{"id":"W2574316660","doi":"","title":"HUMAN MANAGEMENT OF WILDFIRES AND ITS RESULTING EFFECTS","year":2016,"lang":"en","type":"article","venue":"Principles of Security and Trust","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Relation (database); Human health; Environmental resource management; Psychology; Geography; Computer science; Environmental planning; Environmental science; Medicine; Environmental health; Data mining","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001699,0.0002477934,0.0001621767,0.0007738778,0.00118471,0.001805233,0.0003837492,0.000794771,0.004292058],"category_scores_gemma":[0.004192452,0.0001288194,0.0002563694,0.0005997133,0.001856142,0.0007924787,0.0009836818,0.0006475788,0.0003887061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008078922,"about_ca_system_score_gemma":0.0006668214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00471752,"about_ca_topic_score_gemma":0.01229956,"domain_scores_codex":[0.998728,0.0006040264,0.00005990329,0.00009930709,0.0003221941,0.0001866485],"domain_scores_gemma":[0.9970704,0.001099704,0.0009758843,0.0001858516,0.0003892108,0.000278889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003651035,0.0009552718,0.3470467,0.000886208,0.0004243624,0.002909445,0.01233321,0.01298654,0.004717441,0.09686904,0.01109983,0.5094067],"study_design_scores_gemma":[0.00004232152,0.0008220641,0.6659381,0.001208021,0.0001623427,0.004645985,0.02539552,0.00375164,0.003015014,0.09462418,0.2002297,0.0001651062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7396099,0.03234488,0.01136387,0.01392721,0.0007176858,0.00008985282,0.0003521307,0.0001238463,0.2014706],"genre_scores_gemma":[0.9859381,0.008788886,0.001050693,0.0004122396,0.0002921853,0.00001641879,0.0000438142,0.000009970553,0.003447763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00471752,"threshold_uncertainty_score":0.0143584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009779583772575914,"score_gpt":0.2218509816488052,"score_spread":0.2120713978762293,"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."}}