{"id":"W3129754698","doi":"10.4039/tce.2020.83","title":"Source and spread dynamics of mountain pine beetle in central Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Alberta; University of Northern British Columbia; University of Alberta","funders":"","keywords":"Mountain pine beetle; Biological dispersal; Geography; Population; Bark beetle; Ecology; Dendroctonus; Range (aeronautics); Outbreak; Curculionidae; Pinaceae; Forestry; Biology; Demography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002099632,0.0002031279,0.0001571999,0.001531178,0.001558118,0.00112207,0.0006439522,0.0001848956,0.001412567],"category_scores_gemma":[0.0004404379,0.0001431732,0.0001168813,0.001468868,0.0003597373,0.0001674994,0.000503909,0.0002627734,0.000130355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009565045,"about_ca_system_score_gemma":0.007455162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9840772,"about_ca_topic_score_gemma":0.9948782,"domain_scores_codex":[0.9998389,0.0000088725,0.000003862016,0.00002705982,0.00006929407,0.00005200216],"domain_scores_gemma":[0.9993817,0.00003518117,0.00009365677,0.00001182015,0.0003320301,0.0001455872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001610276,0.0000612466,0.9731988,0.00004687711,0.00004697024,0.0004010232,0.001504999,0.0006403576,0.002176394,0.000286508,0.001744521,0.0197312],"study_design_scores_gemma":[0.000008011571,0.00001687196,0.9948038,0.00002663521,0.00001651633,0.00008510338,0.002229453,0.0007284711,0.0001756339,0.00003873206,0.00186241,0.000008236455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962595,0.0005122603,0.000124738,0.00007015605,0.000005856105,0.0000228558,0.0006918131,0.00001444432,0.002298559],"genre_scores_gemma":[0.9968649,0.0003545359,0.0002792701,0.00003574637,0.000002969361,0.000007857655,0.0006608854,0.000003135444,0.001790785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01592278,"threshold_uncertainty_score":0.06939954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004974118160200413,"score_gpt":0.1850628585890313,"score_spread":0.1800887404288309,"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."}}