{"id":"W3118307709","doi":"","title":"Corporate govermance for sustainability","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Corporate sustainability; Sustainability; Business; Ecology; Biology","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":[0.004652713,0.0003613611,0.0003510473,0.0006972157,0.002822715,0.009655938,0.0006225542,0.00486554,0.01415742],"category_scores_gemma":[0.0114318,0.0001546415,0.0003903418,0.0009825634,0.004214894,0.005051414,0.004889933,0.004858877,0.003471215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003850857,"about_ca_system_score_gemma":0.009808242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006710659,"about_ca_topic_score_gemma":0.006705642,"domain_scores_codex":[0.9958284,0.001218296,0.000177445,0.0005887623,0.001543863,0.0006432026],"domain_scores_gemma":[0.995697,0.0007525679,0.0004159788,0.0009483914,0.001396336,0.0007896914],"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":[0.000003880136,0.00001284741,0.0003352852,0.00003124175,0.000006629954,0.00004956827,0.0004206439,0.0001190438,0.00008936253,0.9354538,0.04798792,0.0154899],"study_design_scores_gemma":[0.00000498806,0.00001148543,0.0007921017,0.0001218785,0.000005345225,0.00004657667,0.0002764282,0.000130981,0.0001253626,0.1709701,0.8275064,0.000008292185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008669078,0.01072488,0.004268785,0.215444,0.003986721,0.00004891522,0.0001630512,0.0001304576,0.7565641],"genre_scores_gemma":[0.5007624,0.01319249,0.005499436,0.04546275,0.003686705,0.000193028,0.0005279708,0.0002259243,0.4304493],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01415742,"threshold_uncertainty_score":0.04736125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02723854797978451,"score_gpt":0.2507110484087087,"score_spread":0.2234725004289242,"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."}}