{
    "model": {
        "rank": 6047,
        "code": "thing-q185467",
        "model_id": "vr.tr.socialization",
        "name": "socialization",
        "purpose": "Enable an AI agent to recognise a socialization process, assess how participation and social learning are developing, and identify appropriate support or intervention.",
        "family": "Thing Registry",
        "category": "Activities and processes",
        "status": "research-draft",
        "kind": "thing",
        "plane": "ACT",
        "domain": "ACT.ACT",
        "industry": "",
        "version": "",
        "url": "/models/thing/q185467/",
        "tier": 2,
        "score": 63,
        "payload": {
            "layer": "wikidata",
            "aliases": [
                "resocialisation as a prison goal",
                "sociality",
                "white habitus",
                "gender socialization",
                "legislative socialisation",
                "equilibration",
                "Socialitzación diferencial",
                "racial-ethnic socialization"
            ],
            "aliasCount": 8,
            "merged": 8,
            "knownIn": 63,
            "facets": null,
            "markers": [],
            "lexicalClass": "",
            "senseRank": null,
            "alsoRegisteredAs": "vr.tr.socialization-act",
            "source": {
                "dataset": "wikidata",
                "item": "Q185467",
                "url": "https://www.wikidata.org/wiki/Q185467",
                "license": "CC0 1.0"
            }
        },
        "research": {
            "vercy": "1.0-draft",
            "publication": {
                "status": "research-draft",
                "adjudicationStatus": "unreviewed",
                "publishableCanonical": false,
                "generatedAt": "2026-09-07T11:09:20Z",
                "providers": [
                    "Codex",
                    "Grok"
                ],
                "missingProviders": [],
                "pass": 2,
                "cost": {
                    "grok": {
                        "usd": 0.00645456,
                        "turns": 1,
                        "seconds": 40.7,
                        "error": null
                    },
                    "codex": {
                        "seconds": 71.5,
                        "error": "Reading additional input from stdin...\nOpenAI Codex v0.153.3\n--------\nworkdir: R:\\02_PROJECTS\\02_Meta_Models_Platforms\\Ver.cy\\current\\thing-registry-backlog\nmodel: gpt-6-astra\nprovider: openai\napproval: never\nsandbox: read-only\nreasoning effort: none\nreasoning summaries: none\nsession id: 01a07b8d-dd21-76b3-82d8-b7aa309ce980\n--------\nuser\nYou are drafting a Vercy meta-model for one registered thing. Answer as JSON only, no prose around it.\n\nThing: socialization\nRegistry id: vr.tr.socialization\nPlane / domain: ACT / ACT.ACT\nRegistry definition: (none recorded)\nNames folded into this entry: (none"
                    }
                }
            },
            "metaModel": {
                "id": "THING-Q185467",
                "registryId": "vr.tr.socialization",
                "name": "socialization",
                "version": "0.1.0-research.1",
                "entryKind": "thing",
                "family": "Thing Registry",
                "domain": [
                    "ACT.ACT"
                ],
                "status": "research-draft"
            },
            "canonicalUrl": "https://ver.cy/models/thing/q185467/",
            "model": {
                "registry_id": "vr.tr.socialization",
                "name": "socialization",
                "purpose": "Enable an AI agent to recognise a socialization process, assess how participation and social learning are developing, and identify appropriate support or intervention.",
                "definition": "Socialization is the lifelong process by which persons acquire the norms, values, skills, identities, and practices of a group or society through interaction with others, so that they can participate as recognized members.",
                "scope_statement": "This model owns the process through which a person encounters, interprets, learns, negotiates or resists the norms, roles, meanings and practices of a social setting, including the conditions of participation and evidence of change over time.",
                "in_scope": [
                    "The participants, social settings and practices involved in a bounded socialization process",
                    "Explicit and implicit expectations encountered through interaction, observation and participation",
                    "Mechanisms through which expectations are communicated, reinforced, negotiated or resisted",
                    "Changes in practical understanding, role enactment and participation",
                    "Participant agency, access barriers and pressures affecting the process",
                    "Evidence supporting assessments of social learning and its limits"
                ],
                "out_of_scope": [
                    "The enduring structure and governance of a community or institution",
                    "A person's complete identity, personality or developmental history",
                    "The full lifecycle of friendships and other interpersonal relationships",
                    "Instruction concerned solely with technical knowledge or task proficiency",
                    "Communication events with no identified connection to social learning",
                    "Clinical assessment or treatment of psychological conditions"
                ],
                "distinguishing_features": [
                    "Identify what social expectation, role, meaning or practice is being encountered; contact between people alone does not establish socialization.",
                    "Identify how interaction or participation provides an opportunity for learning; a static description of group culture is not itself a socialization process.",
                    "Separate learning how a setting operates from agreeing with its expectations; informed resistance can coexist with social learning.",
                    "Separate task competence from learning how membership, conduct and relationships work in the setting.",
                    "Separate observable conformity from demonstrated understanding or privately endorsed beliefs."
