{"id":"W2083499535","doi":"10.5558/tfc84375-3","title":"Minimum requirements for wildfire investigations","year":2008,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Key (lock); Quality (philosophy); Fire protection; Wildfire suppression; Business; Fire safety; Environmental resource management; Environmental science; Computer science; Risk analysis (engineering); Computer security; Engineering; Civil engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.09443724,0.00102932,0.001901821,0.0105917,0.006422785,0.01044533,0.007602937,0.01373935,0.01887588],"category_scores_gemma":[0.3254,0.002163226,0.002537293,0.003376837,0.002887178,0.007489274,0.007348838,0.005609367,0.0147123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003019221,"about_ca_system_score_gemma":0.01876312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005526156,"about_ca_topic_score_gemma":0.007785408,"domain_scores_codex":[0.8230865,0.04298595,0.04436022,0.004954929,0.07390764,0.01070472],"domain_scores_gemma":[0.4692906,0.2672206,0.03886486,0.04643099,0.1652148,0.01297817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001759013,0.001741432,0.03823249,0.004349236,0.0001870065,0.006423545,0.01031401,0.007491697,0.02197676,0.2834432,0.2404446,0.3836369],"study_design_scores_gemma":[0.0008914095,0.002626938,0.1138931,0.007472618,0.0004411478,0.0160193,0.007077974,0.01087916,0.02712725,0.1021156,0.7105867,0.0008687147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1180576,0.006604586,0.2365721,0.04865195,0.002957824,0.02189791,0.01375311,0.007765579,0.5437393],"genre_scores_gemma":[0.5457867,0.005109516,0.3150129,0.01360538,0.003254807,0.02326855,0.01762006,0.001281545,0.07506052],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.09443724,"threshold_uncertainty_score":0.4994378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616501468902667,"score_gpt":0.2467053001228655,"score_spread":0.2205402854338388,"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."}}