{"id":"W2070166530","doi":"10.1111/j.1755-0998.2009.02631.x","title":"DNA barcoding and the mediocrity of morphology","year":2009,"lang":"en","type":"article","venue":"Molecular Ecology Resources","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":237,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; York University","funders":"Genome Canada","keywords":"Biology; Mediocrity principle; DNA barcoding; Morphology (biology); Evolutionary biology; Zoology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004147504,0.00008902547,0.0001530656,0.00004774499,0.0001026559,0.00001352998,0.0002132673,0.0001246496,0.00002382843],"category_scores_gemma":[0.0002479739,0.00006885036,0.00006562328,0.00007462534,0.0005225765,0.000001786058,0.00005842326,0.00007423084,0.000005731711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002847463,"about_ca_system_score_gemma":0.00001525907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003525771,"about_ca_topic_score_gemma":0.000006134772,"domain_scores_codex":[0.9990978,0.0002150257,0.000225886,0.0002417634,0.00007656445,0.0001430225],"domain_scores_gemma":[0.999405,0.0000328178,0.0001195881,0.0003321875,0.00007317678,0.00003720407],"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":[0.00009003979,0.00004012248,0.001393189,0.000005845196,0.00003988138,0.000002352282,0.0001738098,0.00001124003,0.9844926,0.01238023,0.0007543277,0.000616345],"study_design_scores_gemma":[0.001726234,0.0002210833,0.07011349,0.000004813757,0.0000441301,0.00008574022,0.00021908,0.00005929104,0.9008611,0.001434926,0.02506243,0.0001676348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929779,0.0008423721,0.0006313599,0.003747994,0.00007825332,0.0001479304,0.000003310261,0.000009050195,0.001561861],"genre_scores_gemma":[0.9980729,0.00009456428,0.0001777925,0.001286554,0.00003615017,0.00001294637,0.00002000523,0.000006456199,0.000292623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08363147,"threshold_uncertainty_score":0.2807636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00838383114011727,"score_gpt":0.2452097327238657,"score_spread":0.2368259015837484,"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."}}