{"id":"W2974680420","doi":"10.1080/20403313.2019.1658450","title":"The place of instrumental reasoning in law","year":2019,"lang":"en","type":"article","venue":"Jurisprudence","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Jurisprudence; Law; Constitution; Philosophy of law; Sociology; Epistemology; Order (exchange); Law and economics; Political science; Public law; Philosophy; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005517369,0.00006073464,0.0001087219,0.000008842906,0.0003706801,0.00004046911,0.0002957713,0.00004674226,0.00004522433],"category_scores_gemma":[0.0001773117,0.0000403943,0.00003649965,0.0001746405,0.000517752,0.000197764,0.00008810822,0.0001174184,0.00007161056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001527579,"about_ca_system_score_gemma":0.00003896715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01545098,"about_ca_topic_score_gemma":0.01614332,"domain_scores_codex":[0.9990265,0.0001100666,0.000150337,0.0001251425,0.0003508719,0.000237041],"domain_scores_gemma":[0.9994705,0.0002732443,0.00008030036,0.0001052261,0.00003832924,0.000032449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004048897,0.00004814293,0.3520461,0.00001971787,0.00002132999,0.000002928263,0.05961826,0.00003338011,0.000960333,0.5825082,0.0006959811,0.004005123],"study_design_scores_gemma":[0.001215645,0.0001449163,0.480016,0.0004404392,0.00001589932,0.000001445937,0.1268175,0.000193808,0.003744515,0.002155384,0.3846882,0.0005662173],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9349359,0.0003502307,7.325276e-7,0.001427666,0.000243321,0.0002250449,0.000001177922,0.0000169684,0.06279891],"genre_scores_gemma":[0.997754,0.0001937614,0.0001344546,0.00006130923,0.0000430871,0.000009423983,2.212066e-7,0.000003107444,0.001800593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5803528,"threshold_uncertainty_score":0.9911052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126553656499789,"score_gpt":0.3071661815099174,"score_spread":0.2945108158599385,"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."}}