{"id":"W6912315510","doi":"10.5281/zenodo.16095561","title":"Amphilagus ulmensis","year":2025,"lang":"sv","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Infectious Diseases and Mycology","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Tyrrell Museum","funders":"","keywords":"Identification (biology); Product (mathematics); Process (computing)","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":[0.0001634956,0.0008199794,0.0002219378,0.001272202,0.000523693,0.0003509458,0.0003122227,0.0005312402,0.00834842],"category_scores_gemma":[0.0001914395,0.000144762,0.0001112889,0.0005961597,0.0002334145,0.0004905087,0.0006364487,0.0002587124,0.00582254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005279515,"about_ca_system_score_gemma":0.0001451118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009286504,"about_ca_topic_score_gemma":0.01368023,"domain_scores_codex":[0.9998573,0.00001788252,0.00001617754,0.0000398846,0.00002874649,0.00003993074],"domain_scores_gemma":[0.9999316,0.00001185321,0.00002428258,0.000006944289,0.00001396776,0.0000114101],"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":[0.001662093,0.0003702777,0.07157559,0.001116565,0.0000878248,0.00860267,0.002147862,0.0005475321,0.3640108,0.005676601,0.02746146,0.5167407],"study_design_scores_gemma":[0.00005287739,0.001362551,0.4988831,0.0008508583,0.0001109179,0.01527188,0.003122803,0.0005707472,0.04208057,0.001113017,0.4365082,0.00007250153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7031856,0.03031703,0.004023944,0.001151005,0.001486102,0.0003459423,0.004997224,0.0005234472,0.2539698],"genre_scores_gemma":[0.9066342,0.01541851,0.00489687,0.0005139209,0.0002025486,0.0001303729,0.003917006,0.00002687063,0.06825985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009286504,"threshold_uncertainty_score":0.02792829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03271957587707363,"score_gpt":0.2841781252474683,"score_spread":0.2514585493703947,"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."}}