{"id":"W6893240480","doi":"10.5281/zenodo.15021195","title":"Euura pumilio","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Type locality; Ribes; Simple (philosophy); Taxonomy (biology); Parallel evolution","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":[0.00004323382,0.000542963,0.0002023819,0.001048633,0.0008415478,0.0003602825,0.0004086225,0.0003831981,0.04308175],"category_scores_gemma":[0.0001523491,0.0001624889,0.0001108433,0.0006763051,0.0004010412,0.0008967915,0.0006409507,0.0003180935,0.01099593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003481522,"about_ca_system_score_gemma":0.000121523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001495284,"about_ca_topic_score_gemma":0.003118532,"domain_scores_codex":[0.9999409,0.000008137623,0.000005056429,0.00002395714,0.00001180611,0.00001017273],"domain_scores_gemma":[0.9999615,0.00000635438,0.00001225741,0.000005896827,0.000008569962,0.000005360246],"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":[0.0003456351,0.00006442118,0.01340925,0.0005815849,0.00002227398,0.001234226,0.001248723,0.0002759754,0.02562942,0.006606323,0.01889625,0.9316859],"study_design_scores_gemma":[0.00005689526,0.000292965,0.1962446,0.0006364185,0.0000701816,0.007580969,0.001953659,0.0004781779,0.003439999,0.003197028,0.786014,0.00003512208],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2138172,0.008112435,0.004963031,0.0003336059,0.000269761,0.000224074,0.002472655,0.0006272786,0.7691799],"genre_scores_gemma":[0.9109792,0.003201881,0.004812117,0.0004288483,0.0001083662,0.0002142804,0.003804542,0.0000983354,0.07635241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04308175,"threshold_uncertainty_score":0.1441227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010468123892211,"score_gpt":0.2127009992431731,"score_spread":0.182596318004251,"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."}}