{ "model": { "rank": 3318, "code": "thing-q128570", "model_id": "vr.tr.bioinformatics", "name": "bioinformatics", "purpose": "Let an agent explain bioinformatics, relay core tasks, methods, databases and applications from computational biology sources, describe the named subfields and flag the general statistical method alias, and distinguish bioinformatics from computational biology as modelling, biostatistics, systems biology and health informatics.", "family": "Thing Registry", "category": "Information and virtual systems", "status": "research-draft", "kind": "thing", "plane": "INF", "domain": "INF.KNW", "industry": "", "version": "", "url": "/models/thing/q128570/", "tier": 2, "score": 87, "payload": { "layer": "wikidata", "aliases": [ "flow cytometry bioinformatics", "approximate Bayesian computation", "pathway analysis", "phyloinformatics", "Protein–protein interaction prediction", "viral phylodynamics" ], "aliasCount": 6, "merged": 6, "knownIn": 87, "facets": null, "markers": [], "lexicalClass": "", "senseRank": null, "alsoRegisteredAs": null, "source": { "dataset": "wikidata", "item": "Q128570", "url": "https://www.wikidata.org/wiki/Q128570", "license": "CC0 1.0" } }, "research": { "vercy": "1.0-draft", "publication": { "status": "research-draft", "adjudicationStatus": "unreviewed", "publishableCanonical": false, "generatedAt": "2026-09-14T01:02:47Z", "providers": [ "Claude" ], "breadth": "written by Claude from model knowledge without web access - no source was read, every claim is a lead to verify", "pass": 2, "wave": 4, "engine": "claude" }, "metaModel": { "id": "THING-Q128570", "registryId": "vr.tr.bioinformatics", "name": "bioinformatics", "version": "0.2.0-wave.4", "entryKind": "thing", "family": "Thing Registry", "domain": [ "INF.KNW" ], "status": "research-draft" }, "canonicalUrl": "https://ver.cy/models/thing/q128570/", "model": { "registry_id": "vr.tr.bioinformatics", "name": "bioinformatics", "purpose": "Let an agent explain bioinformatics, relay core tasks, methods, databases and applications from computational biology sources, describe the named subfields and flag the general statistical method alias, and distinguish bioinformatics from computational biology as modelling, biostatistics, systems biology and health informatics.", "definition": "An interdisciplinary field that develops and applies computational methods, software and databases to understand biological data, especially DNA, RNA and protein sequences, structures and molecular networks, with tasks such as sequence alignment, genome assembly and annotation, gene expression analysis and structure prediction, and subfields and methods the registry aliases name including pathway analysis, protein-protein interaction prediction, phyloinformatics, viral phylodynamics used to track epidemics, flow cytometry bioinformatics and approximate Bayesian computation, a statistical inference method used in population genetics but not specific to biology; it relies on resources such as GenBank, UniProt and the Protein Data Bank and on reproducible workflows, and genomic data raise privacy concerns.", "what_it_is_for": "Analysing biological data with computation.", "affordances": [ "explain core tasks", "relay methods and databases", "describe named subfields", "relay privacy and reproducibility issues" ], "distinguishing_features": [ "Sequence-centred methods", "Large public databases", "Algorithm and software development", "Reproducible pipelines" ], "appearance": "Not a physical object; software pipelines, databases and visualisations.", "visual_identification": [ "Computational analysis of biological data", "Flow cytometry bioinformatics, approximate Bayesian computation, pathway analysis, phyloinformatics, protein-protein interaction prediction, viral phylodynamics", "Computational biology emphasises modelling; biostatistics is statistical methodology; systems biology studies networks; health informatics handles clinical data" ], "physical_properties": [ { "quantity": "BLAST published", "typical_range": "1990", "unit": "year", "note": "" }, { "quantity": "GenBank established", "typical_range": "1982", "unit": "year", "note": "" }, { "quantity": "AlphaFold2 CASP14", "typical_range": "2020", "unit": "year", "note": "structure prediction" } ], "families_and_kinds": [ "sequence analysis", "structural bioinformatics", "phylogenetics and phylodynamics", "network and pathway analysis", "single-cell and cytometry analysis" ], "related_models": [ { "relation": "is a kind of", "target": "computational biology", "why": "in registry terms" }, { "relation": "uses", "target": "sequence alignment", "why": "" }, { "relation": "uses", "target": "GenBank", "why": "" }, { "relation": "is contrasted with", "target": "health informatics", "why": "" } ], "identifiers": [], "standards_and_regulation": [ "FAIR data principles", "GA4GH standards for genomic data sharing", "Data protection law for genomic data such as GDPR" ], "failure_modes_and_hazards": [ "Irreproducible analyses", "Genomic privacy breaches", "Overfitting and false discoveries" ], "in_scope": [], "out_of_scope": [], "characteristics": [] }, "sources": [], "structure": { "bundles": [ { "id": "understand", "name": "Understand", "description": "What bioinformatics is.", "rationale": "Science.", "layers": [ { "id": "definition", "name": "Definition", "description": "Definition.", "findings": [ { "id": "definition-finding", "name": "Definition", "description": "Definition.", "questions": [ { "text": "What is bioinformatics, and how does it differ from computational biology, biostatistics, systems biology and health informatics?", "kind": "definition" }, { "text": "Is the question about interpreting someone s own genetic test, in which case a genetic counsellor should advise?", "kind": "boundary" } ] } ] }, { "id": "subfields", "name": "Subfields", "description": "Named subfields.", "findings": [ { "id": "subfields-finding", "name": "Subfields", "description": "Subfields.", "questions": [ { "text": "What are pathway analysis, PPI prediction, phyloinformatics, viral phylodynamics, flow cytometry bioinformatics and ABC?", "kind": "definition" }, { "text": "Which entry fits the specific