{"id":"W4385755367","doi":"10.1177/00483931231181930","title":"Instrumental Rationality in the Social Sciences","year":2023,"lang":"en","type":"article","venue":"Philosophy of the Social Sciences","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Instrumentalism; Rationality; Epistemology; Argument (complex analysis); Subjectivism; Philosophy of science; Simple (philosophy); Counterexample; Sociology; Positive economics; Philosophy; Ecological rationality; Economics; Mathematics","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":[0.006334121,0.0004331935,0.0005925359,0.00133025,0.001855788,0.003983808,0.001264076,0.00265674,0.003690128],"category_scores_gemma":[0.006277718,0.0002381885,0.0006454124,0.0008224522,0.01836178,0.004052867,0.003159086,0.004603737,0.0005784679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003713736,"about_ca_system_score_gemma":0.002479245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001603281,"about_ca_topic_score_gemma":0.0009437788,"domain_scores_codex":[0.9959124,0.002654005,0.00007950136,0.000293366,0.0008221422,0.0002384787],"domain_scores_gemma":[0.9947906,0.004043835,0.0002059077,0.0004235646,0.0003126868,0.0002234938],"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":[0.000001761412,0.000004476125,0.0000317162,0.00001203201,0.000002663298,0.000006319915,0.00008652072,0.0002274907,0.00001599978,0.9980658,0.0004389548,0.001106243],"study_design_scores_gemma":[0.000002321842,0.000001594538,0.00003789641,0.00001051062,5.771677e-7,0.000003123128,0.00002394322,0.0002713542,0.00001486032,0.9966738,0.002958897,0.000001117987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04561741,0.03501719,0.2100413,0.2047376,0.002096526,0.0001046393,0.0001280948,0.0002217225,0.5020354],"genre_scores_gemma":[0.941923,0.008317602,0.02325138,0.009102215,0.001537207,0.0001900085,0.00005112513,0.00006279287,0.0155647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006334121,"threshold_uncertainty_score":0.03349847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3416999638884397,"score_gpt":0.3965036872482954,"score_spread":0.05480372335985573,"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."}}