critical thinking
Enable an agent to recognise and support critical thinking by recording how a person or group examines claims, evaluates reasons, reaches judgments and revises them under uncertainty.
Research draft, second pass
A second pass drafted this model: the structure a model of this thing needs, and what is known about it in the world. The line under this one says how the second half was obtained - researched against sources, or recalled without web access, in which case nothing here was read anywhere and every claim is a lead to verify. Unreviewed either way.
recalled by Codex without web access - no source was read
Researched by: Codex
Purpose and description
Enable an agent to recognise and support critical thinking by recording how a person or group examines claims, evaluates reasons, reaches judgments and revises them under uncertainty.
Critical thinking is the deliberate evaluation of claims, evidence, assumptions and inferences to reach reasoned judgments about what to believe or do, with competing accounts emphasizing logical appraisal, reflective inquiry, or self-regulation and intellectual dispositions.
It can be Elicit a precise claim and reconstruct its supporting argument for confirmation.; Identify unstated assumptions, missing evidence and unsupported inferential steps.; Compare sources and competing explanations using explicit criteria.; Generate a relevant counterexample or objection and invite a reasoned response.; Record a provisional judgment, its confidence and conditions for revision.; Select contextualised assessment or practice tasks and interpret their results within stated limits..
Distinguishing features
An episode exposes reasons and evaluates their adequacy; merely expressing an opinion does not establish critical thinking.
Evaluation applies to preferred claims as well as opposing claims; reflexive disagreement or universal distrust is insufficient.
A correct conclusion without an inspectable reasoning process provides limited evidence of critical thinking.
Persuasive success is distinguishable from evidential support: a convincing argument can still rest on weak premises.
The thinker can identify uncertainty or conditions for revision; confidence alone is not evidence of sound judgment.
Scope
+ Competing definitions and their criteria for a critical-thinking episode
+ Clarification of claims, questions, assumptions and argumentative structure
+ Evaluation of evidence, sources, inferences and alternative explanations
+ Reflective judgment, calibrated confidence and reason-responsive revision
+ Dispositions, contextual supports and assessment of demonstrated performance
- Formal logic as a mathematical discipline
- General intelligence and cognition beyond reflective evaluation
- Creative idea generation except where alternatives are evaluated
- Persuasion and rhetoric assessed solely by their effect on an audience
- Domain-specific factual knowledge and professional decision protocols
- Moral correctness of conclusions independently of the reasoning used
Characteristics
- Adopted conception
- Named framework and version, locally specified conception, or unresolved comparison Determines what counts as critical thinking and prevents incompatible definitions from being silently combined.
- Unit of assessment
- Reasoning episode, individual capacity, individual disposition, or collective deliberation A strong performance on one task does not by itself establish a stable personal or group capacity.
- Claim and reason structure
- Claims linked to premises, evidence, assumptions, objections and conclusions Makes the reasoning available for inspection and reveals where support is missing.
- Evidence appraisal
- Unexamined, partially examined, adequate for the stated purpose, inadequate, or contested, with justification Separates possessing information from evaluating its relevance, credibility and limitations.
- Inference type
- Deductive, inductive, abductive, causal, analogical, practical, or mixed Different inferences require different tests of support.
- Judgment confidence
- Explicitly anchored ordinal rating or probability from 0 to 1 where meaningful Records uncertainty without treating a confidence report as proof of calibration.
- Revision conditions
- Judgment linked to evidence, objections or contextual changes that would warrant revision Makes openness to correction concrete and assessable.
- Assessment result
- Instrument-specific score with rubric, task, conditions and uncertainty; no assumed universal unit Prevents scores from different tasks or instruments from being treated as interchangeable.
- Domain dependence
- Performance linked to subject knowledge, task familiarity, language and available resources Supports cautious interpretation of performance and claims about transfer.
Also called
Where this came from
wikidata · CC0 1.0
Drafted structure
Bundle to layer to finding to question, as the second pass will find it: 6 bundles · 11 layers · 17 findings · 27 questions.
Conceptions and boundaries Records competing accounts of critical thinking and the instances each account recognises.
A model must expose definitional disagreement before judging whether an activity or person meets its criteria.
Definitions and commitments
Compares accounts centred on argument evaluation, reflective judgment, dispositions or situated practice.
Framework-specific criteria
Record each definition, its proponents and source, and whether it requires skills, dispositions, contextual knowledge or particular intellectual standards.
- Which proponents and primary texts define this conception of critical thinking? provenance
- What does this conception require, and which requirements do competing accounts dispute? definition
Instances and neighbours
Tests the boundary between critical thinking and related reasoning activities.
