{"id":"W2534307818","doi":"","title":"Fire Inevitable, Despite Attempts to Tame Chaparral","year":2016,"lang":"en","type":"article","venue":"Scholarship - Claremont (Claremont Colleges)","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chaparral; Forensic engineering; Environmental planning; Geography; Engineering; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00105948,0.0002740423,0.000189395,0.0001360273,0.0166469,0.003657361,0.001003132,0.00218931,0.01862655],"category_scores_gemma":[0.004241303,0.0001525446,0.0001965523,0.0001866426,0.003639129,0.001963055,0.002377315,0.007424134,0.003604267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003442654,"about_ca_system_score_gemma":0.007329829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0777505,"about_ca_topic_score_gemma":0.3531596,"domain_scores_codex":[0.9990387,0.000143801,0.00001732123,0.0001784136,0.0002520855,0.000369715],"domain_scores_gemma":[0.9974307,0.0001908193,0.00009781534,0.0001631498,0.0008116988,0.001305707],"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":[0.00009660629,0.00008981438,0.006564891,0.0001028099,0.00003229539,0.001108527,0.02881823,0.000106528,0.001463263,0.04522066,0.8143761,0.1020202],"study_design_scores_gemma":[0.000003642919,0.0000286132,0.003172495,0.00009790051,0.000005534441,0.0001956898,0.02971095,0.00003968267,0.0002206481,0.001556739,0.9649566,0.00001151814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.08306396,0.004614784,0.002621662,0.5021186,0.01451442,0.00004840963,0.0002110972,0.0003360877,0.392471],"genre_scores_gemma":[0.3884829,0.002992667,0.002558848,0.098672,0.001856466,0.00005904541,0.0001678527,0.0002507589,0.5049594],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0777505,"threshold_uncertainty_score":0.1545959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824958900956827,"score_gpt":0.2452443984415868,"score_spread":0.2269948094320185,"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."}}