{"id":"W2293553960","doi":"","title":"Fighting Fire with Fire: Investigating Prescribed Burns for Fuel and Fire Management in Northeast Quetico Provincial Park, Ontario","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prescribed burn; Wildfire suppression; Fire protection; Firefighting; Geography; Forestry; Fire safety; Engineering; Civil engineering; Cartography","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":[0.0004145807,0.0002126747,0.0001883433,0.0004016983,0.002298268,0.001174078,0.00117746,0.0004584923,0.001754247],"category_scores_gemma":[0.001770129,0.0002107446,0.0003029959,0.0008328275,0.0006988565,0.000398065,0.0003767154,0.0003988772,0.0001117208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03185294,"about_ca_system_score_gemma":0.0168257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9911638,"about_ca_topic_score_gemma":0.9984603,"domain_scores_codex":[0.9997009,0.00005063976,0.000008326451,0.00003814973,0.00008203997,0.0001199919],"domain_scores_gemma":[0.9990814,0.000259012,0.0001409535,0.00002540382,0.0002745418,0.0002187849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002537337,0.0004849152,0.9504313,0.0001358126,0.0001037068,0.000687321,0.01083108,0.01326436,0.001892486,0.001241451,0.00213835,0.01853545],"study_design_scores_gemma":[0.00003026487,0.0001893856,0.9330262,0.00005359399,0.00004662392,0.00009491119,0.03838238,0.0225386,0.000274707,0.0001969659,0.005143003,0.00002343176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968719,0.00008525573,0.0001917138,0.000117648,0.000002942494,0.00005367416,0.0001868431,0.000003556885,0.00248637],"genre_scores_gemma":[0.9964634,0.0002097468,0.0005053653,0.00004514463,0.000002351283,0.00003387231,0.0002137037,0.000003898574,0.002522581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03185294,"threshold_uncertainty_score":0.2311103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006939535252239578,"score_gpt":0.1868710401982007,"score_spread":0.1799315049459611,"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."}}