Episode inclusion test
Record examples and counterexamples that separate reflective evaluation from recall, fluent explanation, persuasion and habitual scepticism.
- What observable reasoning makes this episode an instance of critical thinking under the adopted conception? boundary
- Would an accidentally correct answer or an unsupported rejection satisfy that conception, and why? boundary
Claims and argument reconstruction Makes the question, claims and inferential commitments explicit before evaluation.
An agent cannot fairly assess reasoning if it has misunderstood the claim or supplied premises the thinker did not endorse.
Question and claim clarification
Identifies what is being asked or asserted and resolves consequential ambiguity.
Precise target of judgment
Record the claim's terms, scope, qualifications and whether the issue concerns description, explanation, prediction or action.
- What exact claim is being evaluated, including its quantifiers, conditions and ambiguous terms? definition
- Which clarification would materially change the evidence or reasoning needed to answer the question? action
Premises and inference
Reconstructs how the conclusion is supposed to follow from explicit and implicit reasons.
Endorsed argument map
Record premises, intermediate conclusions, hidden assumptions and inference types while distinguishing the original reasoning from an agent's proposed reconstruction.
- Which premises and assumptions does the thinker actually endorse, and which were supplied during reconstruction? provenance
- What test of inferential support fits this argument, and does the conclusion exceed what its premises warrant? measurement
Evidence and alternative testing Examines evidential support and tests claims against plausible objections and alternatives.
Critical evaluation needs more than collecting supporting statements or attaching fallacy labels.
Source and evidence appraisal
Evaluates the connection between a source, its evidence and the particular claim under consideration.
Claim-specific evidence quality
Record relevance, methods, expertise, independence, corroboration and limitations, including whether apparent agreement comes from repeated use of one source.
- What original evidence supports this claim, and are the supporting reports independent? provenance
- How do the evidence's methods, limitations and relevance affect the support it provides for this particular conclusion? measurement
Counterexamples and rival explanations
Uses targeted challenges to distinguish a supported judgment from selective confirmation.
Discriminating challenges
Record plausible alternatives, strong objections and observations that would discriminate between them without treating every imaginable alternative as equally credible.
- Which counterexample or rival explanation most seriously challenges the current reasoning? boundary
- What feasible observation or check would distinguish the leading alternatives? action
Judgment and self-correction Connects evaluated reasons to provisional conclusions, confidence and subsequent revision.
The model must capture how evaluation changes judgment and when further inquiry is warranted.
Warrant and uncertainty
Records the strength and limits of a conclusion separately from any practical need to act.
Proportionate conclusion
Record what the available reasons warrant, remaining uncertainty and the distinction between accepting a claim and acting under unresolved uncertainty.
- How strong a conclusion is justified, and which uncertainties should remain explicit? measurement
- Do the stakes and costs of further inquiry support checking more, suspending judgment or taking a provisional action? action
Reflection and revision
Examines responses to criticism and the consistency of standards applied to preferred and disfavoured claims.
Reason-responsive updating
Record revision triggers, actual responses to new reasons and explanations for retaining or changing a judgment; changing one's mind is not automatically evidence of improvement.
- What evidence or objection would warrant revising this judgment, and are comparable standards applied to competing claims? measurement
- After a challenge, should the claim, confidence, supporting argument or inquiry plan change, and for what reason? action
Dispositions, context and assessment Separates demonstrated reasoning from willingness, opportunity and claims about general ability.
Observed performance depends on the task and conditions, so a single response cannot safely support unrestricted judgments about a thinker.
Willingness and opportunity
Records whether the thinker is inclined and able to examine reasons in the actual setting.
Disposition in context
Record evidence of intellectual humility, fair consideration and persistence alongside relevant time, knowledge, language, access and social constraints.
- What repeated behaviour supports an inference about willingness to evaluate reasons, beyond self-report? measurement
- Could the observed difficulty reflect missing knowledge, inaccessible presentation or pressure against dissent, and what support would help distinguish these explanations? action
Performance and transfer
Records how assessment tasks operationalise critical thinking and how far their results can be generalised.
Bounded assessment interpretation
Record the instrument or rubric, assessed conception, task conditions, scoring evidence and demonstrated transfer across tasks or domains.
- Which aspects of critical thinking does this task measure, and what evidence supports its scoring and intended interpretation? measurement
- What additional performance evidence is needed before generalising this result to another domain, a stable capacity or a group? boundary
Evidence and external alignment What the world already says about this thing, gathered so the model can be checked against it.
A model that cannot be lined up against existing standards, identifiers and practice cannot be adopted by anyone who already uses them.
Reported evidence
Findings from the breadth pass, kept separate from the structural claims.
Check these first
Recalled without web access and unsourced; every item is a lead to verify.