                ],
                "characteristics": [
                    {
                        "name": "Social setting",
                        "kind": "relation",
                        "unit_or_values": "Referenced family, peer group, community, institution or other interaction setting",
                        "why_it_matters": "An expectation and its consequences can only be interpreted in relation to a setting."
                    },
                    {
                        "name": "Participation trajectory",
                        "kind": "category",
                        "unit_or_values": "Initial entry, continuing participation, role transition, re-entry, exit-related adjustment, mixed or unresolved",
                        "why_it_matters": "Different trajectories create different opportunities and demands for learning."
                    },
                    {
                        "name": "Expectation explicitness",
                        "kind": "category",
                        "unit_or_values": "Explicit, implicit, mixed, contested or unknown, assessed per expectation",
                        "why_it_matters": "Unspoken expectations may require clarification rather than correction of the participant."
                    },
                    {
                        "name": "Learning mechanism",
                        "kind": "category",
                        "unit_or_values": "Observation, explanation, guided participation, imitation, feedback, sanction, negotiation or other evidenced mechanism; multiple allowed",
                        "why_it_matters": "Support should address the mechanisms actually operating."
                    },
                    {
                        "name": "Opportunity to participate",
                        "kind": "measurement",
                        "unit_or_values": "Counts or proportions of accessible participation opportunities within a stated observation period",
                        "why_it_matters": "Limited exposure or exclusion must not be mistaken for inability or unwillingness to learn."
                    },
                    {
                        "name": "Demonstrated social understanding",
                        "kind": "state",
                        "unit_or_values": "Unassessed, emerging, demonstrated in one context, demonstrated across specified contexts or uncertain",
                        "why_it_matters": "Judgments should reflect the coverage of evidence rather than assume generalized understanding."
                    },
                    {
                        "name": "Expressed orientation toward an expectation",
                        "kind": "category",
                        "unit_or_values": "Endorses, questions, negotiates, rejects, ambivalent, declines to disclose or unknown",
                        "why_it_matters": "A participant's expressed position helps distinguish learning from endorsement without inferring private beliefs."
                    },
                    {
                        "name": "Participation constraints",
                        "kind": "state",
                        "unit_or_values": "Recorded restrictions, dependencies, penalties or access barriers, with unknown permitted",
                        "why_it_matters": "Apparently voluntary participation may occur under meaningful pressure."
                    }
                ],
                "affordances": [
                    "Map the expectations a participant encounters and identify who communicates or enforces them.",
                    "Locate missing explanations, inaccessible participation opportunities and contradictory feedback.",
                    "Compare evidence of understanding and participation across time and settings.",
                    "Propose clarification, mentoring or supported participation appropriate to the participant's goals.",
                    "Surface exclusion, coercion or harmful expectations for review by an appropriate human.",
                    "Record negotiation, resistance and unresolved disagreement without treating them automatically as failure."
                ]
            },
            "sources": [
                {
                    "id": "apa-dictionary-socialization",
                    "title": "APA Dictionary of Psychology: socialization",
                    "url": "https://dictionary.apa.org/socialization",
                    "what_it_supports": "Specialist definition of socialization as acquisition of social skills, values, and group membership through interaction.",
                    "url_status": "live"
                },
                {
                    "id": "britannica-socialization",
                    "title": "Socialization",
                    "url": "https://www.britannica.com/topic/socialization",
                    "what_it_supports": "Process character, primary vs secondary socialization, agents of socialization, and lifelong scope.",
                    "url_status": "blocked"
                },
                {
                    "id": "wikidata-q163954",
                    "title": "socialization (Q163954)",
                    "url": "https://www.wikidata.org/wiki/Q163954",
                    "what_it_supports": "Canonical identifier and distinction from related items (e.g. socialisation in animals, nationalization).",
                    "url_status": "live"
                },
                {
                    "id": "unesco-ibe-glossary",
                    "title": "IBE Education Thesaurus / glossary: socialization",
                    "url": "https://unesdoc.unesco.org/",
                    "what_it_supports": "Education-sector usage of socialization as transmission of culture and preparation for social roles.",
                    "url_status": "live"
                }
            ],
            "structure": {
                "bundles": [
                    {
                        "id": "participation-context",
                        "name": "Participation context",
                        "description": "Establishes whose socialization is being considered, into which setting and around which participation transition.",
                        "rationale": "Socialization cannot be assessed without locating the participant and the social practices being encountered.",
                        "layers": [
                            {
                                "id": "setting-and-membership",
                                "name": "Setting and membership",
                                "description": "Locates the setting and the participant's relationship to it.",
                                "findings": [
                                    {
                                        "id": "participation-position",
                                        "name": "Participation position",
                                        "description": "Record whether the person is entering, already participating in or changing position within the setting, including disputed membership.",
                                        "questions": [
                                            {
                                                "text": "Which social setting and form of participation does this process concern?",
                                                "kind": "definition",
                                                "id": "participation-position-q01"
                                            },
                                            {
                                                "text": "How do the participant and others describe the participant's membership or position?",
                                                "kind": "provenance",
                                                "id": "participation-position-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "process-boundaries",
                                "name": "Process boundaries",
                                "description": "Bounds the process without assuming that social learning has a single endpoint.",
                                "findings": [
                                    {
                                        "id": "trajectory-and-window",
                                        "name": "Trajectory and observation window",
                                        "description": "Record the transition or recurring practice under consideration and the period for which evidence is available.",
                                        "questions": [
                                            {
