{"id":"W2136762929","doi":"10.1111/1467-9280.01438","title":"Psychological Models of Professional Decision Making","year":2003,"lang":"en","type":"article","venue":"Psychological Science","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":252,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Heuristic; Psychology; Process (computing); Ideal (ethics); Simple (philosophy); Social psychology; Computer science; Law; Artificial intelligence; Epistemology; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004531627,0.0006802419,0.0003998688,0.001767078,0.0008433806,0.005422917,0.001339528,0.001809611,0.005000244],"category_scores_gemma":[0.01249985,0.0003589378,0.0007121938,0.001787125,0.005007889,0.004045314,0.001132742,0.002062971,0.0009649966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00255415,"about_ca_system_score_gemma":0.002012091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002591904,"about_ca_topic_score_gemma":0.001893113,"domain_scores_codex":[0.996564,0.002010511,0.0001056287,0.0003901749,0.0006868654,0.0002428654],"domain_scores_gemma":[0.9888387,0.007667994,0.001153503,0.000911516,0.0008729266,0.0005553685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003195601,0.00009816117,0.003553125,0.00007622356,0.00005498823,0.00004991222,0.001398747,0.01773359,0.00008646039,0.9626892,0.001702241,0.01252543],"study_design_scores_gemma":[0.00002825601,0.00003514432,0.002043789,0.00003577827,0.00001755714,0.00007789928,0.0003560951,0.02843701,0.00004375233,0.962106,0.006801658,0.00001719021],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1946128,0.004195399,0.4143306,0.03298732,0.0002548273,0.0004002335,0.0006168684,0.0002394329,0.3523625],"genre_scores_gemma":[0.9523315,0.001880727,0.03808673,0.001010232,0.0001607854,0.0002457757,0.0002104349,0.00002195295,0.00605201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005422917,"threshold_uncertainty_score":0.02396578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3179719015263955,"score_gpt":0.5405903908261886,"score_spread":0.2226184892997932,"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."}}