{"id":"W6999430527","doi":"","title":"Climate change & forest fires in British Columbia","year":2015,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Prescribed burn; Forest management; Wildfire suppression; Hazardous waste; Fire ecology; Firefighting; Fire protection; Fire control","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":[0.0001194644,0.0001287677,0.0001517649,0.0007689925,0.00239098,0.001016618,0.0004471149,0.0004014559,0.008944407],"category_scores_gemma":[0.0006528287,0.0001259489,0.0001300104,0.001903291,0.0003428423,0.0003265223,0.0006199317,0.001001907,0.0005736951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009617879,"about_ca_system_score_gemma":0.007233897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9861471,"about_ca_topic_score_gemma":0.9955904,"domain_scores_codex":[0.9998167,0.00001806383,0.00000870644,0.0000219217,0.00004266115,0.00009196575],"domain_scores_gemma":[0.9994661,0.0000435558,0.00007336109,0.00001764633,0.0002121078,0.0001872369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002637824,0.0002529955,0.8329854,0.0002492426,0.00008839793,0.001159647,0.001746329,0.002255861,0.001187677,0.0009159924,0.07089628,0.08799852],"study_design_scores_gemma":[0.000007772249,0.000006574617,0.9859535,0.00005791634,0.000008797777,0.00007807161,0.002019141,0.0004271947,0.00007091553,0.00007777813,0.01128089,0.00001153934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.923547,0.004972606,0.0001313034,0.003612184,0.0001843995,0.00004075461,0.01222814,0.00006646991,0.05521712],"genre_scores_gemma":[0.9803939,0.001792177,0.00009005491,0.0004514476,0.00002199274,0.00002351056,0.002428819,0.00001583471,0.01478233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01385289,"threshold_uncertainty_score":0.06978291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147117733651164,"score_gpt":0.1777473046790674,"score_spread":0.163035531313951,"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."}}