{"id":"W4411863352","doi":"10.1016/j.uclim.2025.102528","title":"Firestorm in California: The new reality for wildland-urban interface regions","year":2025,"lang":"en","type":"article","venue":"Urban Climate","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université Laval; Agriculture and Agri-Food Canada","funders":"National Oceanic and Atmospheric Administration; European Space Agency; National Aeronautics and Space Administration","keywords":"Interface (matter); Wildland–urban interface; Geography; Environmental science; Physical geography; Environmental planning; Meteorology","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":[0.0006549435,0.0001542754,0.00019722,0.00003453227,0.0001654483,0.00004521404,0.0004063785,0.00008230648,0.0001174247],"category_scores_gemma":[0.0001554027,0.0001114303,0.00007728406,0.0002925388,0.00009696478,0.00009802808,0.0002133396,0.0001608093,0.0003359299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003507606,"about_ca_system_score_gemma":0.00002214643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003100157,"about_ca_topic_score_gemma":0.008304526,"domain_scores_codex":[0.9987125,0.0000916972,0.0002945758,0.0003394549,0.0001416279,0.0004200896],"domain_scores_gemma":[0.9989917,0.0003325926,0.00008503094,0.0005120247,0.000004344118,0.00007436034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006907868,0.0000557459,0.1922662,0.00006217258,0.00001149998,0.000002905187,0.0005559557,0.0003087927,0.0003816074,0.0007167798,0.8041453,0.001423979],"study_design_scores_gemma":[0.001066102,0.00009131546,0.08342848,0.0002145038,0.0000338223,0.00000474746,0.0001101695,0.01872542,0.0005294288,0.002123463,0.8933875,0.0002850578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8709991,0.001137686,0.01000601,0.04876066,0.002629856,0.005573253,0.0004773167,0.0004901271,0.059926],"genre_scores_gemma":[0.9948373,0.00002346492,0.0001694301,0.0005574688,0.00007306279,0.0001038282,0.00001241429,0.00001726419,0.004205763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1238382,"threshold_uncertainty_score":0.468653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331869780894501,"score_gpt":0.2623552632087272,"score_spread":0.2490365653997822,"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."}}