{"id":"W2278978939","doi":"10.2139/ssrn.2693826","title":"The Death of Rules and Standards","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal and Constitutional Studies","field":"Economics, Econometrics and Finance","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vector Institute; Royal Ontario Museum; Queen's University; University of Toronto","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001987912,0.0000472188,0.0001117494,0.00002666681,0.0001878447,0.0000318852,0.00008842792,0.00001748917,0.000003724374],"category_scores_gemma":[0.0001488247,0.00003271408,0.00003516352,0.00003040006,0.00008813087,0.00007753271,0.00002771143,0.0002644428,0.00001136917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003780977,"about_ca_system_score_gemma":0.000636876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001534684,"about_ca_topic_score_gemma":0.0001608024,"domain_scores_codex":[0.9992287,0.000006720566,0.0001936039,0.00006463986,0.00006109642,0.0004452073],"domain_scores_gemma":[0.9996992,0.00002061199,0.0001180348,0.00004784099,0.00007994615,0.00003432433],"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":[0.00001589667,0.000006416067,0.01964527,7.498787e-7,0.0000633601,2.690244e-7,0.00005010573,0.000002378461,3.631498e-7,0.9780629,0.00009916672,0.002053132],"study_design_scores_gemma":[0.0002501573,0.00008444315,0.002623811,0.000002421142,0.000003022312,0.00005028661,0.0002659152,0.00001290751,0.000003615798,0.8876879,0.1089741,0.00004139735],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5005007,0.3311417,0.007884327,0.005994862,0.0004802449,0.00009943591,0.00009665004,0.00001339054,0.1537887],"genre_scores_gemma":[0.9866423,0.01256901,0.00002766262,0.00002219454,0.0000772376,0.00000125866,2.420302e-7,0.000002836483,0.0006572402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4861416,"threshold_uncertainty_score":0.1444769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424408546567745,"score_gpt":0.2261757750307114,"score_spread":0.2019316895650339,"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."}}