                                                "text": "What event, transition or recurring practice makes this a distinct process to track?",
                                                "kind": "boundary",
                                                "id": "trajectory-and-window-q01"
                                            },
                                            {
                                                "text": "Which earlier experiences and concurrent settings must be considered when interpreting change?",
                                                "kind": "boundary",
                                                "id": "trajectory-and-window-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "social-expectations",
                        "name": "Social expectations",
                        "description": "Identifies the norms, roles, meanings and practices being learned or contested.",
                        "rationale": "A model must distinguish the content of social learning from mere exposure to other people.",
                        "layers": [
                            {
                                "id": "expected-conduct",
                                "name": "Expected conduct",
                                "description": "Makes the setting's expectations inspectable.",
                                "findings": [
                                    {
                                        "id": "norm-and-role-content",
                                        "name": "Norm and role content",
                                        "description": "Record concrete expectations, whom they apply to and whether they are stated or inferred from observed responses.",
                                        "questions": [
                                            {
                                                "text": "What conduct, role performance or interpretation is expected in a specific situation?",
                                                "kind": "definition",
                                                "id": "norm-and-role-content-q01"
                                            },
                                            {
                                                "text": "What statement or observed interaction supports recording this as an expectation?",
                                                "kind": "provenance",
                                                "id": "norm-and-role-content-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "variation-and-contestation",
                                "name": "Variation and contestation",
                                "description": "Represents disagreements and differences between formal rules and enacted practices.",
                                "findings": [
                                    {
                                        "id": "conflicting-expectations",
                                        "name": "Conflicting expectations",
                                        "description": "Record competing expectations without treating the most powerful speaker as the sole authority on the setting.",
                                        "questions": [
                                            {
                                                "text": "Where do formal instructions, everyday practice and different members' accounts disagree?",
                                                "kind": "provenance",
                                                "id": "conflicting-expectations-q01"
                                            },
                                            {
                                                "text": "In which situations or subgroups does each expectation apply?",
                                                "kind": "boundary",
                                                "id": "conflicting-expectations-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "learning-through-interaction",
                        "name": "Learning through interaction",
                        "description": "Tracks how participation makes social expectations available and how responses shape subsequent conduct.",
                        "rationale": "Identifying the learning mechanism helps explain progress, confusion and opportunities for support.",
                        "layers": [
                            {
                                "id": "exposure-and-guidance",
                                "name": "Exposure and guidance",
                                "description": "Identifies people, interactions and mediated examples through which learning may occur.",
                                "findings": [
                                    {
                                        "id": "learning-opportunities",
                                        "name": "Learning opportunities",
                                        "description": "Record opportunities to observe, ask, rehearse and participate, together with any guidance actually provided.",
                                        "questions": [
                                            {
                                                "text": "Through which people, interactions or mediated examples can the participant encounter the relevant practices?",
                                                "kind": "provenance",
                                                "id": "learning-opportunities-q01"
                                            },
                                            {
                                                "text": "Which opportunities were accessible and used during the observation period?",
                                                "kind": "measurement",
                                                "id": "learning-opportunities-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "feedback-and-reinforcement",
                                "name": "Feedback and reinforcement",
                                "description": "Tracks responses that communicate approval, disapproval or alternative ways of participating.",
                                "findings": [
                                    {
                                        "id": "responses-to-participation",
                                        "name": "Responses to participation",
                                        "description": "Record explanations, corrections, recognition, sanctions and exclusion, separating observed responses from assumptions about their effects.",
                                        "questions": [
                                            {
                                                "text": "What response followed the participant's conduct, and who provided it?",
                                                "kind": "provenance",
                                                "id": "responses-to-participation-q01"
                                            },
                                            {
                                                "text": "What evidence shows how the participant interpreted that response?",
                                                "kind": "measurement",
                                                "id": "responses-to-participation-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "agency-and-participation-conditions",
                        "name": "Agency and participation conditions",
                        "description": "Represents the participant's goals, freedom to disagree and practical access to social participation.",
                        "rationale": "Conformity can reflect pressure, and limited participation can reflect exclusion rather than a learning deficit.",
                        "layers": [
                            {
                                "id": "choice-and-negotiation",
                                "name": "Choice and negotiation",
                                "description": "Records how the participant relates to the expectations encountered.",
                                "findings": [
                                    {
                                        "id": "participant-position-and-options",
                                        "name": "Participant position and options",
                                        "description": "Record expressed goals and disagreements alongside practical options to question, negotiate, refuse or leave.",
                                        "questions": [
                                            {
