{"id":"W2771070223","doi":"","title":"Western balsam bark beetle, Dryocoetes confusus Swaine (Coleoptera: Curculionidae: Scolytinae), in situ development and seasonal flight periodicity in southern British Columbia","year":2018,"lang":"en","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abies lasiocarpa; Balsam; Bark beetle; Curculionidae; Phloem; Biology; Bark (sound); Picea engelmannii; Botany; Montane ecology; Horticulture; Ecology","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":[0.0001363429,0.0001812877,0.0001708236,0.0008654416,0.001367795,0.0006403634,0.0003924819,0.0001709324,0.002858762],"category_scores_gemma":[0.0004746732,0.0001883973,0.00008400348,0.001630239,0.0003664655,0.0002115555,0.0002836345,0.0002463334,0.0003609517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004209003,"about_ca_system_score_gemma":0.002935666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9697114,"about_ca_topic_score_gemma":0.9951604,"domain_scores_codex":[0.9998959,0.00001060383,0.000006345389,0.00002378723,0.00002593046,0.00003742339],"domain_scores_gemma":[0.9995971,0.00003143629,0.00006045102,0.00001117336,0.0001838216,0.0001159695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008829497,0.00006603679,0.9838198,0.00003794952,0.00004312845,0.0002003351,0.002079591,0.00007821196,0.002102925,0.00004582291,0.001234108,0.01020371],"study_design_scores_gemma":[7.540394e-7,0.000003618813,0.9987106,0.000006052827,0.000005140408,0.00002172903,0.000751462,0.00001904947,0.00003809994,0.000002769928,0.0004393149,0.000001317736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974873,0.0003339805,0.00001904057,0.00004165837,0.000002948559,0.000004532091,0.0006847718,0.000003475647,0.001422325],"genre_scores_gemma":[0.993767,0.0003711366,0.00005626162,0.00003200553,0.000001582222,0.000006627396,0.0008038898,0.000003642985,0.004957817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03028858,"threshold_uncertainty_score":0.06093383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006426984683114151,"score_gpt":0.1729142360200374,"score_spread":0.1664872513369233,"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."}}