method?", "kind": "action" } ] } ] } ] }, { "id": "methods", "name": "Methods", "description": "Methods.", "rationale": "Science.", "layers": [ { "id": "alignment", "name": "Alignment", "description": "Sequence alignment.", "findings": [ { "id": "alignment-finding", "name": "Alignment", "description": "Alignment.", "questions": [ { "text": "How do alignment tools such as BLAST work?", "kind": "provenance" }, { "text": "Which references are standard?", "kind": "provenance" } ] } ] }, { "id": "structure", "name": "Structure", "description": "Structure prediction.", "findings": [ { "id": "structure-finding", "name": "Structure", "description": "Structure.", "questions": [ { "text": "How did deep learning methods change protein structure prediction?", "kind": "provenance" }, { "text": "Which sources are cited?", "kind": "provenance" } ] } ] } ] }, { "id": "data", "name": "Data", "description": "Databases.", "rationale": "Regulation.", "layers": [ { "id": "databases", "name": "Databases", "description": "Public databases.", "findings": [ { "id": "databases-finding", "name": "Databases", "description": "Databases.", "questions": [ { "text": "What do GenBank, UniProt and PDB contain?", "kind": "provenance" }, { "text": "Which entry fits Protein Data Bank?", "kind": "action" } ] } ] }, { "id": "privacy", "name": "Privacy", "description": "Genomic privacy.", "findings": [ { "id": "privacy-finding", "name": "Privacy", "description": "Privacy.", "questions": [ { "text": "What privacy risks do genomic datasets carry, and how do rules address them?", "kind": "provenance" }, { "text": "Is the information current?", "kind": "boundary" } ] } ] } ] }, { "id": "context", "name": "Context", "description": "Applications.", "rationale": "Attribution.", "layers": [ { "id": "epidemics", "name": "Epidemics", "description": "Pathogen genomics.", "findings": [ { "id": "epidemics-finding", "name": "Epidemics", "description": "Epidemics.", "questions": [ { "text": "How did phylodynamics track SARS-CoV-2 variants, as public health agencies describe?", "kind": "provenance" }, { "text": "Which entry fits genomic surveillance?", "kind": "action" } ] } ] }, { "id": "reproducibility", "name": "Reproducibility", "description": "Reproducibility.", "findings": [ { "id": "reproducibility-finding", "name": "Reproducibility", "description": "Reproducibility.", "questions": [ { "text": "What do researchers recommend for reproducible bioinformatics workflows, with views attributed?", "kind": "provenance" }, { "text": "Is the presentation neutral and attributed?", "kind": "boundary" } ] } ] } ] } ] }, "openQuestions": [ "Should approximate Bayesian computation be moved to statistics entries?", "Should phylodynamics be a separate entry?", "How should bioinformatics databases be linked?" ], "statistics": { "bundles": 4, "layers": 8, "findings": 8, "questions": 16 } }, "draft": { "generator": "vr.draft.v3", "status": "draft-generated", "researched": false, "archetype": "discipline or field of knowledge", "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 bioinformatics, record what state it is in, and decide what may be done with it.", "whatItIs": "Let an agent explain bioinformatics, relay core tasks, methods, databases and applications from computational biology sources, describe the named subfields and flag the general statistical method alias, and distinguish bioinformatics from computational biology as modelling, biostatistics, systems biology and health informatics.", "characteristics": { "substance": "information", "origin": "conceptual", "agency": "inert" }, "whatYouCanDoWithIt": [ "read and interpreted" ], "distinguishingFeatures": [ "Names folded into this entry, which a task may need to split apart again: flow cytometry bioinformatics, approximate Bayesian computation, pathway analysis, phyloinformatics, Protein–protein interaction prediction, viral phylodynamics.", "6 finer distinctions are held as aliases rather than separate entries, because telling them apart needs a task that asks for it.", "Described in 87 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 bioinformatics, and on what evidence are they told apart?" ], "whatItIsMadeOf": "content that has to be carried by something else", "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": [ "read it and act on what it says" ], "howItIsRecognised": [], "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": [ "flow cytometry bioinformatics", "approximate Bayesian computation", "pathway analysis", "phyloinformatics", "Protein–protein interaction prediction", "viral phylodynamics" ] } ], "standing": "Described in 87 Wikipedia languages, which measures how widely it is written about rather than how important or how common it is. 6 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 bioinformatics from another, and a bioinformatics 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 bioinformatics, 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 bioinformatics, 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 bioinformatics 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 bioinformatics, 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 bioinformatics, 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 bioinformatics 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 bioinformatics 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 bioinformatics, 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 bioinformatics, 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 bioinformatics 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 bioinformatics from the things most often confused with it.", "questions": [ { "id": "distinguishing-features-q01", "text": "What identifies and describes what distinguishes a bioinformatics, 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 bioinformatics, 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 bioinformatics 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 bioinformatics 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 bioinformatics between them.", "questions": [ { "id": "stages-and-transitions-q01", "text": "What identifies and describes the lifecycle of a bioinformatics, 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 bioinformatics, 