{"id":"W4399725206","doi":"10.2139/ssrn.4861441","title":"Climate Change Risk and Corporate Payout Policy","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Climate change; Business; Financial system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001821659,0.0001635563,0.0002599069,0.0004677988,0.0002385692,0.0002209783,0.0001509426,0.00009212281,0.0000399887],"category_scores_gemma":[0.00006040107,0.0001638328,0.0001089861,0.0004637592,0.00004992219,0.0004801549,0.00005636034,0.001205096,0.0003421196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006113699,"about_ca_system_score_gemma":0.0003720542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004821233,"about_ca_topic_score_gemma":0.0002084075,"domain_scores_codex":[0.9972776,0.00001826247,0.0003709823,0.0003078847,0.00003675381,0.001988559],"domain_scores_gemma":[0.9994318,0.00002451123,0.0002797143,0.0001546005,0.0000249614,0.00008440309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001300918,0.00001199478,0.04472439,0.00002233571,0.00005049388,0.0000194061,0.0002968246,0.000001881296,7.536669e-7,0.8952045,0.00008710862,0.0595673],"study_design_scores_gemma":[0.0003154906,0.0002068536,0.01214831,0.00003177791,0.00001341566,0.0002803922,0.0004598154,0.0007272749,0.000002389889,0.9515986,0.0339942,0.0002214736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.778967,0.2008405,0.003731982,0.005745851,0.0007741965,0.0002865574,0.0001748989,0.0001342696,0.009344707],"genre_scores_gemma":[0.8684423,0.1277734,0.00002920794,0.0001721448,0.0008824422,0.00001372794,0.000003870777,0.00003486329,0.002648073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08947528,"threshold_uncertainty_score":0.6680908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588343974674644,"score_gpt":0.2278306364679288,"score_spread":0.2019471967211823,"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."}}