{"id":"W4239875842","doi":"10.2139/ssrn.3951197","title":"The Costs of Mistakes","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal and Constitutional Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Business","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":[0.006423716,0.0004455001,0.0008412901,0.002203881,0.002478578,0.007081134,0.001110047,0.005060431,0.04550496],"category_scores_gemma":[0.09523868,0.000557769,0.0005124467,0.001903948,0.005770185,0.009693936,0.00321118,0.003785341,0.003815822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002441679,"about_ca_system_score_gemma":0.002524949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004168369,"about_ca_topic_score_gemma":0.005273689,"domain_scores_codex":[0.9923758,0.002798833,0.0004845762,0.0009349649,0.002238285,0.001167661],"domain_scores_gemma":[0.8642407,0.08831903,0.01681855,0.01596051,0.0102179,0.004443374],"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":[0.0005577851,0.0002219226,0.03976502,0.0002570883,0.0001656392,0.001646973,0.00431347,0.01260084,0.0004219262,0.7989512,0.04481486,0.09628343],"study_design_scores_gemma":[0.00006148937,0.00006968243,0.01207929,0.0001804105,0.00007787736,0.0008411452,0.004517869,0.007471394,0.0003969078,0.940596,0.03365559,0.00005224007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3060962,0.003603533,0.02847331,0.06514922,0.0006907479,0.0001096941,0.001100959,0.0003399807,0.5944365],"genre_scores_gemma":[0.9708409,0.0008186568,0.00119645,0.001203986,0.0003047403,0.00003976612,0.000101884,0.00007170603,0.02542201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04550496,"threshold_uncertainty_score":0.1522292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140559348484065,"score_gpt":0.1978197360517889,"score_spread":0.1837638012033824,"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."}}