{"id":"W6949203231","doi":"10.5281/zenodo.15357484","title":"Dolichogenidea antioquia Fernandez-Triana & Boudreault 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Parks Canada","funders":"","keywords":"DNA barcoding; Margin (machine learning); Key (lock); Wing","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":[0.0002297175,0.001360583,0.0007258588,0.002222545,0.001541036,0.0009175958,0.0009279824,0.0007157292,0.011797],"category_scores_gemma":[0.0006351824,0.0002939384,0.0002983832,0.001685632,0.0005788802,0.0009365113,0.0007377424,0.001380072,0.005375632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002520156,"about_ca_system_score_gemma":0.001641736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1016516,"about_ca_topic_score_gemma":0.1901063,"domain_scores_codex":[0.9997666,0.00001531555,0.00001951787,0.00007136537,0.00007057741,0.0000565234],"domain_scores_gemma":[0.9997986,0.00001665552,0.00004992396,0.00002033113,0.00007936317,0.00003507167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005016256,0.0001622837,0.03603889,0.001523374,0.0001327617,0.002099032,0.001267235,0.0007647834,0.009179628,0.003590939,0.09201124,0.8527282],"study_design_scores_gemma":[0.0001732491,0.0001234288,0.2485477,0.001813252,0.0002634158,0.00911812,0.002343602,0.0007442899,0.001399448,0.001042468,0.7343668,0.00006413206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1636374,0.08111203,0.01501845,0.002546102,0.0039192,0.00264303,0.03857212,0.002704629,0.6898469],"genre_scores_gemma":[0.8220946,0.02939215,0.03069435,0.003023573,0.0006059412,0.001061041,0.02265968,0.0004356775,0.09003295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1016516,"threshold_uncertainty_score":0.2021198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02593317282589752,"score_gpt":0.3098234541130167,"score_spread":0.2838902812871192,"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."}}