{"id":"W6911932973","doi":"10.5281/zenodo.15021038","title":"Euura rufa","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Environmental and Biological Research in Conflict Zones","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Taxon; Nomenclature; International Code of Zoological Nomenclature; Taxonomy (biology); Appendage","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004657813,0.0001006923,0.00008878819,0.00006002647,0.001502416,0.0002592591,0.0008969715,0.00005629228,0.077116],"category_scores_gemma":[0.0003743443,0.00008475786,0.00004276727,0.0004300072,0.0004193483,0.0001383491,0.002372161,0.0001991168,0.02613475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001791581,"about_ca_system_score_gemma":6.661282e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002643731,"about_ca_topic_score_gemma":3.215775e-7,"domain_scores_codex":[0.9986923,0.00017004,0.0001509307,0.0003526029,0.000293162,0.0003409956],"domain_scores_gemma":[0.9994871,0.00003046423,0.00003175867,0.0002942251,0.00002304901,0.0001334036],"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":[0.00007166905,0.0002484263,0.0002582038,0.00002191903,0.00002636084,0.0000145919,0.0001763671,0.00007014228,0.07403778,0.005931766,0.3073432,0.6117995],"study_design_scores_gemma":[0.0001925087,0.0001149712,0.01107033,0.000009243307,0.000003513303,0.00001074863,0.00006587408,0.0001090919,0.001910566,0.0008733897,0.9855412,0.00009853719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08207569,0.00006490084,0.00219705,0.002740312,0.00007311519,0.0003612991,0.00005374563,0.0004564129,0.9119775],"genre_scores_gemma":[0.9862467,0.0001470458,0.0003535521,0.0008076997,0.00004352621,7.098145e-8,0.0002857482,0.0002548509,0.01186083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.904171,"threshold_uncertainty_score":0.9997975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902940091579745,"score_gpt":0.251097244829927,"score_spread":0.2220678439141296,"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."}}