{"id":"W4318755725","doi":"10.1093/jisesa/ieac062","title":"A TaqMan Assay for the Detection and Monitoring of Potentially Invasive Lasiocampids, With Particular Attention to the Siberian Silk Moth, <i>Dendrolimus sibiricus</i> (Lepidoptera: Lasiocampidae)","year":2023,"lang":"en","type":"article","venue":"Journal of Insect Science","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of British Columbia; Canadian Food Inspection Agency; Natural Resources Canada","funders":"Russian Science Foundation; Government of Canada","keywords":"Biology; Lymantria dispar; Lepidoptera genitalia; TaqMan; Zoology; Ecology; PEST analysis; DNA barcoding; Context (archaeology); Botany; Polymerase chain reaction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004627288,0.002376812,0.002084784,0.003732275,0.0008515903,0.001380773,0.002245567,0.003873341,0.004660385],"category_scores_gemma":[0.005713715,0.00185664,0.001911859,0.002628126,0.00134793,0.001142008,0.001452708,0.002738275,0.004121962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079406,"about_ca_system_score_gemma":0.002379096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001450603,"about_ca_topic_score_gemma":0.003249736,"domain_scores_codex":[0.9908217,0.002433458,0.0006190949,0.002780836,0.002674258,0.000670674],"domain_scores_gemma":[0.9963905,0.001411729,0.0005762657,0.000386592,0.0008639383,0.0003709139],"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":[0.0004265036,0.0007518869,0.01686688,0.0009238856,0.0002452034,0.0004427771,0.0007227944,0.001467548,0.9179798,0.003731469,0.006304025,0.05013731],"study_design_scores_gemma":[0.0007289226,0.006169586,0.05111634,0.0005633061,0.000711238,0.005509038,0.0005231966,0.03875037,0.7072201,0.004186772,0.1840588,0.0004623288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1397589,0.005483127,0.8102355,0.000929156,0.001696872,0.00547929,0.00803748,0.008405312,0.01997443],"genre_scores_gemma":[0.161301,0.003119839,0.7730692,0.001844336,0.0004937663,0.01281784,0.01681883,0.0003459834,0.03018917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004660385,"threshold_uncertainty_score":0.0244717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225479041376763,"score_gpt":0.2274989030888491,"score_spread":0.2152441126750815,"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."}}