{"id":"W2148514932","doi":"10.1111/j.1461-9563.2006.00305.x","title":"Interactions among fire, insects and pathogens in coniferous forests of the interior western United States and Canada","year":2006,"lang":"en","type":"article","venue":"Agricultural and Forest Entomology","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":285,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Ecology; Disturbance (geology); Bark beetle; Biodiversity; Fire protection; Ecosystem; Forest ecology; Bark (sound); Agroforestry","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":[0.0002389874,0.0001836189,0.000209282,0.001071373,0.002482432,0.0009970835,0.0004400782,0.000162757,0.000963838],"category_scores_gemma":[0.0004405471,0.0001142141,0.0001765976,0.002059123,0.0004884981,0.000148943,0.0004271499,0.0002666952,0.0000726907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01525084,"about_ca_system_score_gemma":0.01601005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994346,"about_ca_topic_score_gemma":0.9986511,"domain_scores_codex":[0.9997581,0.00002268238,0.000009383274,0.00002814326,0.00007545971,0.0001062038],"domain_scores_gemma":[0.9993886,0.00004483595,0.00008833225,0.000009119269,0.0002833036,0.0001858181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001220062,0.00005332785,0.9796726,0.00007674013,0.0000751287,0.0002889182,0.001550963,0.0002628085,0.0006439359,0.0002010272,0.001441469,0.01561113],"study_design_scores_gemma":[0.000003875517,0.00001455386,0.9946871,0.00002304184,0.000018575,0.00006189584,0.003035273,0.0001967091,0.00007539762,0.00003626024,0.001841503,0.000005816481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992859,0.002317323,0.00006684429,0.0001865684,0.00001102115,0.00002793653,0.001308758,0.000005674616,0.00321699],"genre_scores_gemma":[0.9956749,0.001584803,0.0002154323,0.00008332497,0.000004907968,0.00001075775,0.0008453112,0.000001772774,0.001578775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01525084,"threshold_uncertainty_score":0.1106531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002906868455055504,"score_gpt":0.1698434910249051,"score_spread":0.1669366225698496,"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."}}