{"id":"W6949448898","doi":"10.5281/zenodo.15357693","title":"Dolichogenidea rociocordobae 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; Barcode; Dorsum; Voucher","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":[0.0002415274,0.001560537,0.0005797684,0.001729544,0.001342468,0.0006557517,0.0007529394,0.0008404087,0.01230193],"category_scores_gemma":[0.0007281503,0.0002862135,0.0003091128,0.001392175,0.0006276389,0.0009494333,0.0008113884,0.001200499,0.007536341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001471986,"about_ca_system_score_gemma":0.001282904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04907926,"about_ca_topic_score_gemma":0.08692256,"domain_scores_codex":[0.999767,0.0000163153,0.00001873911,0.00007386646,0.00007201077,0.00005206208],"domain_scores_gemma":[0.999752,0.00001888137,0.00006989011,0.00003445573,0.00009177003,0.00003304745],"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":[0.0004281802,0.0002018604,0.04766713,0.001363647,0.0001564019,0.003526315,0.001383721,0.001334336,0.01697211,0.004328587,0.0791771,0.8434606],"study_design_scores_gemma":[0.0001434054,0.0001175374,0.2033347,0.001583502,0.0001996994,0.0099299,0.001455742,0.0009674722,0.002036453,0.0009704865,0.7792017,0.0000593386],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2023422,0.0476243,0.01424608,0.002691295,0.002332766,0.002295871,0.02039119,0.002927877,0.7051484],"genre_scores_gemma":[0.8182437,0.02960706,0.02961392,0.003821281,0.0006226386,0.001303524,0.01617818,0.0006052578,0.1000045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04907926,"threshold_uncertainty_score":0.09758717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132703272204685,"score_gpt":0.2531197847946291,"score_spread":0.2317927520725823,"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."}}