                                                "text": "Which expectations does the participant express acceptance of, uncertainty about or resistance to?",
                                                "kind": "provenance",
                                                "id": "participant-position-and-options-q01"
                                            },
                                            {
                                                "text": "What consequences could follow questioning, refusing or leaving this setting?",
                                                "kind": "boundary",
                                                "id": "participant-position-and-options-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "access-and-protection",
                                "name": "Access and protection",
                                "description": "Identifies conditions that restrict participation or make intervention necessary.",
                                "findings": [
                                    {
                                        "id": "barriers-and-pressures",
                                        "name": "Barriers and pressures",
                                        "description": "Record evidenced barriers and pressures, including inaccessible communication, gatekeeping, discriminatory treatment or humiliation.",
                                        "questions": [
                                            {
                                                "text": "What conditions prevent or burden the participant's access to explanation, practice or recognition?",
                                                "kind": "provenance",
                                                "id": "barriers-and-pressures-q01"
                                            },
                                            {
                                                "text": "What support or review is warranted, and whose authority or agreement is required?",
                                                "kind": "action",
                                                "id": "barriers-and-pressures-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "change-and-next-actions",
                        "name": "Change and next actions",
                        "description": "Assesses what has changed and connects supported judgments to appropriate next steps.",
                        "rationale": "An agent needs evidence-based distinctions between exposure, understanding, enacted conduct and endorsement before deciding what to do.",
                        "layers": [
                            {
                                "id": "evidence-of-learning",
                                "name": "Evidence of learning",
                                "description": "Assesses demonstrated understanding and conduct within stated limits.",
                                "findings": [
                                    {
                                        "id": "understanding-and-enactment",
                                        "name": "Understanding and enactment",
                                        "description": "Record evidence that the participant can interpret expectations or enact practices, without equating either with personal endorsement.",
                                        "questions": [
                                            {
                                                "text": "What evidence distinguishes understanding an expectation from merely repeating or complying with it?",
                                                "kind": "measurement",
                                                "id": "understanding-and-enactment-q01"
                                            },
                                            {
                                                "text": "Across which situations has understanding or conduct been observed, and where is it still unassessed?",
                                                "kind": "boundary",
                                                "id": "understanding-and-enactment-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "support-and-reassessment",
                                "name": "Support and reassessment",
                                "description": "Connects the current assessment to participant-relevant action and later review.",
                                "findings": [
                                    {
                                        "id": "next-participation-step",
                                        "name": "Next participation step",
                                        "description": "Record a justified next step such as clarification, supported practice, negotiation or review of the setting's expectations.",
                                        "questions": [
                                            {
                                                "text": "Which next action addresses the evidenced difficulty and the participant's expressed goals?",
                                                "kind": "action",
                                                "id": "next-participation-step-q01"
                                            },
                                            {
                                                "text": "What later observation would show whether the action improved understanding, access or participation?",
                                                "kind": "measurement",
                                                "id": "next-participation-step-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "evidence-and-external-alignment",
                        "name": "Evidence and external alignment",
                        "description": "What the world already says about this thing, gathered so the model can be checked against it.",
                        "rationale": "A model that cannot be lined up against existing standards, identifiers and practice cannot be adopted by anyone who already uses them.",
                        "layers": [
                            {
                                "id": "reported-evidence",
                                "name": "Reported evidence",
                                "description": "Findings from the breadth pass, kept separate from the structural claims.",
                                "findings": [
                                    {
                                        "id": "evidence-kinds",
                                        "name": "Kinds and varieties",
                                        "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.",
                                        "evidence": [
                                            "Primary socialization",
                                            "Secondary socialization",
                                            "Anticipatory socialization",
                                            "Resocialization",
                                            "Organizational / occupational socialization",
                                            "Gender socialization",
                                            "Political socialization",
                                            "Digital / media socialization"
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-kinds-q01",
                                                "text": "Which of these kinds and varieties hold for the sense of socialization this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-identifiers",
                                        "name": "Identifiers and schemes",
                                        "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.",
                                        "evidence": [
                                            {
                                                "scheme": "Wikidata",
                                                "value_or_pattern": "Q163954",
                                                "note": "socialization as a sociological/psychological process"
                                            }
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-identifiers-q01",
                                                "text": "Which of these identifiers and schemes hold for the sense of socialization this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-standards-and-regulation",
                                        "name": "Standards and regulation",
                                        "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.",
                                        "evidence": [
