{"id":"W6931494986","doi":"10.5281/zenodo.7629594","title":"Fig. 113. Tegulae. A in Revision of the Nearctic species of the Lasioglossum (Dialictus) gemmatum species complex (Hymenoptera: Halictidae)","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nearctic ecozone; Species complex; Margin (machine learning); Scale (ratio); Taxonomy (biology)","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":[0.0001636439,0.0009304503,0.0003231526,0.003023376,0.0008519941,0.0005229641,0.000570806,0.0005044934,0.08178791],"category_scores_gemma":[0.0004388161,0.0002640734,0.0004216961,0.001643287,0.0007695316,0.0005750059,0.000680602,0.0006169084,0.03557498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007925297,"about_ca_system_score_gemma":0.0004154266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008278407,"about_ca_topic_score_gemma":0.01165147,"domain_scores_codex":[0.9998707,0.00002877088,0.00001509439,0.00003146214,0.0000317118,0.00002221145],"domain_scores_gemma":[0.9998745,0.00002014461,0.00003185967,0.00001748955,0.00003392994,0.00002203845],"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":[0.0008865547,0.00006843,0.01124274,0.001435115,0.00009075215,0.0009481651,0.001032416,0.0009577174,0.02266089,0.012863,0.2776049,0.6702094],"study_design_scores_gemma":[0.00002428956,0.00005501328,0.0316438,0.0002623346,0.00004951145,0.002258805,0.0003016712,0.0002989875,0.002000028,0.0009269443,0.9621629,0.00001575272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.07815885,0.03560721,0.02010193,0.001793449,0.004004095,0.001196008,0.08169729,0.004114286,0.7733269],"genre_scores_gemma":[0.3310503,0.01786447,0.04066348,0.0007595927,0.0009294963,0.001072496,0.1050324,0.001595753,0.5010321],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.08178791,"threshold_uncertainty_score":0.2736079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05120225134068882,"score_gpt":0.2605312181248487,"score_spread":0.2093289667841599,"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."}}