{"id":"W6930548604","doi":"10.5281/zenodo.15218107","title":"FIGURES 286–291 in Revision of the western Nearctic species of Empis subgenus Enoplempis (Diptera: Empididae)","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Statistical Methods in Epidemiology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Subgenus; Habitus; Nearctic ecozone; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001797004,0.0002700678,0.0007470314,0.0004717146,0.0002444484,0.00006256382,0.001576239,0.0002661418,0.02330135],"category_scores_gemma":[0.02156818,0.0002206877,0.0001370296,0.0007185756,0.0005980404,0.00003957739,0.001666036,0.0005499584,0.0004532117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285559,"about_ca_system_score_gemma":0.00001588685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001450706,"about_ca_topic_score_gemma":0.000009022828,"domain_scores_codex":[0.9954603,0.002394045,0.000828838,0.0004853434,0.0004624044,0.0003690089],"domain_scores_gemma":[0.9967311,0.001108312,0.0006248868,0.001106297,0.0003533376,0.00007608791],"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":[0.00005391747,0.0001742479,0.0001434429,0.001874819,0.0001044106,0.00000827836,0.0008581832,0.000003461867,0.0002970092,0.03146126,0.9310097,0.03401124],"study_design_scores_gemma":[0.000368207,0.000128825,0.00148111,0.001295482,0.00005963379,0.00001249776,0.0001048322,0.00002659414,0.0003197954,0.007901849,0.9881128,0.0001883916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000891335,0.0006925265,0.02114039,0.0009047521,0.0004286051,0.001516695,0.001365957,0.0003856924,0.9726741],"genre_scores_gemma":[0.03699259,0.00242152,0.06306956,0.0005780076,0.0006791743,3.700557e-7,0.000779907,0.01291113,0.8825678],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0901063,"threshold_uncertainty_score":0.9866736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073135454963,"score_gpt":0.3649820631962185,"score_spread":0.2576685176999184,"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."}}