{"id":"W6949084530","doi":"10.5281/zenodo.10793198","title":"Pepsis aciculata Taschenberg 1869","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":"Willow Biosciences (Canada)","funders":"","keywords":"Dirt; Base (topology); Falling (accident)","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":[0.0001140657,0.000544475,0.0003342818,0.001439701,0.001246196,0.0003522774,0.0003911965,0.0004229917,0.01572987],"category_scores_gemma":[0.000245055,0.000159338,0.0001037725,0.0009210834,0.0005542794,0.0005693587,0.0005314575,0.0002680054,0.002913482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009867164,"about_ca_system_score_gemma":0.0004315538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04140049,"about_ca_topic_score_gemma":0.09415741,"domain_scores_codex":[0.9998916,0.000007968814,0.000007584993,0.00004619288,0.00002751491,0.00001904799],"domain_scores_gemma":[0.9999274,0.00001033955,0.00002422373,0.00000791789,0.00002051969,0.000009618035],"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":[0.000863317,0.0001540129,0.1296864,0.001291257,0.0001113681,0.00343254,0.005355044,0.001179598,0.05727066,0.005080111,0.02084258,0.7747332],"study_design_scores_gemma":[0.00007836772,0.0003258677,0.80438,0.0004268742,0.0001390151,0.004475078,0.001675837,0.0008479371,0.002272847,0.0009437877,0.1844053,0.00002900712],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6851205,0.01597876,0.001669843,0.0002471131,0.0003565726,0.0003008068,0.003161495,0.0005259627,0.292639],"genre_scores_gemma":[0.979255,0.002270089,0.001508447,0.00009205496,0.00006805837,0.00005325914,0.00145647,0.00002230098,0.01527434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04140049,"threshold_uncertainty_score":0.08231902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04235483426988147,"score_gpt":0.2255964734987521,"score_spread":0.1832416392288706,"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."}}