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 bioinformatics 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 bioinformatics, how often and by whom.", "findings": [ { "id": "observation-record", "name": "Observation record", "description": "How an observation of a bioinformatics 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 bioinformatics, 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 bioinformatics, 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 bioinformatics is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] } ] }, { "id": "content-and-access", "name": "Content, encoding and access", "description": "What a bioinformatics says, how it is encoded and who may read it.", "rationale": "An informational thing carries content that can be copied, versioned and withheld, none of which its physical carrier explains.", "layers": [ { "id": "content-and-encoding", "name": "Content and encoding", "description": "The content itself, its format and its language.", "findings": [ { "id": "content-and-format", "name": "Content, format and language", "description": "What a bioinformatics contains and in what form it is held.", "questions": [ { "id": "content-and-format-q01", "text": "What identifies and describes the content of a bioinformatics, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "content-and-format-q02", "text": "Who or what asserted this about the content of a bioinformatics, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "content-and-format-q03", "text": "What may an agent decide or do once the content of a bioinformatics is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] }, { "id": "access-and-rights", "name": "Access, rights and retention", "description": "Who may read, copy or change it, and for how long it is kept.", "findings": [ { "id": "access-rules", "name": "Access rules and retention", "description": "The permissions attached to a bioinformatics and the period it survives.", "questions": [ { "id": "access-rules-q01", "text": "What identifies and describes access to a bioinformatics, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "access-rules-q02", "text": "Who or what asserted this about access to a bioinformatics, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "access-rules-q03", "text": "What may an agent decide or do once access to a bioinformatics is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] } ] }, { "id": "subject-and-method", "name": "Subject matter and method", "description": "What bioinformatics studies and how it establishes anything.", "rationale": "A field is identified by its questions and its methods, and those are what distinguish it from the fields next to it.", "layers": [ { "id": "subject", "name": "Subject matter", "description": "The questions it takes as its own.", "findings": [ { "id": "subject-record", "name": "Questions and objects of study", "description": "What it is about, stated so a neighbouring field can be told apart.", "questions": [ { "id": "subject-record-q01", "text": "What questions and objects does bioinformatics take as its own?", "kind": "definition" }, { "id": "subject-record-q02", "text": "Which questions does it share with a neighbouring field, and who claims them?", "kind": "boundary" } ] } ] }, { "id": "method", "name": "Method and evidence", "description": "How claims are established and what counts as evidence.", "findings": [ { "id": "method-record", "name": "Methods and standards of evidence", "description": "The methods used and what they are taken to establish.", "questions": [ { "id": "method-record-q01", "text": "By what methods does bioinformatics establish claims, and what counts as sufficient evidence?", "kind": "provenance" }, { "id": "method-record-q02", "text": "What kind of claim can this field not settle, and where should an agent look instead?", "kind": "action" } ] } ] } ] }, { "id": "institutions-and-classification", "name": "Institutions and classification", "description": "Where bioinformatics is practised and how catalogues place it.", "rationale": "The institutional footprint is the evidence that a field exists as a field rather than as a topic.", "layers": [ { "id": "institutions", "name": "Institutional markers", "description": "Societies, journals, degrees and departments.", "findings": [ { "id": "institution-record", "name": "Bodies and venues", "description": "Where the field organises itself.", "questions": [ { "id": "institution-record-q01", "text": "Which societies, journals or degrees mark bioinformatics as an established field?", "kind": "provenance" }, { "id": "institution-record-q02", "text": "What would show that it is emerging or dissolving rather than established?", "kind": "boundary" } ] } ] }, { "id": "classification", "name": "Classification schemes", "description": "Where library and research classifications put it.", "findings": [ { "id": "classification-record", "name": "Codes and their disagreements", "description": "The classification codes that place it, and where they differ.", "questions": [ { "id": "classification-record-q01", "text": "Which classification schemes place bioinformatics, under what codes?", "kind": "definition" }, { "id": "classification-record-q02", "text": "Where do those schemes disagree about its scope?", "kind": "boundary" } ] } ] } ] }, { "id": "provenance-and-evidence", "name": "Provenance, evidence and time", "description": "Where every claim about a bioinformatics 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 bioinformatics and how confident it is.", "questions": [ { "id": "claim-provenance-q01", "text": "What identifies and describes a claim about a bioinformatics, 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 bioinformatics, 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 bioinformatics 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 bioinformatics is retired without being erased.", "questions": [ { "id": "validity-and-supersession-q01", "text": "What identifies and describes the validity of a claim about a bioinformatics, 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 bioinformatics, 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 bioinformatics 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 } } } }