{"id":"W4404773478","doi":"10.1016/j.adiac.2024.100782","title":"Climate risk and asymmetric cost behavior","year":2024,"lang":"en","type":"article","venue":"Advances in Accounting","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Environmental science; Accounting; Economics; Econometrics","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":[0.001729936,0.0002976688,0.0006134953,0.0007207759,0.0003759681,0.002051951,0.000671241,0.001466659,0.005391181],"category_scores_gemma":[0.01464516,0.0002858927,0.0004570941,0.0008375396,0.001371366,0.003579794,0.0008466952,0.001710048,0.0002202165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001401925,"about_ca_system_score_gemma":0.0003901692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004691162,"about_ca_topic_score_gemma":0.003780062,"domain_scores_codex":[0.999339,0.0002275692,0.00004080379,0.00010231,0.0001947392,0.00009536867],"domain_scores_gemma":[0.9890644,0.005397548,0.003394786,0.001059141,0.0006304313,0.0004537714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001491269,0.0001097451,0.03175883,0.00006342639,0.0001901485,0.0003174969,0.0002689514,0.07502352,0.0009141649,0.8662767,0.003171194,0.02175663],"study_design_scores_gemma":[0.00001594185,0.00002057543,0.02861545,0.000019332,0.00004474984,0.000163995,0.0001787414,0.1255304,0.0002807919,0.8427559,0.002331441,0.00004273188],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8446169,0.003719457,0.08872033,0.009665961,0.0002785624,0.00002994282,0.0003842509,0.00009863728,0.05248586],"genre_scores_gemma":[0.9958766,0.0006231349,0.0008421295,0.0000961765,0.000169247,0.000002890573,0.00004128885,0.00001220624,0.002336327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005391181,"threshold_uncertainty_score":0.01803529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347550086487559,"score_gpt":0.2488515962604081,"score_spread":0.2353760953955325,"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."}}