- This describes an activity and educational construct, not critical theory; the registry supplies no narrower sense.
- Robert Ennis emphasizes reasonable reflective thinking about belief and action; the American Philosophical Association Delphi project led by Peter Facione emphasizes purposeful, self-regulatory judgment. These are influential accounts, not a universally binding definition.
- The domain-generality of critical thinking, transfer between subjects, and the relationship between skills and dispositions remain debated; named assessments should be checked for edition, validity and population fit.
- Which of these check these first hold for the sense of critical thinking this model covers, and on what evidence? provenance
Kinds and varieties
Recalled without web access and unsourced; every item is a lead to verify.
- Informal-logic approaches emphasizing arguments and their evaluation
- Reflective-inquiry approaches emphasizing problems, evidence and warranted conclusions
- Skills-and-dispositions approaches emphasizing reasoning abilities and willingness to use them
- Which of these kinds and varieties hold for the sense of critical thinking this model covers, and on what evidence? provenance
Real-world use
Recalled without web access and unsourced; every item is a lead to verify.
- Education: evaluating students' reasoning and teaching them to justify conclusions.
- Scientific inquiry: comparing explanations, appraising evidence and identifying alternative hypotheses.
- Professional decisions: assessing uncertain evidence and explaining the grounds for action.
- Media literacy: evaluating sources, distinguishing claims from support and checking misleading inferences.
- Public deliberation: examining policy arguments, assumptions and competing values.
- Which of these real-world use hold for the sense of critical thinking this model covers, and on what evidence? provenance
Typical measurements
Recalled without web access and unsourced; every item is a lead to verify.
- Critical-thinking performance assessed by instruments such as the California Critical Thinking Skills Test or Watson-Glaser Critical Thinking Appraisal - Instrument-, edition- and population-dependent; no universal typical range - Instrument-specific raw or standardized score
- Disposition toward critical thinking assessed by the California Critical Thinking Disposition Inventory - Scale- and population-dependent; distinct from demonstrated reasoning performance - Instrument-specific inventory score
- Which of these typical measurements hold for the sense of critical thinking this model covers, and on what evidence? provenance
Failure modes and hazards
Recalled without web access and unsourced; every item is a lead to verify.
- Motivated reasoning: using analytical ability to defend a preferred conclusion while applying weaker scrutiny to supporting evidence.
- Equating critical thinking with habitual skepticism, fault-finding or rejection of expertise.
- Applying formal reasoning correctly to false premises, poor evidence or inadequate subject knowledge.
- Assuming performance on a reasoning test establishes reliable reasoning across unfamiliar domains.
- Treating intellectual confidence or self-reported open-mindedness as demonstrated competence.
- Which of these failure modes and hazards hold for the sense of critical thinking this model covers, and on what evidence? provenance
Regional variation
Recalled without web access and unsourced; every item is a lead to verify.
- The English-language educational construct overlaps with other traditions of logic, argumentation and reflective inquiry, but translations and curricular categories are not necessarily equivalent.
- Assessment across languages and educational settings requires checking linguistic demands, cultural assumptions and the appropriateness of comparison norms.
- Which of these regional variation hold for the sense of critical thinking this model covers, and on what evidence? provenance
Neighbouring kinds and how to tell them apart
Recalled without web access and unsourced; every item is a lead to verify.
- Logical reasoning - Logical reasoning concerns inferential relations; critical thinking also evaluates evidence, source credibility, assumptions and whether reasoning should be revised.
- Problem solving - Problem solving seeks a solution; critical thinking evaluates whether the problem framing, proposed solution and supporting reasons are justified.
- Scientific thinking - Scientific thinking uses methods for empirical investigation and explanation; critical thinking also applies to ethical, practical and interpretive judgments.
- Metacognition - Metacognition involves monitoring and regulating cognition; critical thinking specifically concerns the quality and justification of judgments.
- Critical theory - Critical theory names traditions of social critique; critical thinking names reasoning practices and dispositions without requiring commitment to those traditions.
- Which of these neighbouring kinds and how to tell them apart hold for the sense of critical thinking this model covers, and on what evidence? provenance
What the second pass must settle
- Which primary-source definitions and proponents should anchor the model, and where do their requirements for skills, dispositions and intellectual standards conflict?
- How much of assessed critical-thinking performance transfers across domains once subject knowledge and task familiarity are accounted for?
- Which assessment instruments support defensible interpretations across languages, educational backgrounds and accessibility needs?
- What evidence distinguishes durable willingness to think critically from compliance with prompts in a favourable setting?
- When should collective deliberation count as critical thinking at the group level, especially when participants contribute different parts of the reasoning?