{"id":"W2063831212","doi":"10.1017/s0007485310000714","title":"DNA barcodes for two scale insect families, mealybugs (Hemiptera: Pseudococcidae) and armored scales (Hemiptera: Diaspididae)","year":2011,"lang":"en","type":"article","venue":"Bulletin of Entomological Research","topic":"Research on scale insects","field":"Agricultural and Biological Sciences","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Genomics Institute; Genome Canada","keywords":"Diaspididae; Biology; Hemiptera; Scale insect; Mealybug; Barcode; DNA barcoding; Insect; Ecology; Zoology; Botany; Homoptera; PEST analysis","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":[0.0006933744,0.0005870378,0.0007446429,0.00160196,0.0005430417,0.0004992528,0.000564097,0.000749914,0.00254684],"category_scores_gemma":[0.001847082,0.0002676838,0.0006410729,0.001510502,0.0003855577,0.0007640528,0.0004049628,0.0007099934,0.001833763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003325808,"about_ca_system_score_gemma":0.0008720784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001745947,"about_ca_topic_score_gemma":0.006417294,"domain_scores_codex":[0.9992824,0.00009889484,0.0000721049,0.0002392294,0.0002395953,0.00006779878],"domain_scores_gemma":[0.9986755,0.0003764209,0.0004218417,0.0001561925,0.000274518,0.00009548202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002370598,0.00008298503,0.01296607,0.0004935405,0.00007799619,0.0002666367,0.0004760785,0.0004534566,0.8751571,0.0005737785,0.0006909922,0.1085244],"study_design_scores_gemma":[0.00007368925,0.001627848,0.2401139,0.000345006,0.0005276803,0.003832444,0.0005706879,0.01006699,0.6945412,0.001147028,0.04701827,0.000135342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6505788,0.003909776,0.3242925,0.0003124571,0.0002311033,0.001369732,0.0109722,0.001539706,0.006793767],"genre_scores_gemma":[0.4408581,0.002792308,0.52209,0.0004685988,0.00008172107,0.0009876746,0.02288481,0.0002101889,0.009626583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00254684,"threshold_uncertainty_score":0.008520067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1375847376684783,"score_gpt":0.331712020234374,"score_spread":0.1941272825658957,"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."}}