{"id":"W3096731131","doi":"10.3138/9781487532314","title":"Corporate Cataclysm","year":2020,"lang":"en","type":"book","venue":"University of Toronto Press eBooks","topic":"Legal principles and applications","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001614386,0.0006416386,0.000300474,0.0014302,0.01129245,0.01679895,0.001135886,0.004151794,0.03477504],"category_scores_gemma":[0.005552262,0.0003172389,0.0002264614,0.001922339,0.01035458,0.005641628,0.003635286,0.006148506,0.009561494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01583299,"about_ca_system_score_gemma":0.01037249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06532031,"about_ca_topic_score_gemma":0.07812328,"domain_scores_codex":[0.9970934,0.0005837423,0.00005970257,0.0003924734,0.001484541,0.0003861143],"domain_scores_gemma":[0.9980084,0.0006968941,0.00009483293,0.0002505779,0.0007281547,0.0002211886],"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":[0.00000446028,0.00000733969,0.00006793495,0.00002880635,9.346688e-7,0.00006530381,0.003189052,0.00002692834,0.00005992729,0.6713153,0.3153246,0.009909424],"study_design_scores_gemma":[0.000001603548,0.000002443365,0.00007031002,0.0000550557,7.400384e-7,0.00004847744,0.000780221,0.00003334756,0.00004564374,0.01153669,0.9874227,0.000002776016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009345982,0.00492009,0.0005016938,0.01961066,0.002158117,0.00001685678,0.00004778737,0.00007586958,0.9717344],"genre_scores_gemma":[0.06813829,0.003625217,0.0003623416,0.01570787,0.001494344,0.00007863653,0.0001094817,0.0001487433,0.910335],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06532031,"threshold_uncertainty_score":0.1298802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0575101006749222,"score_gpt":0.2477963120118943,"score_spread":0.190286211336972,"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."}}