{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005864364,0.00004802979,0.0001165783,0.00001874877,0.0002798525,0.00003352322,0.0001164712,0.00001926321,0.00002927374],"category_scores_gemma":[0.0001120762,0.00003678365,0.00008843782,0.00009592904,0.0000751381,0.00005675819,0.0000154179,0.0003644169,0.0000551828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002830056,"about_ca_system_score_gemma":0.0004650583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006583724,"about_ca_topic_score_gemma":0.0006194011,"domain_scores_codex":[0.9990682,0.0000091211,0.0002486252,0.00008067294,0.00002989684,0.0005635014],"domain_scores_gemma":[0.9996608,0.00004160178,0.0001410884,0.00007677915,0.00006072235,0.0000189996],"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":[0.000005884808,0.00001642155,0.00479881,9.089938e-7,0.0001079589,0.000001358848,0.00002603469,0.000004356799,0.0000141101,0.9913148,0.0001424579,0.003566912],"study_design_scores_gemma":[0.0002401396,0.00003841686,0.002152943,0.000005970822,0.000004603146,0.0001264417,0.0008721884,0.00001312561,0.0001041667,0.8464304,0.1499413,0.0000702554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2023081,0.4874048,0.008487825,0.01546865,0.001155879,0.00009476249,0.00004348516,0.00001790734,0.2850186],"genre_scores_gemma":[0.982362,0.01277517,0.00001776483,0.00006203022,0.00009911077,0.000001493101,7.788552e-7,0.000003256206,0.004678344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.780054,"threshold_uncertainty_score":0.2152427,"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."}}