{"id":"W132620350","doi":"10.1016/s0065-2407(08)00006-2","title":"The Development of Rational Thought: A Taxonomy of Heuristics and Biases","year":2008,"lang":"en","type":"article","venue":"Advances in child development and behavior","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":134,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Psychology; Heuristics; Cognitive psychology; Cognition; Action (physics); Social psychology; Distraction; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009455818,0.0001502723,0.0003137599,0.0001894632,0.00039225,0.00004201961,0.0003109086,0.00005175038,0.00001939178],"category_scores_gemma":[0.0004416489,0.00009691839,0.00003303941,0.0002795259,0.0003493442,0.0002964197,0.0001821652,0.00009910845,0.000004542099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002592964,"about_ca_system_score_gemma":0.0002026729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001796387,"about_ca_topic_score_gemma":0.0001715991,"domain_scores_codex":[0.9977638,0.00003917946,0.001181886,0.000326628,0.0005155742,0.0001729269],"domain_scores_gemma":[0.9981676,0.001018218,0.0003940322,0.0002087975,0.0001507121,0.00006062915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002960941,0.0001397217,0.2391298,0.000004172286,0.000003252157,0.000006438118,0.0008693932,0.00001268498,0.00001916315,0.0002054356,0.00003714604,0.7595432],"study_design_scores_gemma":[0.0007929815,0.00006535279,0.8233603,0.0001671241,0.00001747992,0.00008230507,0.001362234,0.0000368152,0.007414223,0.001764104,0.1645898,0.0003473222],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967483,0.001795827,0.0004535006,0.00003697992,0.0002038866,0.0002231807,0.000008309121,0.000006332165,0.0005237005],"genre_scores_gemma":[0.9460815,0.0005213522,0.05315589,0.00001386874,0.00001630197,0.00005808509,0.000004829166,0.000006271723,0.0001418695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7591959,"threshold_uncertainty_score":0.3952217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1472448917408702,"score_gpt":0.3751750156841011,"score_spread":0.2279301239432309,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}