                                            "UN Convention on the Rights of the Child (UNCRC, 1989) - UN: Articles 5, 18, 29 frame parental guidance, education, and development of the child's personality and social responsibility.",
                                            "UNESCO Recommendation concerning Education for International Understanding, Co-operation and Peace (1974, revised 2023) - UNESCO: education as a vehicle of civic and intercultural socialization.",
                                            "ILO Convention No. 138 (Minimum Age) and No. 182 (Worst Forms of Child Labour) - ILO: bound the occupational socialization of children by prohibiting premature labour."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-standards-and-regulation-q01",
                                                "text": "Which of these standards and regulation hold for the sense of socialization this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-real-world-use",
                                        "name": "Real-world use",
                                        "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.",
                                        "evidence": [
                                            "Family and household routines that teach language, manners, gender roles, and kinship obligations.",
                                            "Schools and early-childhood programmes that transmit curricula, peer norms, and civic identity.",
                                            "Workplace onboarding, internships, and professional education that form occupational identity.",
                                            "Military, religious, and residential institutions that intensively reshape prior identities (resocialization).",
                                            "Peer groups, clubs, and online communities that enforce belonging through shared practices and sanctions."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-real-world-use-q01",
                                                "text": "Which of these real-world use hold for the sense of socialization this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-measurements",
                                        "name": "Typical measurements",
                                        "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.",
                                        "evidence": [
                                            {
                                                "quantity": "Age at onset of primary socialization (caregiver interaction)",
                                                "typical_range": "0-3 (intensive); lifelong thereafter",
                                                "unit": "years of age"
                                            },
                                            {
                                                "quantity": "Time in formal schooling as secondary-socialization exposure",
                                                "typical_range": "10-16 of compulsory education in most states",
                                                "unit": "years"
                                            },
                                            {
                                                "quantity": "Organizational socialization / onboarding duration",
                                                "typical_range": "1-12",
                                                "unit": "months"
                                            }
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-measurements-q01",
                                                "text": "Which of these typical measurements hold for the sense of socialization this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-failure-modes-and-hazards",
                                        "name": "Failure modes and hazards",
                                        "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.",
                                        "evidence": [
                                            "Deficient early caregiving and social isolation producing delayed language, attachment disruption, and impaired peer competence.",
                                            "Coercive or abusive socialization (including institutional abuse) that installs harmful norms or trauma rather than competent membership.",
                                            "Resocialization in total institutions that can destroy prior identity without providing a viable replacement role.",
                                            "Peer or media socialization into violence, extremism, or exclusionary identities.",
                                            "Role conflict when primary, occupational, and civic norms contradict one another."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-failure-modes-and-hazards-q01",
                                                "text": "Which of these failure modes and hazards hold for the sense of socialization this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-regional-variation",
                                        "name": "Regional variation",
                                        "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.",
                                        "evidence": [
                                            "British and some international education usage prefers 'socialisation'; North American sociology and psychology usually write 'socialization'.",
                                            "In political economy and some Romance-language legal usage, 'socialization'/'socialisation' can mean transfer of private assets to public ownership (nationalization), a different sense.",
                                            "Confucian-influenced East Asian practice weights filial piety, exam-mediated status, and collective harmony more heavily than individual-autonomy models common in much of Western developmental psychology.",
                                            "Indigenous and kin-based societies often locate primary agents in extended kin and community rites rather than the nuclear household and school."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-regional-variation-q01",
                                                "text": "Which of these regional variation hold for the sense of socialization this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-neighbours",
                                        "name": "Neighbouring kinds and how to tell them apart",
                                        "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.",
                                        "evidence": [
                                            {
                                                "name": "Education / instruction",
                                                "difference": "Education is organized teaching of knowledge and skills; socialization is the broader acquisition of norms and membership, of which schooling is only one agent."
                                            },
                                            {
                                                "name": "Enculturation",
                                                "difference": "Enculturation is learning a culture as such (often used in anthropology); socialization emphasizes becoming a competent member of a social group or role-set, and can cross cultures."
                                            },
                                            {
                                                "name": "Acculturation",
                                                "difference": "Acculturation is change from contact between cultural groups; socialization can occur entirely within one group."
                                            },
                                            {
                                                "name": "Socialisation (economic / legal: public ownership)",
                                                "difference": "That sense names transfer of property or industry to collective or state control; the process sense names learning of social membership. Test: does the object of the verb is a person acquiring norms, or an asset changing owners?"
                                            },
                                            {
                                                "name": "Developmental maturation",
                                                "difference": "Maturation is organismic growth with age; socialization requires social interaction and can fail even when biological development proceeds."
