{"id":"W2068033101","doi":"10.5558/tfc2013-141","title":"Wildfire’s resistance to control in mountain pine beetle-attacked lodgepole pine forests","year":2013,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Joint Fire Science Program","keywords":"Mountain pine beetle; Pinus contorta; Dendroctonus; Resistance (ecology); Crown (dentistry); Ecology; Geography; Outbreak; Forestry; Environmental science; Agroforestry; Bark beetle; Biology; Bark (sound)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005486212,0.0002628234,0.0002922959,0.0000429682,0.0001653043,0.00007859939,0.0007702687,0.00009691714,0.001164433],"category_scores_gemma":[0.0001068668,0.000197455,0.00006888114,0.000487472,0.0002097962,0.0003791988,0.0002242092,0.0002432988,0.005385387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008106965,"about_ca_system_score_gemma":0.00003462118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007737904,"about_ca_topic_score_gemma":0.03005751,"domain_scores_codex":[0.9977661,0.000159093,0.0004039255,0.0004620782,0.0004240422,0.0007847309],"domain_scores_gemma":[0.9986578,0.0001611739,0.000116394,0.0008504999,0.000008635002,0.0002054637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006113229,0.0007514594,0.6414555,0.0001694739,0.00009026939,0.0001079805,0.002289145,0.02150772,0.07826786,0.00108667,0.2438697,0.009792857],"study_design_scores_gemma":[0.002325613,0.000276674,0.9400918,0.0001083979,0.00001140746,0.00001350384,0.00005826006,0.03597496,0.002060378,0.001350063,0.01730951,0.0004193677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896313,0.0002049004,0.0002422877,0.005057106,0.0001602383,0.001625493,0.00001204118,0.00009212549,0.002974494],"genre_scores_gemma":[0.9961708,0.000003814187,0.0001398946,0.001295227,0.0001270753,0.0004014746,0.000005676874,0.00004634642,0.001809659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2986363,"threshold_uncertainty_score":0.9997486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005258844152448936,"score_gpt":0.2159095173568251,"score_spread":0.2106506732043761,"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."}}