{"id":"W6968520761","doi":"10.5281/zenodo.15218325","title":"Empis (Enoplempis) arizonensis Sinclair, Brooks & Cumming, 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Seta; Holotype; Femur; Tibia; Keel; Basal (medicine)","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006659905,0.0002117962,0.0002233119,0.00008682212,0.00242219,0.0007506122,0.001314123,0.0001308494,0.02184464],"category_scores_gemma":[0.0005660699,0.0001214913,0.0001099794,0.0009077438,0.0001660351,0.0001753848,0.00130907,0.0003175855,0.007249719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001598321,"about_ca_system_score_gemma":0.000004354668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009911652,"about_ca_topic_score_gemma":0.00001671587,"domain_scores_codex":[0.9978641,0.0003154672,0.0003483495,0.0005999092,0.0003475508,0.0005246461],"domain_scores_gemma":[0.9988977,0.00007486056,0.0001119203,0.0002626278,0.0004847427,0.0001681579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004900551,0.0001479814,0.00005454704,0.00002278078,0.00004733465,0.0000158506,0.0002303516,0.000004223467,0.5027768,0.003642066,0.156642,0.3363671],"study_design_scores_gemma":[0.0003338713,0.0001931867,0.003468121,0.00003860535,0.00002831056,0.00003908903,0.000200358,0.00006687157,0.00738561,0.000518049,0.9875011,0.0002268325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5800874,0.001047681,0.001937094,0.01114586,0.0006773859,0.001666743,0.000882744,0.003234285,0.3993208],"genre_scores_gemma":[0.9887433,0.0001235781,0.0002496766,0.0009922031,0.0002753095,1.213636e-7,0.001335626,0.0001206676,0.008159542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8308591,"threshold_uncertainty_score":0.9988765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02211200370875927,"score_gpt":0.2332744035325824,"score_spread":0.2111623998238231,"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."}}