{"id":"W6912007310","doi":"10.5281/zenodo.15021209","title":"Euura degeeri","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Salix viminalis; Type (biology); Gall; Host (biology); Willow","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":[0.0001826099,0.0003899309,0.0002604309,0.001193884,0.001035466,0.0003746181,0.0003086954,0.0002962589,0.008349321],"category_scores_gemma":[0.0003985834,0.0001336757,0.0001907064,0.0004239058,0.0002502025,0.0005933727,0.0006999493,0.0004404723,0.001964793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006372559,"about_ca_system_score_gemma":0.0003010308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006422659,"about_ca_topic_score_gemma":0.01666035,"domain_scores_codex":[0.999767,0.0000438563,0.00001584917,0.00006389945,0.00005438173,0.0000550445],"domain_scores_gemma":[0.9998541,0.00002490528,0.00004410984,0.00001641971,0.00004532712,0.00001516017],"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":[0.0002026239,0.00004830102,0.03370516,0.0003953191,0.0000419755,0.001080747,0.00136893,0.0002857858,0.02287842,0.009416931,0.01573861,0.9148372],"study_design_scores_gemma":[0.00001648858,0.0001792363,0.1788865,0.0003199654,0.00004576228,0.004600448,0.000683717,0.0002982326,0.003531778,0.0007814763,0.8106359,0.00002049424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3760391,0.04907034,0.008239731,0.0009560867,0.001182701,0.000274238,0.001920282,0.0004077594,0.5619098],"genre_scores_gemma":[0.8833138,0.007386548,0.007630415,0.0007576369,0.0002555797,0.00010489,0.001804076,0.00004095863,0.09870614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008349321,"threshold_uncertainty_score":0.02793127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02998598899865864,"score_gpt":0.2182399777237082,"score_spread":0.1882539887250496,"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."}}