                                            }
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-neighbours-q01",
                                                "text": "Which of these neighbouring kinds and how to tell them apart hold for the sense of socialization this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    }
                ]
            },
            "openQuestions": [
                "Does the registry intend socialization primarily as social learning, everyday sociability, or a broader concept covering both?",
                "Should this entry cover only human participants, or also organizational, animal or artificial-agent uses of the term?",
                "What evidence and observation period are sufficient to identify a bounded socialization process rather than an isolated interaction?",
                "How should assessments represent participant-defined outcomes when these conflict with institutional expectations of successful socialization?",
                "Which existing Vercy models own adjacent concepts such as enculturation, onboarding, education and integration, and do any already cover this entry?"
            ],
            "statistics": {
                "bundles": 6,
                "layers": 11,
                "findings": 18,
                "questions": 28
            }
        },
        "draft": {
            "generator": "vr.draft.v3",
            "status": "draft-generated",
            "researched": false,
            "archetype": "abstract concept",
            "method": "Written from the archetype playbook - what this kind of thing needs beyond identity and provenance - and from the structure that recurred across 6,333 models already researched by two engines. Applied to this entry by rule. No source was read for this thing and no claim here is researched. This entry carries no facets of its own, so they were inferred from its domain - a guess about a whole domain applied to one thing.",
            "facetsInferred": true,
            "nextPass": "A researcher replaces this draft with a sourced specification. Treat every sentence below as a proposal to argue with.",
            "purpose": "Give an agent a durable, checkable way to recognise a socialization, record what state it is in, and decide what may be done with it.",
            "whatItIs": "Enable an AI agent to recognise a socialization process, assess how participation and social learning are developing, and identify appropriate support or intervention.",
            "characteristics": {
                "substance": "activity",
                "origin": "conceptual",
                "agency": "inert"
            },
            "whatYouCanDoWithIt": [
                "observed and measured"
            ],
            "distinguishingFeatures": [
                "Names folded into this entry, which a task may need to split apart again: resocialisation as a prison goal, sociality, white habitus, gender socialization, legislative socialisation, equilibration, Socialitzación diferencial, racial-ethnic socialization.",
                "8 finer distinctions are held as aliases rather than separate entries, because telling them apart needs a task that asks for it.",
                "Described in 63 Wikipedia languages, which is a measure of how widely the thing is known, not of how important it is."
            ],
            "openQuestionsForResearch": [
                "Which of the bundles below does a real task actually need, and which are ceremony?",
                "What does this thing have that the facets do not capture at all?",
                "Which neighbouring kind is most often confused with a socialization, and on what evidence are they told apart?"
            ],
            "whatItIsMadeOf": "something that happens over time",
            "physicalCharacter": [
                "Does nothing on its own; everything it does, something else did to it.",
                "These come from the domain this entry sits in rather than from the entry itself, so treat them as a first guess about the whole domain applied to one thing."
            ],
            "whatCanBeDoneWithIt": [
                "observe it, measure it, record its state"
            ],
            "howItIsRecognised": [
                "Nothing to see. What is recognised is an instance of it, and which instances count is exactly what is argued about."
            ],
            "relatedModels": [
                {
                    "relation": "covers",
                    "note": "Finer kinds folded into this entry because telling them apart needs a task that asks for it. Each is a model waiting to be split out when one does.",
                    "targets": [
                        "resocialisation as a prison goal",
                        "sociality",
                        "white habitus",
                        "gender socialization",
                        "legislative socialisation",
                        "equilibration",
                        "Socialitzación diferencial",
                        "racial-ethnic socialization"
                    ]
                }
            ],
            "standing": "Described in 63 Wikipedia languages, which measures how widely it is written about rather than how important or how common it is. 8 finer distinctions are held inside this entry as names rather than as separate models.",
            "structure": {
                "bundles": [
                    {
                        "id": "identity-and-classification",
                        "name": "Identity, naming and classification",
                        "description": "How an agent tells one socialization from another, and a socialization from things that resemble it.",
                        "rationale": "Recognition comes before every other claim. Without stable identity nothing else in the model can be trusted to be about the same thing twice.",
                        "layers": [
                            {
                                "id": "naming-and-identifiers",
                                "name": "Names and identifiers",
                                "description": "The names this thing goes by and the identifiers that survive translation and time.",
                                "findings": [
                                    {
                                        "id": "preferred-name-and-aliases",
                                        "name": "Preferred name, aliases and local names",
                                        "description": "Which name to use, which names mean the same thing, and which merely sound similar.",
                                        "questions": [
                                            {
                                                "id": "preferred-name-and-aliases-q01",
                                                "text": "What identifies and describes the name of a socialization, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "preferred-name-and-aliases-q02",
                                                "text": "Who or what asserted this about the name of a socialization, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "preferred-name-and-aliases-q03",
                                                "text": "What may an agent decide or do once the name of a socialization is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    },
                                    {
                                        "id": "stable-identifiers",
                                        "name": "Stable identifiers and external keys",
                                        "description": "Identifiers that keep pointing at this kind of thing across systems and languages.",
                                        "questions": [
                                            {
                                                "id": "stable-identifiers-q01",
                                                "text": "What identifies and describes an identifier for a socialization, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "stable-identifiers-q02",
                                                "text": "Who or what asserted this about an identifier for a socialization, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "stable-identifiers-q03",
                                                "text": "What may an agent decide or do once an identifier for a socialization is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "classification-and-granularity",
                                "name": "Classification and granularity",
                                "description": "Where a socialization sits among kinds, and how finely a task needs to cut it.",
                                "findings": [
                                    {
                                        "id": "kind-and-parents",
