{"id":"W6893277586","doi":"10.5281/zenodo.14597044","title":"Alaptus Westwood 1839","year":2024,"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":"Natural Resources Canada","funders":"","keywords":"Sulcus; Foramen; Genus; Dorsum; Apex (geometry); Wing","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":[0.00007834669,0.0004693542,0.0002731096,0.001703722,0.0009934717,0.0003975434,0.0003873406,0.0003488815,0.01146078],"category_scores_gemma":[0.0002852937,0.0002198909,0.00008233008,0.0007885165,0.0004108628,0.001658397,0.0007574506,0.0004326917,0.003961574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002512055,"about_ca_system_score_gemma":0.0001488936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001919409,"about_ca_topic_score_gemma":0.003578176,"domain_scores_codex":[0.9998894,0.00001015477,0.00001146176,0.00004000733,0.00003659708,0.00001239745],"domain_scores_gemma":[0.9999092,0.00001797785,0.00003637865,0.000008101089,0.000018052,0.00001038854],"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":[0.0003012601,0.0001287112,0.02059232,0.0006569392,0.00003410157,0.003304764,0.001604784,0.0004946715,0.02995691,0.004310385,0.01933794,0.9192773],"study_design_scores_gemma":[0.00008859359,0.0005630718,0.4131368,0.0009997672,0.0001493761,0.03201503,0.002093683,0.001317083,0.01064914,0.004954522,0.5339804,0.00005240049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4593694,0.01935155,0.01094124,0.0006029356,0.0007603974,0.0004129894,0.002319405,0.0006797677,0.5055622],"genre_scores_gemma":[0.951785,0.004746166,0.005870032,0.000435329,0.0003014022,0.0001244423,0.001263774,0.00004525738,0.03542862],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01146078,"threshold_uncertainty_score":0.03834015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03690090413168236,"score_gpt":0.2175874537558873,"score_spread":0.180686549624205,"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."}}