{"id":"W2168711959","doi":"10.11646/zootaxa.3749.1.1","title":"Shared but overlooked: 30 species of Holarctic Microlepidoptera revealed by DNA barcodes and morphology","year":2013,"lang":"en","type":"article","venue":"Zootaxa","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Holarctic; Gracillariidae; Lepidoptera genitalia; Plutella; Botany; Zoology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001286367,0.0002068281,0.0002818749,0.00004062578,0.00006733369,0.00002528345,0.0002007539,0.0002611999,0.0006355328],"category_scores_gemma":[0.0001069129,0.0001847325,0.00008309733,0.00004130991,0.0003203837,0.00001206574,0.0001568993,0.0001277461,0.00009891028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008335181,"about_ca_system_score_gemma":0.00002731026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001673611,"about_ca_topic_score_gemma":0.000008259668,"domain_scores_codex":[0.9988483,0.0001035394,0.0002834611,0.0004122349,0.00005924462,0.0002932065],"domain_scores_gemma":[0.9992694,0.00004073482,0.0001508983,0.0003580142,0.00008442601,0.0000965307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008508965,0.0001121055,0.105957,0.00006375093,0.0001694978,0.00000624481,0.00007048444,9.471111e-7,0.8676334,0.0001054931,0.01106405,0.01473196],"study_design_scores_gemma":[0.002290627,0.0009588979,0.03212693,0.00006213222,0.00008076459,0.000110368,0.0002589543,0.00002398594,0.3598655,0.0002200746,0.6032114,0.0007902902],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861729,0.001925041,0.0001586562,0.0004565964,0.00009100142,0.0002628058,0.00009411274,0.00001232562,0.01082652],"genre_scores_gemma":[0.9955493,0.0002566961,0.0009716105,0.0007164995,0.0001387444,0.00005076649,0.0001628582,0.00001621471,0.002137347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5921474,"threshold_uncertainty_score":0.7533172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009739341217938359,"score_gpt":0.2088253217971291,"score_spread":0.1990859805791908,"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."}}