{"id":"W4324125836","doi":"10.2139/ssrn.4378275","title":"Investor Driven Climate Accountability","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Accountability; Business; Accounting; Financial system; Political science; Law","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":[0.002622147,0.0001976845,0.0002004048,0.0005169649,0.0009641788,0.004194929,0.0004394679,0.003084522,0.01891449],"category_scores_gemma":[0.0124376,0.00014702,0.0002084072,0.0005730223,0.001191148,0.002846756,0.001921761,0.003539835,0.002540839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001783316,"about_ca_system_score_gemma":0.002394625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157769,"about_ca_topic_score_gemma":0.00334072,"domain_scores_codex":[0.9983196,0.0004267425,0.00004683073,0.0002206488,0.0006723628,0.0003137162],"domain_scores_gemma":[0.996323,0.0009472837,0.0006457493,0.0006071994,0.0009699841,0.0005068433],"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":[0.00002896829,0.00004194919,0.002029114,0.00002164609,0.00001775145,0.00006848524,0.0001911783,0.001141263,0.0003630561,0.9190009,0.04985692,0.02723883],"study_design_scores_gemma":[0.00001629151,0.00003897211,0.004727495,0.00007936953,0.00001959386,0.0000928516,0.0002436843,0.005772208,0.001147737,0.7258362,0.2619995,0.0000261886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.044329,0.001440089,0.01249939,0.06228631,0.002365576,0.00003132471,0.000276867,0.0003038819,0.8764675],"genre_scores_gemma":[0.8525981,0.0009068737,0.001797991,0.007686767,0.001190074,0.00002809645,0.0001092149,0.0001242864,0.1355586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01891449,"threshold_uncertainty_score":0.06327528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177367285379936,"score_gpt":0.2354777205687294,"score_spread":0.21370404771493,"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."}}