{"id":"W2769794003","doi":"","title":"Climate Change: Directors at Risk Conference 2017: Best Practice Accounting and Corporate Goverance for Identifying and Managing Climate Risk","year":2017,"lang":"en","type":"article","venue":"","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate risk; Accounting; Climate change; Business; Risk management; Environmental resource management; Environmental science; Finance","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":[0.02257094,0.0007395215,0.0004490084,0.001725923,0.002529176,0.0116397,0.001434847,0.005620199,0.0151675],"category_scores_gemma":[0.02287802,0.000435821,0.0004177395,0.001976507,0.001663949,0.005621038,0.004744241,0.006621256,0.006080931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003820895,"about_ca_system_score_gemma":0.02168978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0194329,"about_ca_topic_score_gemma":0.04192895,"domain_scores_codex":[0.992434,0.002669312,0.000487973,0.0004766959,0.003219125,0.0007127902],"domain_scores_gemma":[0.9725569,0.003370404,0.001750899,0.001476828,0.01209308,0.008751814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001869389,0.0000474167,0.001666114,0.00006315811,0.000007396967,0.00004624542,0.0003004382,0.0003102094,0.0001654168,0.007710533,0.8736693,0.115995],"study_design_scores_gemma":[0.00000893453,0.00001837094,0.002609809,0.0003991805,0.000008720391,0.00005296794,0.0007434527,0.0005891032,0.0002967572,0.005308909,0.9899369,0.00002685358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00451411,0.04933377,0.009981152,0.7976413,0.03111803,0.0001788395,0.0004695461,0.0007575651,0.1060056],"genre_scores_gemma":[0.2522981,0.1554809,0.05475585,0.08657546,0.0435243,0.0004240706,0.00338169,0.001566314,0.4019934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02257094,"threshold_uncertainty_score":0.119368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031552735029809,"score_gpt":0.2948191509476428,"score_spread":0.1916638774446619,"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."}}