{"id":"W4400663166","doi":"10.1007/s10668-024-05203-2","title":"Gender diversity and climate disclosure: a tcfd perspective","year":2024,"lang":"en","type":"article","venue":"Environment Development and Sustainability","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Instituto Politécnico de Lisboa; Canadian Intensive Care Foundation","keywords":"Perspective (graphical); Diversity (politics); Gender diversity; Climate change; Political science; Geography; Business; Ecology; Computer science; Corporate governance; Biology; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.007755511,0.0002059878,0.0002307656,0.001644155,0.001252842,0.002829018,0.0004479194,0.0006020806,0.004501922],"category_scores_gemma":[0.03218466,0.00009813927,0.000274591,0.001780211,0.002133145,0.001688948,0.002303097,0.0009122651,0.0001555214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001972683,"about_ca_system_score_gemma":0.002383905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008477945,"about_ca_topic_score_gemma":0.00946691,"domain_scores_codex":[0.9909474,0.005462139,0.0003079107,0.0005914274,0.001865942,0.0008250116],"domain_scores_gemma":[0.9463637,0.02990207,0.01609549,0.0014646,0.004172019,0.002002054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001296132,0.0001886849,0.8655934,0.0001514038,0.00009151786,0.0003283241,0.0178807,0.0009094194,0.0004229893,0.04524626,0.003492735,0.06556486],"study_design_scores_gemma":[0.00001423082,0.0001958055,0.8928386,0.0006313392,0.00006626791,0.0003569477,0.04724647,0.002170703,0.0008582524,0.02461345,0.03095153,0.00005638359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267734,0.003055014,0.00510055,0.0206802,0.0003398166,0.00005796343,0.0006153412,0.000009146547,0.04336846],"genre_scores_gemma":[0.9980293,0.0003203802,0.0003900509,0.0003458245,0.0001236952,0.00001080597,0.00004476494,0.0000015008,0.0007335669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008477945,"threshold_uncertainty_score":0.04101557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120958429894716,"score_gpt":0.2062910227643582,"score_spread":0.195081438465411,"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."}}