{"id":"W2165017532","doi":"10.1111/afe.12130","title":"Reducing spruce beetle <i> <scp>D</scp> endroctonus rufipennis </i> ( <scp>K</scp> irby) ( <scp>C</scp> oleoptera: <scp>C</scp> urculionidae) emergence for hibernation in central <scp>B</scp> ritish <scp>C</scp> olumbia by felling infested trees","year":2015,"lang":"en","type":"article","venue":"Agricultural and Forest Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; Ministry of Forests; Government of British Columbia","funders":"University of Northern British Columbia","keywords":"Biology; Hibernation (computing); Phloem; Bark beetle; Horticulture; Bark (sound); Botany; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00009336389,0.0002325593,0.0001700268,0.0001576505,0.0001843072,0.0001882286,0.0001982267,0.0001363926,0.001000207],"category_scores_gemma":[0.0001494151,0.00008438526,0.0001298075,0.0000657742,0.00009263818,0.00007318781,0.000130551,0.0002408286,0.0001227248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002750019,"about_ca_system_score_gemma":0.0001930806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005980651,"about_ca_topic_score_gemma":0.02089981,"domain_scores_codex":[0.9999382,0.000008224399,0.000003233314,0.0000162019,0.00001193649,0.00002222749],"domain_scores_gemma":[0.9997864,0.00002498729,0.00004971867,0.00001021536,0.00002915143,0.0000994461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002944167,0.001996999,0.07930613,0.000304083,0.00009004679,0.000147251,0.0002468147,0.0006540734,0.8886289,0.00004990121,0.000631225,0.02500042],"study_design_scores_gemma":[0.00007196792,0.005165325,0.9476196,0.00002047931,0.00004362856,0.00008761908,0.000263829,0.0007224825,0.04474584,0.0000180875,0.001234696,0.000006474463],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997372,0.00004422206,0.00002637783,0.000004615816,9.221143e-7,0.000004699212,0.00002663082,0.00000462555,0.0001505824],"genre_scores_gemma":[0.9990413,0.00005220873,0.0002653839,0.00002402191,0.000001600797,0.00001286869,0.0001664847,0.000002069224,0.0004340491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9940193,"threshold_uncertainty_score":0.01189166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060806735556238,"score_gpt":0.2125489494650652,"score_spread":0.2019408821095028,"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."}}