{"id":"W4285169746","doi":"10.2139/ssrn.4143981","title":"Physical Climate Risk and Firms’ Adaptation Strategy","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Adaptation (eye); Business; Climate change adaptation; Climate risk; Climate change; Environmental resource management; Economics; Psychology; Ecology; Biology","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":[0.001419927,0.0001169466,0.0002319918,0.000146612,0.0006073244,0.000078495,0.0001507421,0.00002961382,0.0001804553],"category_scores_gemma":[0.00002579109,0.0001430915,0.00009435519,0.0001079228,0.0000284555,0.0002138218,0.00009076645,0.001195769,0.0000951399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006402859,"about_ca_system_score_gemma":0.0001108196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003267096,"about_ca_topic_score_gemma":0.0004934125,"domain_scores_codex":[0.9980911,0.00003104942,0.0003294943,0.0002303961,0.00002978134,0.001288201],"domain_scores_gemma":[0.9993979,0.0000380396,0.0003735827,0.0001159598,0.000008594088,0.00006592925],"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":[0.00004997518,0.00008393839,0.01184608,0.000005979437,0.00007442352,0.000001640378,0.001322352,0.002179138,0.000005227295,0.9735385,0.00005434247,0.01083839],"study_design_scores_gemma":[0.0007155829,0.0004404225,0.002688297,0.000001578759,0.00001356991,0.0002090032,0.00555048,0.02378269,0.000002948033,0.9607501,0.005611822,0.0002334771],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913977,0.003760068,0.0009016559,0.0004697139,0.0001920471,0.00008162146,0.0002350669,0.0000197103,0.002942425],"genre_scores_gemma":[0.9845653,0.01469977,0.00002569144,0.0001042588,0.0002862247,0.00001529273,0.00001588402,0.00002321754,0.000264352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02160356,"threshold_uncertainty_score":0.58351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04133480450665288,"score_gpt":0.2390339855927107,"score_spread":0.1976991810860578,"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."}}