{"id":"W6949342783","doi":"10.5281/zenodo.15357562","title":"Dolichogenidea helenedumasae Fernandez-Triana & Boudreault 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biomedical Text Mining and Ontologies","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; Shot (pellet); Ovipositor; Daughter; Cannibalism","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004017078,0.0001436609,0.0001430914,0.0001298919,0.0009539303,0.0002477513,0.0007815348,0.0001616476,0.001456343],"category_scores_gemma":[0.0008875264,0.0001403873,0.00007667545,0.0003734291,0.0002172976,0.000006575285,0.0009118259,0.0001801449,0.001126132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004169564,"about_ca_system_score_gemma":0.0000117455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002214899,"about_ca_topic_score_gemma":0.000001704869,"domain_scores_codex":[0.9986299,0.0001699172,0.0002186646,0.0004417477,0.0001900583,0.0003497445],"domain_scores_gemma":[0.9990565,0.00001206169,0.00006288578,0.0004644848,0.0002773455,0.0001267677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001750579,0.0001340426,0.00004411778,0.00005539749,0.0001304044,0.00001005131,0.0001185989,0.00001163978,0.1059685,0.001873032,0.5983518,0.2931274],"study_design_scores_gemma":[0.0006106497,0.0001804503,0.0009983956,0.0000262709,0.00001565637,0.00002877408,0.0001237039,0.0000306368,0.01115433,0.0001522464,0.9865302,0.0001486541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4682184,0.005048834,0.03425918,0.0089865,0.001093317,0.001171517,0.000535181,0.001530834,0.4791562],"genre_scores_gemma":[0.9814896,0.0005425892,0.0008422816,0.0009935461,0.0003727052,1.463636e-7,0.001975416,0.0005990486,0.01318467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5132712,"threshold_uncertainty_score":0.9996516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704380766133067,"score_gpt":0.2781919015627956,"score_spread":0.2511480939014649,"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."}}