{"id":"W6968457533","doi":"10.5281/zenodo.15218457","title":"Empis (Enoplempis) undulasetosa Sinclair, Brooks & Cumming, 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Holotype; Saddle; Type (biology); Geosyncline","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004300421,0.00196761,0.0007052614,0.00307918,0.002865136,0.0009842321,0.001337114,0.001528059,0.01947352],"category_scores_gemma":[0.001012079,0.0005807705,0.0003669082,0.002352614,0.001257706,0.00295328,0.001350276,0.002272483,0.01550592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001743178,"about_ca_system_score_gemma":0.001192876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03561739,"about_ca_topic_score_gemma":0.082503,"domain_scores_codex":[0.999634,0.00002792054,0.00004557415,0.0001355293,0.000120562,0.00003634313],"domain_scores_gemma":[0.9995571,0.00007524328,0.0001284242,0.00005721838,0.0001196133,0.00006239184],"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":[0.0004509351,0.0002965441,0.02661683,0.001243096,0.0002235597,0.003455114,0.002017088,0.001652537,0.01417726,0.003925967,0.1134153,0.8325258],"study_design_scores_gemma":[0.0001974247,0.0002636383,0.221654,0.002298333,0.0004995344,0.009368235,0.002873753,0.001352594,0.004288258,0.002215025,0.7548981,0.0000911433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1546769,0.02372037,0.01903103,0.002682346,0.003585944,0.003031543,0.03124301,0.002545424,0.7594835],"genre_scores_gemma":[0.6077477,0.02881698,0.04805667,0.006360775,0.001530763,0.004297733,0.032773,0.0006297453,0.2697867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03561739,"threshold_uncertainty_score":0.07082015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03436914312037591,"score_gpt":0.230431308492111,"score_spread":0.1960621653717352,"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."}}