{"id":"W2117162071","doi":"10.3763/ehaz.2009.0006","title":"Comparison of homeowner response to wildfire risk among towns with and without wildfire management","year":2009,"lang":"en","type":"article","venue":"Environmental Hazards","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Institute for Catastrophic Loss Reduction","keywords":"Government (linguistics); Risk management; Business; Wildland–urban interface; Attribution; Environmental planning; Environmental resource management; Risk perception; Perception; Geography; Environmental science; Finance; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005457035,0.0003548907,0.0004434826,0.0000862633,0.0001882339,0.00003427552,0.0003039499,0.00009494941,0.0002709105],"category_scores_gemma":[0.00001311128,0.0002896039,0.00006306454,0.0002071706,0.0003668162,0.0002733707,0.0002395748,0.0001976918,0.000252421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003340119,"about_ca_system_score_gemma":0.000003936336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002620282,"about_ca_topic_score_gemma":0.00009472274,"domain_scores_codex":[0.9975274,0.0002201453,0.0003873371,0.0006595579,0.0007584643,0.0004470717],"domain_scores_gemma":[0.9988315,0.00004791067,0.0002158321,0.0005998494,6.853329e-7,0.0003042552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007578277,0.0003137762,0.9187772,0.000008335751,0.00003998036,0.00001615654,0.001011493,0.0004606977,0.006496868,0.000001844225,0.0007700649,0.0713458],"study_design_scores_gemma":[0.0009823943,0.001457087,0.9852002,0.00007641055,0.00006745943,0.00001279029,0.0004479805,0.001683099,0.003619763,0.00001339649,0.006046855,0.0003925106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956328,0.00008786456,0.0001968632,0.0001839341,0.00006156437,0.0009261641,0.0000281166,0.00005809448,0.002824592],"genre_scores_gemma":[0.9962708,0.00002594765,0.00219821,0.000149202,0.00002132891,0.00004164279,0.00000831415,0.00003778359,0.001246816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07095329,"threshold_uncertainty_score":0.9999556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003700590182435323,"score_gpt":0.2236986364362605,"score_spread":0.2199980462538252,"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."}}