{"id":"W7115897341","doi":"10.5281/zenodo.17967325","title":"Santarosamyia erecta Fleming & Smith & Hallwachs & Janzen 2025, comb. nov.","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"","keywords":"Holotype; Type (biology); Type specimen; Taxonomy (biology)","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":[0.0002628376,0.001839731,0.0005919974,0.002209312,0.00152485,0.0006289308,0.001185153,0.0009954344,0.02644733],"category_scores_gemma":[0.001158894,0.0004960012,0.0003338582,0.001565947,0.0007077014,0.003172039,0.001156597,0.001290231,0.01418929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007897776,"about_ca_system_score_gemma":0.0009616759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01905463,"about_ca_topic_score_gemma":0.04495189,"domain_scores_codex":[0.9997047,0.00002426753,0.00003575369,0.00008848118,0.0001062966,0.00004051617],"domain_scores_gemma":[0.9994692,0.00008284033,0.0001878745,0.00006529123,0.0001433876,0.00005144973],"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":[0.0003786416,0.0001553244,0.01621969,0.001412148,0.0001241125,0.002035376,0.0009915624,0.001191971,0.01491218,0.003682601,0.1162359,0.8426605],"study_design_scores_gemma":[0.0001613932,0.0002714229,0.1482408,0.001077446,0.0002194721,0.006179808,0.0009069022,0.0007850385,0.001588916,0.001251618,0.8392701,0.00004708399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1404335,0.05031034,0.01728145,0.002215942,0.006536826,0.003638564,0.03118161,0.002339294,0.7460625],"genre_scores_gemma":[0.7242826,0.03011721,0.02386625,0.004250194,0.001448321,0.002149291,0.02290431,0.0003221989,0.1906597],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02644733,"threshold_uncertainty_score":0.08847511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0446721431803059,"score_gpt":0.249202212423992,"score_spread":0.2045300692436861,"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."}}