{"id":"W6893128792","doi":"10.5281/zenodo.15357489","title":"Dolichogenidea arenal Fernandez-Triana & Boudreault 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Botany and Geology in Latin America and Caribbean","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Parks Canada","funders":"","keywords":"Ovipositor; Margin (machine learning); Wing; Type (biology); DNA barcoding","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":[0.0002055073,0.001197864,0.0006072012,0.001870956,0.001334463,0.000670602,0.0009207643,0.0007233087,0.01166787],"category_scores_gemma":[0.0006429781,0.0002738128,0.000275418,0.00115529,0.0006016091,0.0008980673,0.0009287224,0.001086868,0.006972051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459893,"about_ca_system_score_gemma":0.0008191929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04000451,"about_ca_topic_score_gemma":0.06561347,"domain_scores_codex":[0.9998186,0.00001418636,0.0000139229,0.0000528884,0.00005979636,0.00004057833],"domain_scores_gemma":[0.9998556,0.00001503651,0.0000421628,0.00001573647,0.00004588804,0.00002546289],"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":[0.0003892947,0.0002955247,0.03288433,0.0007243694,0.0001324304,0.003103003,0.001102345,0.001258714,0.01451652,0.004242107,0.0625745,0.8787768],"study_design_scores_gemma":[0.0004080884,0.0001978305,0.3248037,0.001305148,0.0003030801,0.01238188,0.001770029,0.001997933,0.002064354,0.002143194,0.6525494,0.00007535707],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.287149,0.04945594,0.01455712,0.002500183,0.002526278,0.002203698,0.02068726,0.003674003,0.6172466],"genre_scores_gemma":[0.8485671,0.01484861,0.01867453,0.002971155,0.0005466602,0.0009945187,0.01378068,0.0002768369,0.09934002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04000451,"threshold_uncertainty_score":0.07954335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241935950520329,"score_gpt":0.2357411839589943,"score_spread":0.213321824453791,"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."}}