{"id":"W7115891111","doi":"10.5281/zenodo.17967328","title":"Santarosamyia unipilum 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":"Summit; Type (biology); Holotype; Earth Summit","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":[0.0003216039,0.001710943,0.0005308707,0.002205328,0.002095855,0.000760555,0.001197388,0.0009932806,0.01818361],"category_scores_gemma":[0.001346257,0.0005299288,0.000343342,0.00163269,0.0005689597,0.002758737,0.001383381,0.00100437,0.01175977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008442304,"about_ca_system_score_gemma":0.0008507497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01847128,"about_ca_topic_score_gemma":0.04423155,"domain_scores_codex":[0.9996219,0.00003279157,0.00004892943,0.0001120674,0.0001230212,0.00006131444],"domain_scores_gemma":[0.999356,0.00008323391,0.0002196953,0.00008717717,0.0001916414,0.00006230674],"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":[0.0005621877,0.0001900534,0.03353388,0.001379487,0.0001442245,0.002727336,0.001260367,0.00133926,0.01777973,0.003098752,0.09848273,0.8395021],"study_design_scores_gemma":[0.0002218163,0.000418864,0.2312357,0.001234482,0.0003294496,0.007673548,0.001340074,0.001401765,0.002550447,0.001168961,0.7523697,0.00005508492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2424479,0.0389817,0.01753908,0.002082869,0.005649985,0.004216834,0.03677057,0.001533288,0.6507778],"genre_scores_gemma":[0.8445278,0.02103051,0.02433832,0.003275594,0.001170323,0.001937398,0.01973477,0.0001924444,0.0837928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01847128,"threshold_uncertainty_score":0.06083024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04400151016503453,"score_gpt":0.2474393936497211,"score_spread":0.2034378834846865,"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."}}