{"id":"W4285166404","doi":"10.1525/cse.2022.1711284","title":"Evaluating Carbon Management Practices of Royal Bank of Canada","year":2022,"lang":"en","type":"article","venue":"Case Studies in the Environment","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Business; Investment (military); Finance; Carbon finance; Natural resource economics; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001363352,0.00008056489,0.0002454455,0.00005729976,0.0001181575,0.000002501705,0.000161456,0.000009888203,0.0002100773],"category_scores_gemma":[0.00006812703,0.0000814594,0.00003549566,0.00005762927,0.00006919079,0.00001706411,0.0003464,0.0000896312,0.000001483106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000434493,"about_ca_system_score_gemma":0.000008348545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04728161,"about_ca_topic_score_gemma":0.01227982,"domain_scores_codex":[0.9990916,0.00004694515,0.0004679035,0.0001781015,0.00005498502,0.000160434],"domain_scores_gemma":[0.9988362,0.000172949,0.0007011635,0.0002753655,0.000002160924,0.00001220901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.000354391,0.002105302,0.1442857,0.002598698,0.00334133,0.004093183,0.158793,0.5037754,0.00004676817,0.1641259,0.008737884,0.007742413],"study_design_scores_gemma":[0.006603045,0.001953582,0.03033418,0.0001215382,0.0004111549,0.0008203666,0.7122034,0.0730883,0.0005199933,0.04470758,0.127135,0.00210178],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771774,0.004392568,0.000001369574,0.000428771,0.0002415344,0.0002172852,0.0001440952,0.000001286812,0.0173957],"genre_scores_gemma":[0.9986634,0.0006743686,0.0001280395,0.0001292268,0.00002301239,0.0001247017,0.000003023722,0.000007258928,0.0002469239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5534104,"threshold_uncertainty_score":0.9590626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2296911790076648,"score_gpt":0.3330472572449641,"score_spread":0.1033560782372993,"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."}}