{"id":"W2600056629","doi":"10.11646/zootaxa.1691.1.3","title":"Using DNA barcodes to assess identity and diversity of Dendropsophus minutus: Failure?","year":2008,"lang":"en","type":"article","venue":"Zootaxa","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"DNA barcoding; Biology; Barcode; Holarctic; Mitochondrial DNA; Evolutionary biology; Identification (biology); Zoology; Ecology; Gene; Genetics; Genus","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006004751,0.001033993,0.0006356573,0.002816373,0.001382153,0.001446656,0.001489673,0.001797933,0.0008327969],"category_scores_gemma":[0.01463462,0.0006129541,0.0003085295,0.001565364,0.001942918,0.002317204,0.001155539,0.001254161,0.00175371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006301405,"about_ca_system_score_gemma":0.0004889384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006134937,"about_ca_topic_score_gemma":0.01958363,"domain_scores_codex":[0.9932509,0.001792216,0.0005788985,0.00171319,0.002282959,0.0003818728],"domain_scores_gemma":[0.9874636,0.003193445,0.00303572,0.001208213,0.004417044,0.0006820005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003200876,0.00009979498,0.7251307,0.0005139816,0.0002706339,0.0001641213,0.003050156,0.0003633857,0.1344149,0.001099852,0.001519509,0.1330529],"study_design_scores_gemma":[0.00001759095,0.0006620231,0.802439,0.000362031,0.0001981709,0.002024678,0.002942036,0.01020769,0.1621335,0.002566427,0.01631773,0.0001290315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9149526,0.003341742,0.07186624,0.001410789,0.000389487,0.0002296707,0.001022287,0.0003784659,0.00640875],"genre_scores_gemma":[0.9407527,0.0008010918,0.05421949,0.0007630695,0.00007008876,0.0001182356,0.0007149599,0.00008136271,0.002478951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006134937,"threshold_uncertainty_score":0.03175652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1044129468074297,"score_gpt":0.3140913990361436,"score_spread":0.209678452228714,"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."}}