{"id":"W2965931042","doi":"10.1177/0963721419855658","title":"Logic, Fast and Slow: Advances in Dual-Process Theorizing","year":2019,"lang":"en","type":"article","venue":"Current Directions in Psychological Science","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":247,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Agence Nationale de la Recherche","keywords":"Sketch; Dual (grammatical number); Process (computing); Inference; Dual process theory (moral psychology); Cognitive science; Deliberation; Logical reasoning; Psychology; Task (project management); Key (lock); Thinking processes; Epistemology; Computer science; Cognitive psychology; Artificial intelligence; Social psychology; Moral reasoning; Algorithm","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":[0.003966857,0.0001584965,0.0003004613,0.0007015237,0.0002098935,0.0003525901,0.0007307742,0.00007612712,0.0003230447],"category_scores_gemma":[0.00200814,0.0001048284,0.00005295665,0.003503021,0.000719912,0.00115279,0.0002029952,0.0003615009,0.0003332106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008956304,"about_ca_system_score_gemma":0.00003346659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005102796,"about_ca_topic_score_gemma":0.00003859008,"domain_scores_codex":[0.9969069,0.0001126636,0.0006293698,0.001223545,0.0006885972,0.0004389212],"domain_scores_gemma":[0.9983649,0.0007337355,0.0001648612,0.0004782418,0.0001240839,0.0001341375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001543736,0.0002162089,0.1292567,0.000001225095,1.543226e-7,0.000003832794,0.0001478649,0.0002983723,0.0001703742,0.002351008,0.00003529759,0.8675035],"study_design_scores_gemma":[0.0005809644,0.0001909979,0.3974898,0.0001158589,0.000002138917,0.00004439648,0.001426943,0.002209644,0.00006493076,0.5778935,0.0195839,0.000396976],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732892,0.001286989,0.0003089269,0.0002013666,0.003390567,0.000193488,0.000004550876,0.00004147002,0.02128343],"genre_scores_gemma":[0.9988112,0.0006209671,0.0003572228,0.00007442643,0.00003493164,0.00002144554,3.730973e-7,0.000003657569,0.00007581334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8671065,"threshold_uncertainty_score":0.4282859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1260769883794588,"score_gpt":0.5129724884774227,"score_spread":0.3868955000979639,"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."}}