                                        "name": "Kind, parents and neighbouring kinds",
                                        "description": "The classes this thing belongs to and the ones it is next to.",
                                        "questions": [
                                            {
                                                "id": "kind-and-parents-q01",
                                                "text": "What identifies and describes the kind of a socialization, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "kind-and-parents-q02",
                                                "text": "Who or what asserted this about the kind of a socialization, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "kind-and-parents-q03",
                                                "text": "What may an agent decide or do once the kind of a socialization is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    },
                                    {
                                        "id": "distinguishing-features",
                                        "name": "Distinguishing features",
                                        "description": "What separates a socialization from the things most often confused with it.",
                                        "questions": [
                                            {
                                                "id": "distinguishing-features-q01",
                                                "text": "What identifies and describes what distinguishes a socialization, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "distinguishing-features-q02",
                                                "text": "Who or what asserted this about what distinguishes a socialization, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "distinguishing-features-q03",
                                                "text": "What may an agent decide or do once what distinguishes a socialization is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "state-and-lifecycle",
                        "name": "State and lifecycle",
                        "description": "The states a socialization passes through and the events that move it between them.",
                        "rationale": "Most decisions about a thing depend on what state it is in now, which is a claim with a time on it, not a property.",
                        "layers": [
                            {
                                "id": "lifecycle-stages",
                                "name": "Lifecycle stages",
                                "description": "From coming into existence to ceasing to be one of these.",
                                "findings": [
                                    {
                                        "id": "stages-and-transitions",
                                        "name": "Stages and transitions",
                                        "description": "The stages worth naming and what moves a socialization between them.",
                                        "questions": [
                                            {
                                                "id": "stages-and-transitions-q01",
                                                "text": "What identifies and describes the lifecycle of a socialization, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "stages-and-transitions-q02",
                                                "text": "Who or what asserted this about the lifecycle of a socialization, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "stages-and-transitions-q03",
                                                "text": "What may an agent decide or do once the lifecycle of a socialization is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "observations-and-status",
                                "name": "Observations and current status",
                                "description": "What is observed about a socialization, how often and by whom.",
                                "findings": [
                                    {
                                        "id": "observation-record",
                                        "name": "Observation record",
                                        "description": "How an observation of a socialization is recorded so that it can be superseded rather than overwritten.",
                                        "questions": [
                                            {
                                                "id": "observation-record-q01",
                                                "text": "What identifies and describes an observation of a socialization, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "observation-record-q02",
                                                "text": "Who or what asserted this about an observation of a socialization, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "observation-record-q03",
                                                "text": "What may an agent decide or do once an observation of a socialization is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "process-and-outcome",
                        "name": "Process, inputs and outcome",
                        "description": "How a socialization proceeds, what it needs and what it leaves behind.",
                        "rationale": "An activity is known by its steps and its results, and both have to be recordable while it is still running.",
                        "layers": [
                            {
                                "id": "steps-and-sequence",
                                "name": "Steps and sequence",
                                "description": "The steps of a socialization, their order and what may run in parallel.",
                                "findings": [
                                    {
                                        "id": "steps-and-preconditions",
                                        "name": "Steps, preconditions and completion",
                                        "description": "What has to be true before each step of a socialization and what marks it done.",
                                        "questions": [
                                            {
                                                "id": "steps-and-preconditions-q01",
                                                "text": "What identifies and describes a step of a socialization, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "steps-and-preconditions-q02",
                                                "text": "Who or what asserted this about a step of a socialization, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "steps-and-preconditions-q03",
                                                "text": "What may an agent decide or do once a step of a socialization is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "inputs-and-results",
                                "name": "Inputs, resources and results",
                                "description": "What a socialization consumes and what it produces.",
                                "findings": [
                                    {
                                        "id": "inputs-and-outputs",
                                        "name": "Inputs, outputs and side effects",
                                        "description": "The resources a socialization takes and the results it leaves, wanted or not.",
                                        "questions": [
                                            {
                                                "id": "inputs-and-outputs-q01",
                                                "text": "What identifies and describes the inputs and results of a socialization, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "inputs-and-outputs-q02",
                                                "text": "Who or what asserted this about the inputs and results of a socialization, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "inputs-and-outputs-q03",
                                                "text": "What may an agent decide or do once the inputs and results of a socialization is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "definitions-in-contest",
                        "name": "Definitions and who holds them",
                        "description": "What socialization is taken to mean, and by whom.",
                        "rationale": "When a field disagrees about a concept, the disagreement is the content. A model that picks one definition silently destroys the information.",
                        "layers": [
                            {
                                "id": "competing-definitions",
                                "name": "Competing definitions",
                                "description": "The main readings and the traditions behind them.",
