{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006121366,0.0002986919,0.0003288159,0.0005480491,0.004171798,0.001005142,0.001088518,0.000223769,0.06368266],"category_scores_gemma":[0.0008170535,0.0003479941,0.0001871431,0.00103618,0.000319294,0.000213347,0.002311441,0.0004704502,0.03540687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004474588,"about_ca_system_score_gemma":0.00001692817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008049388,"about_ca_topic_score_gemma":8.222069e-7,"domain_scores_codex":[0.9969017,0.0008290493,0.0004510233,0.0007509007,0.0003089248,0.0007584296],"domain_scores_gemma":[0.9978219,0.00006376261,0.0001527396,0.0008625616,0.0008472801,0.0002517274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006399405,0.0007724478,0.00002289983,0.0004130252,0.000418352,0.0002242776,0.000865267,0.00004862881,0.005979451,0.0358077,0.8401724,0.1146356],"study_design_scores_gemma":[0.001054826,0.0008997242,0.003080622,0.0001006488,0.0001436594,0.0002827747,0.0004331364,0.000337141,0.0001301303,0.0006072922,0.9926156,0.0003144653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09042448,0.001388111,0.001907495,0.003482489,0.001536905,0.001332308,0.001039997,0.002078536,0.8968097],"genre_scores_gemma":[0.986414,0.0004495629,0.00005671803,0.001134849,0.0003288372,7.45984e-8,0.001370043,0.001698871,0.008547084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8959895,"threshold_uncertainty_score":0.9998972,"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."}}