{"id":"W2507263787","doi":"10.1139/gen-2016-0024","title":"DNA barcodes for bio-surveillance: regulated and economically important arthropod plant pests","year":2016,"lang":"en","type":"review","venue":"Genome","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"DNA barcoding; Biology; Arthropod; Barcode; Taxon; Quarantine; Plant quarantine; Species complex; Ecology; Agriculture; Identification (biology); PEST analysis; Zoology; Phylogenetic tree; Botany; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001015247,0.0009410223,0.001298708,0.003919441,0.0003304613,0.001216528,0.001340772,0.001590377,0.003249381],"category_scores_gemma":[0.001619194,0.0003295245,0.000690405,0.003062266,0.000923679,0.002076661,0.0007332476,0.001985022,0.002563237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007739467,"about_ca_system_score_gemma":0.001599778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002096836,"about_ca_topic_score_gemma":0.002375923,"domain_scores_codex":[0.9993634,0.0000858183,0.00008107667,0.0001008526,0.0003193418,0.00004947466],"domain_scores_gemma":[0.9988714,0.0004919742,0.0002409725,0.00004342515,0.0002965211,0.00005570265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002841918,0.00003693831,0.0004023269,0.01815179,0.00006609535,0.0001272378,0.00009147378,0.0003290311,0.005784192,0.003445089,0.01343298,0.9581044],"study_design_scores_gemma":[0.000005312549,0.00007121235,0.001572169,0.005073173,0.00009813565,0.001126737,0.0001037631,0.0001583421,0.002899207,0.001559067,0.9872988,0.00003399832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002354774,0.9964718,0.0007283583,0.0003109222,0.0002649421,0.00001245864,0.00006389246,0.00002811562,0.001884149],"genre_scores_gemma":[0.00190564,0.9952847,0.00109985,0.0002983675,0.0001196021,0.00001371581,0.0001426517,0.000005992324,0.001129486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003919441,"threshold_uncertainty_score":0.01087028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398203774667741,"score_gpt":0.243380355108656,"score_spread":0.2293983173619786,"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."}}