{"id":"W2342304654","doi":"10.1016/bs.aiip.2015.12.001","title":"The Proteomics and Transcriptomics of Early Host Colonization and Overwintering Physiology in the Mountain Pine Beetle, Dendroctonus ponderosae Hopkins (Coleoptera: Curculionidae)","year":2016,"lang":"en","type":"book-chapter","venue":"Advances in insect physiology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Dendroctonus; Mountain pine beetle; Overwintering; Biology; Curculionidae; Bark beetle; Host (biology); Ecology; Context (archaeology); Colonization","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001511338,0.0004813278,0.0004194977,0.0005013255,0.0002411114,0.0009121777,0.0003073739,0.0004010543,0.00319302],"category_scores_gemma":[0.00009340887,0.0002556959,0.000324576,0.0009085109,0.0002057718,0.0008608191,0.0003354947,0.000891168,0.002708303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004270149,"about_ca_system_score_gemma":0.0003481736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001231005,"about_ca_topic_score_gemma":0.004887267,"domain_scores_codex":[0.9999434,0.00000212704,0.00000218713,0.0000220831,0.00002448551,0.000005871289],"domain_scores_gemma":[0.9999596,0.0000120495,0.000006001439,0.000003286209,0.000009158626,0.000009892953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009271679,0.00007482022,0.0009630022,0.0008294662,0.00002758647,0.000250045,0.0002635561,0.0006411549,0.4225858,0.005737197,0.04759863,0.5209361],"study_design_scores_gemma":[0.00001003085,0.0001834328,0.03272444,0.0003257805,0.00006481449,0.002028136,0.0002207282,0.00144043,0.08883049,0.01300067,0.8611013,0.00006976975],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07324682,0.7404847,0.04796018,0.005691232,0.005148663,0.00008975428,0.007258667,0.0009334246,0.1191865],"genre_scores_gemma":[0.05459151,0.4067391,0.03714002,0.002893476,0.002299241,0.0001136125,0.01059854,0.0004307442,0.4851938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00319302,"threshold_uncertainty_score":0.01068175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007023835800087851,"score_gpt":0.2145424185727188,"score_spread":0.2075185827726309,"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."}}