{"id":"W6892416378","doi":"10.5281/zenodo.10094586","title":"FIGURE 54 in Revision of the metallic species of Lasioglossum (Dialictus) in Canada (Hymenoptera, Halictidae, Halictini) 2591","year":2010,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Margin (machine learning); Metal; Overprinting; Proterozoic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005168979,0.0008184158,0.0004550139,0.005100278,0.002353287,0.001080444,0.001388152,0.0006665953,0.04744817],"category_scores_gemma":[0.001182392,0.0003248704,0.0004481742,0.003233493,0.001447485,0.0008070182,0.0008028995,0.001327689,0.01658858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006284272,"about_ca_system_score_gemma":0.007566481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6728605,"about_ca_topic_score_gemma":0.8590818,"domain_scores_codex":[0.9995371,0.00002679785,0.00003447047,0.00008562401,0.0002274509,0.0000886284],"domain_scores_gemma":[0.9990523,0.00003400971,0.00006396898,0.00006919044,0.0006915396,0.00008885711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002009497,0.00003794112,0.009489379,0.001397851,0.0000457228,0.0006928615,0.001801679,0.0004605551,0.004793198,0.006689694,0.6768906,0.2974996],"study_design_scores_gemma":[0.000005643422,0.00001166712,0.01719109,0.0001564297,0.00002730312,0.0003847573,0.0003043147,0.00008396947,0.0004869211,0.0002043499,0.9811318,0.00001167831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04774316,0.03163996,0.01354352,0.007669452,0.02455071,0.0009887809,0.07273346,0.005064869,0.7960661],"genre_scores_gemma":[0.1735255,0.0194879,0.03125741,0.001716681,0.001977994,0.0003624932,0.06362121,0.001885739,0.7061651],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3271395,"threshold_uncertainty_score":0.6581322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263287544676546,"score_gpt":0.2271299910425045,"score_spread":0.204497115595739,"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."}}