{"id":"W6912101572","doi":"10.5281/zenodo.15357635","title":"Dolichogenidea moniquegilbertae Fernandez-Triana & Boudreault 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Parks Canada","funders":"","keywords":"Margin (machine learning); Couplet; Ovipositor; Central asia; Clearance","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":[0.0002335445,0.00135927,0.000642866,0.00200266,0.001854731,0.0007695305,0.0009307045,0.001030924,0.01108339],"category_scores_gemma":[0.0006739249,0.0003067419,0.0003195626,0.00180598,0.0006015782,0.001162087,0.0008328656,0.001288901,0.005388413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927843,"about_ca_system_score_gemma":0.001470372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0877385,"about_ca_topic_score_gemma":0.1578011,"domain_scores_codex":[0.9997992,0.00001363324,0.00001152136,0.000052945,0.00006837037,0.00005424901],"domain_scores_gemma":[0.9998261,0.00001588055,0.00004982027,0.00002254422,0.00005496518,0.0000307171],"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":[0.0004807418,0.0001723951,0.03561739,0.0009116119,0.0001602363,0.003344114,0.001413449,0.001345957,0.01101536,0.00359574,0.08352137,0.8584217],"study_design_scores_gemma":[0.0001923451,0.0001679842,0.2837548,0.001717741,0.0002667806,0.01240542,0.001678712,0.001573805,0.001909848,0.00134397,0.6949069,0.00008160664],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2715661,0.06674638,0.01965792,0.004120904,0.004029401,0.002872675,0.02881976,0.003012374,0.5991745],"genre_scores_gemma":[0.8154032,0.0279857,0.02613346,0.003889412,0.0008182264,0.001047677,0.01672869,0.0003204722,0.1076732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0877385,"threshold_uncertainty_score":0.1744556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03351365126708055,"score_gpt":0.2351121339299332,"score_spread":0.2015984826628526,"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."}}