{"id":"W6930734011","doi":"10.5281/zenodo.15217986","title":"FIGURES 55–58 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 and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Subgenus; Femur; Tibia; Dorsum; Hindlimb","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":[0.0004849815,0.0007599395,0.0004574001,0.003461814,0.001278944,0.0007916054,0.0008542149,0.0004860612,0.0871953],"category_scores_gemma":[0.001365285,0.0003034076,0.0004206975,0.002289455,0.0008922041,0.001716921,0.0007574589,0.001564791,0.03800429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006487283,"about_ca_system_score_gemma":0.0006858635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00815778,"about_ca_topic_score_gemma":0.01917092,"domain_scores_codex":[0.9996321,0.00005550625,0.00005377008,0.0000973306,0.000127029,0.00003425523],"domain_scores_gemma":[0.9993858,0.00005930596,0.00008331089,0.00008546071,0.0003388961,0.00004715485],"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":[0.0003355537,0.00004558232,0.003419446,0.001000452,0.00004709089,0.0004820621,0.001088059,0.000438869,0.005083632,0.008768344,0.6168684,0.3624226],"study_design_scores_gemma":[0.000006314319,0.0000149064,0.007638728,0.0001395958,0.00001804958,0.0003705989,0.000176383,0.0000951201,0.0003757213,0.0004709429,0.9906862,0.000007240659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02216448,0.01549927,0.03043538,0.002375729,0.03076561,0.00123804,0.04736309,0.003445022,0.8467134],"genre_scores_gemma":[0.1404455,0.01788636,0.08412161,0.001848653,0.005876994,0.002109819,0.08926687,0.003235838,0.6552083],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0871953,"threshold_uncertainty_score":0.2916974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0776463261871709,"score_gpt":0.3403848177452584,"score_spread":0.2627384915580875,"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."}}