{"id":"W6893237415","doi":"10.5281/zenodo.15357617","title":"Dolichogenidea luishamiltoni 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; Ovipositor; Voucher; Mesoamerica; Cheque","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":[0.0002552509,0.001323561,0.0005882981,0.001989762,0.001715209,0.0007244422,0.0009587936,0.0008261116,0.01283015],"category_scores_gemma":[0.0006505133,0.0002927333,0.0002739493,0.001598664,0.0006830697,0.001239772,0.0009445255,0.001332773,0.007930364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002053103,"about_ca_system_score_gemma":0.001511482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07127897,"about_ca_topic_score_gemma":0.1231274,"domain_scores_codex":[0.9998171,0.00001420792,0.0000160059,0.00004967061,0.00005955769,0.00004352213],"domain_scores_gemma":[0.999814,0.0000153859,0.00005084419,0.00002469166,0.00006496582,0.00003017433],"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":[0.0003943969,0.0002247023,0.04863714,0.001068429,0.0001264853,0.003217539,0.001379629,0.001666595,0.01018146,0.004222459,0.08306291,0.8458182],"study_design_scores_gemma":[0.0001736072,0.0001501321,0.3052868,0.002000646,0.0002640285,0.009934705,0.002205794,0.001891098,0.001996152,0.001813452,0.6742042,0.0000793485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2305737,0.0496381,0.02071814,0.003577758,0.002854981,0.003320073,0.03317517,0.002970994,0.6531712],"genre_scores_gemma":[0.7971467,0.02647083,0.03154341,0.004329332,0.0006354403,0.001468956,0.02208824,0.0003493219,0.1159679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07127897,"threshold_uncertainty_score":0.1417282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135206294742273,"score_gpt":0.2515541552284737,"score_spread":0.230202092281051,"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."}}