{"id":"W6949416185","doi":"10.5281/zenodo.16877642","title":"Torulaspora nezacadeziae M. Silva, F. Paraiso & J. P. Sampaio 2025","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Torulaspora delbrueckii; Sexual reproduction; Hypha; Yeast; Budding; Agar","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":[0.0001175041,0.0008115125,0.0004636072,0.0008699632,0.0005414759,0.0008574038,0.0004177365,0.0004064663,0.00521066],"category_scores_gemma":[0.0003782115,0.0001623007,0.0002509926,0.0009479216,0.0001889559,0.0006018038,0.0006429281,0.0004418108,0.00402092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741345,"about_ca_system_score_gemma":0.0006382978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007795772,"about_ca_topic_score_gemma":0.01024227,"domain_scores_codex":[0.9998617,0.000009483373,0.00002095546,0.00005004304,0.00003462498,0.00002324115],"domain_scores_gemma":[0.9998889,0.00001507895,0.0000243359,0.00001420293,0.00003816189,0.00001934192],"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":[0.0006916003,0.0003670036,0.02337306,0.002404114,0.0001172892,0.007948467,0.001144421,0.000971755,0.3617809,0.002705883,0.02867938,0.5698161],"study_design_scores_gemma":[0.0001125176,0.0003744022,0.2110589,0.00128276,0.0002438006,0.01765352,0.00196695,0.0007518667,0.05521426,0.0006411571,0.7106245,0.00007530784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5857762,0.08646292,0.01401364,0.003721857,0.003136024,0.001216369,0.03082531,0.001037987,0.2738098],"genre_scores_gemma":[0.848493,0.04329378,0.01659365,0.0009746009,0.0002504288,0.0005815941,0.01803978,0.0001242032,0.07164901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007795772,"threshold_uncertainty_score":0.01743144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894629241468815,"score_gpt":0.2572995538855849,"score_spread":0.2383532614708967,"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."}}