{"id":"W6949625206","doi":"10.5281/zenodo.15357475","title":"Dolichogenidea anikenpalolae Fernandez-Triana & Boudreault 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Parks Canada","funders":"","keywords":"DNA barcoding; Dorsum; Voucher; Margin (machine learning)","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":[0.0002260489,0.001314025,0.000514044,0.001972045,0.001579956,0.0007794786,0.0009396537,0.000808216,0.01225176],"category_scores_gemma":[0.0007012058,0.000277984,0.0002832956,0.001632499,0.0006328503,0.00114816,0.0008963204,0.001405854,0.006980216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251986,"about_ca_system_score_gemma":0.001178883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0377123,"about_ca_topic_score_gemma":0.0804589,"domain_scores_codex":[0.9997944,0.00001645253,0.00001962413,0.00005493037,0.00007128586,0.0000432843],"domain_scores_gemma":[0.999774,0.00002025861,0.00006089225,0.00003297357,0.00008081928,0.00003107178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002948172,0.0002269434,0.03515404,0.001092687,0.0001404767,0.00275506,0.001048104,0.001075447,0.007879927,0.003946857,0.06785877,0.8785268],"study_design_scores_gemma":[0.0001498862,0.0001330354,0.2284774,0.002193205,0.000286787,0.01608502,0.002132799,0.001670468,0.002470371,0.002513327,0.743807,0.00008069167],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2054677,0.03743617,0.02051584,0.002759658,0.002870551,0.002948951,0.02509575,0.00275834,0.700147],"genre_scores_gemma":[0.8109437,0.02997501,0.04014613,0.004008404,0.0007139881,0.001397958,0.01766157,0.0004752481,0.09467799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0377123,"threshold_uncertainty_score":0.07498556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129471118208382,"score_gpt":0.251472647693599,"score_spread":0.2301779365115152,"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."}}