{"id":"W1978535546","doi":"10.1371/journal.pone.0092797","title":"A Transcontinental Challenge — A Test of DNA Barcode Performance for 1,541 Species of Canadian Noctuoidea (Lepidoptera)","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency; Agriculture and Agri-Food Canada; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Genomics; Ontario Genomics Institute; Genome Canada","keywords":"Lepidoptera genitalia; DNA barcoding; Barcode; Biology; Evolutionary biology; Zoology; Ecology; Computer science","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":[0.005914362,0.0004390412,0.0002730466,0.002447464,0.002427562,0.001575499,0.001718442,0.0006481869,0.001271979],"category_scores_gemma":[0.02806486,0.0002725465,0.000341147,0.002816718,0.002177313,0.001098566,0.001775022,0.0007686368,0.0004361774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004315231,"about_ca_system_score_gemma":0.004521086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6090046,"about_ca_topic_score_gemma":0.7105052,"domain_scores_codex":[0.9928576,0.001106587,0.000360738,0.001908066,0.003180828,0.0005861186],"domain_scores_gemma":[0.9819665,0.003687941,0.002505716,0.00137051,0.009592292,0.0008770645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002678208,0.00004873874,0.9371624,0.0001663459,0.0002253687,0.0002174915,0.009512805,0.0004079992,0.009457194,0.0006634681,0.0005313686,0.04133896],"study_design_scores_gemma":[0.000005670552,0.0002037614,0.9839135,0.00005478298,0.00008609799,0.0004710275,0.006074414,0.001354438,0.002905347,0.0001614002,0.004735715,0.00003369595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903383,0.0008861194,0.00106448,0.000314535,0.00003392794,0.00004671944,0.0005404513,0.00002060784,0.006755007],"genre_scores_gemma":[0.9969324,0.0002374145,0.00157771,0.0001192863,0.00001003105,0.00001201651,0.0005179057,0.0000132005,0.000580128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3909954,"threshold_uncertainty_score":0.7865962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052993846725436,"score_gpt":0.1994420765199252,"score_spread":0.1689121380526709,"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."}}