{"id":"W4382597971","doi":"10.1016/j.firesaf.2023.103851","title":"Determinants of residential wildfire mitigation uptake: A scoping review, 2013–2022","year":2023,"lang":"en","type":"article","venue":"Fire Safety Journal","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Preparedness; Diversity (politics); Geospatial analysis; Social capital; Demographics; Environmental planning; Human factors and ergonomics; Inclusion (mineral); Poison control; Perception; Business; Geography; Environmental resource management; Environmental health; Psychology; Political science; Sociology; Medicine; Environmental science; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.008307599,0.0008644324,0.002167828,0.005700991,0.0003559279,0.002596717,0.0009230698,0.001488023,0.002029368],"category_scores_gemma":[0.0329444,0.0008727783,0.004554516,0.00808298,0.0008012296,0.002271754,0.001231385,0.001397911,0.0002267094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002211055,"about_ca_system_score_gemma":0.008588534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02545151,"about_ca_topic_score_gemma":0.0624221,"domain_scores_codex":[0.9976516,0.0005283317,0.0009377455,0.0003259526,0.0004013421,0.000154906],"domain_scores_gemma":[0.9699252,0.02272179,0.004420992,0.0003364155,0.002348436,0.0002471519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004587369,0.0001312717,0.03236187,0.4853086,0.0172516,0.00019305,0.0009816875,0.0007131811,0.0003987638,0.001787146,0.008492989,0.4519211],"study_design_scores_gemma":[0.0001235963,0.000258489,0.1178743,0.7452887,0.05919616,0.0006089539,0.002128395,0.0004585662,0.0006061436,0.001517418,0.07183989,0.00009943071],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002524409,0.9961796,0.00006332475,0.000513032,0.00005795217,0.00002241283,0.0003052958,0.000001946569,0.0003320028],"genre_scores_gemma":[0.01855121,0.980574,0.0001705363,0.0003080815,0.0000553627,0.00005179852,0.000225437,0.000002646875,0.00006106734],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02545151,"threshold_uncertainty_score":0.05060673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009880694767395087,"score_gpt":0.2686710558415808,"score_spread":0.2587903610741857,"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."}}