{"id":"W6947927290","doi":"10.4224/40002647","title":"National guide for wildland-urban-interface fires: guidance on hazard and exposure assessment, property protection, community resilience and emergency planning to minimize the impact of wildland-urban interface fires","year":2021,"lang":"en","type":"standard","venue":"NPARC","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Canadian Forest Service; U.S. Forest Service","keywords":"Resilience (materials science); Hazard; Property (philosophy); Community resilience; Interface (matter); Emergency planning; Vulnerability (computing)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.005241471,0.001492192,0.00120424,0.002659785,0.001734315,0.002727326,0.003883514,0.00560427,0.1117378],"category_scores_gemma":[0.01328824,0.001685974,0.001111567,0.002205202,0.0009420849,0.003293548,0.001833145,0.003514576,0.131077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002082148,"about_ca_system_score_gemma":0.02044828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05668629,"about_ca_topic_score_gemma":0.1445081,"domain_scores_codex":[0.9952028,0.0005829145,0.0003501458,0.0001488637,0.003448824,0.0002665089],"domain_scores_gemma":[0.9817871,0.00205289,0.0005790394,0.0006950733,0.01427209,0.0006137989],"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":[0.00001689671,0.0001581041,0.0003121038,0.0001928213,0.00000344673,0.00005990226,0.0001124563,0.0005867465,0.0006008037,0.00203335,0.9000831,0.09584025],"study_design_scores_gemma":[0.00001737099,0.00002764311,0.001200117,0.0002883268,0.000004406279,0.00007964225,0.00009345925,0.0003807808,0.0004087306,0.001588395,0.9958902,0.00002097046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003092407,0.003643531,0.08567757,0.02176641,0.005207131,0.007446151,0.05122276,0.01370381,0.8082402],"genre_scores_gemma":[0.005411021,0.005181425,0.1314073,0.006355889,0.0003574578,0.003671831,0.0358323,0.002288958,0.8094939],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9433137,"threshold_uncertainty_score":0.3738002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03078361970709598,"score_gpt":0.3352952481210186,"score_spread":0.3045116284139227,"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."}}