                                "findings": [
                                    {
                                        "id": "definition-map",
                                        "name": "Definitions and their holders",
                                        "description": "Each definition with the school or body that holds it.",
                                        "questions": [
                                            {
                                                "id": "definition-map-q01",
                                                "text": "Which definitions of socialization are in use, and which tradition or body holds each?",
                                                "kind": "definition"
                                            },
                                            {
                                                "id": "definition-map-q02",
                                                "text": "What turns on the difference between them in practice?",
                                                "kind": "boundary"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "operationalisation",
                                "name": "Operationalisation",
                                "description": "How it is measured or applied when it has to be.",
                                "findings": [
                                    {
                                        "id": "operational-record",
                                        "name": "Measures and proxies",
                                        "description": "Instruments and indicators used to stand in for it.",
                                        "questions": [
                                            {
                                                "id": "operational-record-q01",
                                                "text": "How is socialization operationalised or measured in practice, and by what instrument?",
                                                "kind": "measurement"
                                            },
                                            {
                                                "id": "operational-record-q02",
                                                "text": "What does that operationalisation leave out, and when does that matter?",
                                                "kind": "boundary"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "instances-and-use",
                        "name": "Instances, use and consequence",
                        "description": "What counts as an instance of socialization and what follows from calling something that.",
                        "rationale": "Applying a concept is an act with consequences, so a model must say what the label licenses and what it does not.",
                        "layers": [
                            {
                                "id": "instances",
                                "name": "What counts as an instance",
                                "description": "Clear cases, borderline cases and non-cases.",
                                "findings": [
                                    {
                                        "id": "instance-tests",
                                        "name": "Tests for an instance",
                                        "description": "What would settle whether something falls under it.",
                                        "questions": [
                                            {
                                                "id": "instance-tests-q01",
                                                "text": "What would settle whether something is an instance of socialization?",
                                                "kind": "boundary"
                                            },
                                            {
                                                "id": "instance-tests-q02",
                                                "text": "Which borderline cases are argued about, and on what grounds?",
                                                "kind": "definition"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "consequence",
                                "name": "Consequence of application",
                                "description": "Rights, duties or decisions that follow from the label.",
                                "findings": [
                                    {
                                        "id": "consequence-record",
                                        "name": "What the label licenses",
                                        "description": "What an agent may do once something is classified this way.",
                                        "questions": [
                                            {
                                                "id": "consequence-record-q01",
                                                "text": "What follows practically once something is treated as socialization?",
                                                "kind": "action"
                                            },
                                            {
                                                "id": "consequence-record-q02",
                                                "text": "What must an agent not infer from the label alone?",
                                                "kind": "action"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "provenance-and-evidence",
                        "name": "Provenance, evidence and time",
                        "description": "Where every claim about a socialization came from and when it held.",
                        "rationale": "A claim without a source and a time cannot be superseded, only overwritten, and an agent that overwrites loses the ability to explain itself.",
                        "layers": [
                            {
                                "id": "source-and-authority",
                                "name": "Source and authority",
                                "description": "Who said it, on what evidence, and how strongly.",
                                "findings": [
                                    {
                                        "id": "claim-provenance",
                                        "name": "Claim provenance and confidence",
                                        "description": "The authority behind each claim about a socialization and how confident it is.",
                                        "questions": [
                                            {
                                                "id": "claim-provenance-q01",
                                                "text": "What identifies and describes a claim about a socialization, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "claim-provenance-q02",
                                                "text": "Who or what asserted this about a claim about a socialization, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "claim-provenance-q03",
                                                "text": "What may an agent decide or do once a claim about a socialization is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "time-and-versions",
                                "name": "Time, versions and supersession",
                                "description": "When a claim was true, when it was learnt, and what replaced it.",
                                "findings": [
                                    {
                                        "id": "validity-and-supersession",
                                        "name": "Validity period and supersession",
                                        "description": "How an old claim about a socialization is retired without being erased.",
                                        "questions": [
                                            {
                                                "id": "validity-and-supersession-q01",
                                                "text": "What identifies and describes the validity of a claim about a socialization, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "validity-and-supersession-q02",
                                                "text": "Who or what asserted this about the validity of a claim about a socialization, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "validity-and-supersession-q03",
                                                "text": "What may an agent decide or do once the validity of a claim about a socialization is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    }
                ]
            },
            "statistics": {
                "bundles": 6,
                "layers": 12,
                "findings": 14,
                "questions": 38
            }
        }
    }
}