{"id":"W2241031405","doi":"","title":"Legal Instrumentalism and the LSA: A 'Movie Treatment'","year":2014,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Instrumentalism; Normative; Impulse (physics); Sociology; Political science; Art; Law and economics; Aesthetics; Law; Epistemology; Philosophy","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":[0.00176728,0.0002817266,0.0001957643,0.001131531,0.007264078,0.006285802,0.0007324549,0.002455475,0.008011532],"category_scores_gemma":[0.003111923,0.0001086878,0.0002296615,0.0006327993,0.02555194,0.004836166,0.002755208,0.004126852,0.0004957686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005372081,"about_ca_system_score_gemma":0.002214539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009474461,"about_ca_topic_score_gemma":0.01783754,"domain_scores_codex":[0.9986304,0.0008311429,0.00002817709,0.000126097,0.0002102737,0.0001739137],"domain_scores_gemma":[0.9991375,0.0003576626,0.0000830955,0.0001569581,0.0001096115,0.0001551237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007521186,0.000007875387,0.0001500857,0.00001294447,0.00000114611,0.00002443846,0.007093815,0.00001759317,0.00009191299,0.9838752,0.004343406,0.004374152],"study_design_scores_gemma":[0.00002180853,0.00006060913,0.002952711,0.0002506433,0.00001155109,0.0001640648,0.01574625,0.0006536781,0.0008374727,0.2477987,0.7314757,0.0000269199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06410681,0.005981147,0.007487265,0.1005081,0.0008175286,0.0000432513,0.0001057744,0.0001202953,0.8208299],"genre_scores_gemma":[0.9284874,0.001394094,0.001225479,0.008576035,0.0003550803,0.00005839533,0.00003557584,0.00006490855,0.05980312],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009474461,"threshold_uncertainty_score":0.03897732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160648357248885,"score_gpt":0.2594128415938685,"score_spread":0.2478063580213797,"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."}}