{"id":"W2078030079","doi":"10.1155/2010/417595","title":"Effects of a Severe Mountain Pine Beetle Epidemic in Western Alberta, Canada under Two Forest Management Scenarios","year":2010,"lang":"en","type":"article","venue":"International Journal of Forestry Research","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Resources Canada; University of Alberta; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Mountain pine beetle; Dendroctonus; Management strategy; Outbreak; Agroforestry; Forest management; Environmental science; Geography; Pine forest; Forestry; Bark beetle; Ecology; Biology; Business; Bark (sound)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007164095,0.0009991599,0.0005264989,0.0007349955,0.0016822,0.001428289,0.001406934,0.001113972,0.001898684],"category_scores_gemma":[0.00154636,0.0004697395,0.0005935472,0.0007682443,0.00104047,0.0004709148,0.0006697825,0.0008667711,0.00008434808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02253805,"about_ca_system_score_gemma":0.01248779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9596876,"about_ca_topic_score_gemma":0.9612054,"domain_scores_codex":[0.9995541,0.0001080837,0.00001266296,0.00004354842,0.00006426372,0.0002174053],"domain_scores_gemma":[0.999024,0.0003175891,0.00009533598,0.00002658938,0.0002718733,0.0002645256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003489334,0.0001369438,0.02324256,0.00002658103,0.00005019226,0.0003023937,0.00009321414,0.9717553,0.0006207672,0.0009252337,0.0009146088,0.001583149],"study_design_scores_gemma":[0.0002988165,0.0002613064,0.02067037,0.00001997904,0.00009420847,0.00004110462,0.0008700105,0.9758936,0.0004012374,0.0004616442,0.0009312915,0.00005629093],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928094,0.000103282,0.000454714,0.0003264984,0.00001284678,0.00005804452,0.0006943079,0.00005088154,0.00548983],"genre_scores_gemma":[0.997352,0.000107281,0.000671036,0.00006090657,0.000002490961,0.00002338414,0.0004732652,0.000005294832,0.001304206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04031241,"threshold_uncertainty_score":0.1635258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176777162174098,"score_gpt":0.3065233941387419,"score_spread":0.2947556225170009,"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."}}