{"id":"W6911945139","doi":"10.5281/zenodo.15020938","title":"Euura melanocephalus","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Type species; Taxonomy (biology); Holotype; Type (biology); Systematics","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":[0.00003696572,0.0008400148,0.0002085406,0.001588143,0.0009621681,0.0004346564,0.0003890722,0.0003821997,0.07496268],"category_scores_gemma":[0.0001425562,0.0001969676,0.0002177314,0.0007047413,0.0002829088,0.0007143213,0.0008461955,0.0003822946,0.03140923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004270316,"about_ca_system_score_gemma":0.0001578349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004259762,"about_ca_topic_score_gemma":0.01172863,"domain_scores_codex":[0.9999146,0.0000106072,0.000007668873,0.00003538801,0.00001775404,0.00001396401],"domain_scores_gemma":[0.9999417,0.000005749537,0.00002402631,0.000008725518,0.00001230455,0.000007446821],"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":[0.0001418722,0.00009173303,0.01473145,0.0005202058,0.00004867377,0.001530225,0.000734519,0.0002241852,0.01983285,0.005792073,0.05100754,0.9053447],"study_design_scores_gemma":[0.00002477519,0.0001020772,0.1454804,0.000365895,0.00005505835,0.004583963,0.0007118292,0.0001588428,0.002681838,0.001419198,0.8443929,0.00002326425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08973006,0.01205156,0.003337437,0.0003966902,0.0007439666,0.000374872,0.006862058,0.001181136,0.8853223],"genre_scores_gemma":[0.7040231,0.006128814,0.00581963,0.0008158503,0.0003368007,0.0002387146,0.007918877,0.0002668661,0.2744514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07496268,"threshold_uncertainty_score":0.2507752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02684906028183183,"score_gpt":0.2215618909817488,"score_spread":0.194712830699917,"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."}}