{"id":"W4408366370","doi":"10.1007/978-3-031-82775-4_18","title":"Wildfire Risk and the Problem of Insurability: A Case by Matthew Auer","year":2025,"lang":"en","type":"book-chapter","venue":"Natural resource management and policy","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Insurability; History; Political science; Law; Health insurance","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":[0.0005995072,0.0003359177,0.000412382,0.0001162043,0.0001901157,0.00005862786,0.0002498387,0.0001761606,0.0000869333],"category_scores_gemma":[0.00003071328,0.0002182372,0.0001050292,0.0001030775,0.0006061057,0.0000553267,0.0007817585,0.0004251693,0.00002521655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113973,"about_ca_system_score_gemma":0.000005894553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005228119,"about_ca_topic_score_gemma":0.0002771249,"domain_scores_codex":[0.9985118,0.0001154676,0.0003381393,0.0004570828,0.0003278984,0.0002495933],"domain_scores_gemma":[0.9989326,0.0002816374,0.0002764625,0.0004303429,0.00000495043,0.00007399193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001907542,0.00002470704,0.001274659,0.00101771,0.0003223836,0.000103664,0.0009564806,0.000003776672,0.000004670939,0.03495306,0.07118696,0.8899612],"study_design_scores_gemma":[0.00104304,0.00004852874,0.0007365056,0.0002902904,0.0002199589,0.00005406651,0.00005488576,0.0003559745,0.000002660694,0.005668061,0.9912509,0.0002751431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03382422,0.006221334,0.000003518228,0.002426372,0.00004834988,0.002309412,0.0001290835,0.00005409873,0.9549836],"genre_scores_gemma":[0.3392502,0.0009498755,0.0001162354,0.000534223,0.00005453937,0.00003750696,0.00001631077,0.000032989,0.6590081],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9200639,"threshold_uncertainty_score":0.8899457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002710738009175156,"score_gpt":0.1959264223876975,"score_spread":0.1932156843785223,"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."}}