{"id":"W2161259392","doi":"10.1111/jen.12254","title":"Real‐time <scp>PCR</scp> identification of the ambrosia beetles, <i>Trypodendron domesticum</i> (L.) and <i>Trypodendron lineatum</i> (Olivier) (Coleoptera: Scolytidae)","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service; Agriculture and Agri-Food Canada; Canadian Food Inspection Agency","funders":"Government of Canada; Canadian Food Inspection Agency","keywords":"Ambrosia beetle; Biology; Ambrosia; Ambrosia artemisiifolia; PEST analysis; Identification (biology); Botany; Ecology; Ragweed; Curculionidae","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":[0.001031941,0.0008585876,0.0004829328,0.0007727211,0.0003841326,0.0007925969,0.0006988099,0.0007576279,0.002657488],"category_scores_gemma":[0.001850122,0.0003956534,0.0006569433,0.0004249494,0.0007299125,0.0006737971,0.0003624198,0.001171352,0.0009806467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004165566,"about_ca_system_score_gemma":0.0004811376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007241885,"about_ca_topic_score_gemma":0.001755167,"domain_scores_codex":[0.9984909,0.000318062,0.0001429067,0.0006036326,0.0002997511,0.00014468],"domain_scores_gemma":[0.9985934,0.0005525387,0.0003152847,0.0001121447,0.0003414568,0.00008516287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000270588,0.0001559923,0.004261103,0.0001188304,0.00002310621,0.0001277078,0.0001778415,0.0004219565,0.9854726,0.0003256207,0.0005559149,0.00808873],"study_design_scores_gemma":[0.00007967051,0.0009613283,0.01691186,0.00007069586,0.0001153035,0.0005290413,0.0003202668,0.01877799,0.9513732,0.0004544397,0.01033622,0.0000699904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7382794,0.00117299,0.2405402,0.0006770326,0.000574751,0.001308901,0.006449287,0.002020014,0.008977381],"genre_scores_gemma":[0.6476446,0.0006751037,0.3302788,0.000898576,0.0001544547,0.002251267,0.007968173,0.0002859386,0.009843101],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002657488,"threshold_uncertainty_score":0.008890212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007159100809325264,"score_gpt":0.2142513054216858,"score_spread":0.2070922046123605,"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."}}