{"id":"W6949653932","doi":"10.5281/zenodo.16877636","title":"Torulaspora incommunis M. Silva, F. Paraiso, M. Groenewald & 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; Budding; Yeast; Agar; Sexual reproduction","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003094125,0.0001446022,0.0001357545,0.0001109412,0.001588328,0.0002233031,0.0007289525,0.00008631533,0.002258043],"category_scores_gemma":[0.0002992957,0.0001418704,0.00007065493,0.0002960648,0.0001508151,0.000008809539,0.001664711,0.000155058,0.00105363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003983426,"about_ca_system_score_gemma":0.00000597865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000361965,"about_ca_topic_score_gemma":0.00000223723,"domain_scores_codex":[0.998845,0.0001742943,0.0001941627,0.0003418717,0.0001488725,0.0002958252],"domain_scores_gemma":[0.9990084,0.000009790467,0.00005658254,0.0005357859,0.0003054095,0.00008399729],"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":[0.0001399542,0.0001796479,0.000106056,0.00006364841,0.0001770132,0.000005967611,0.0002626535,0.00005384156,0.04728686,0.003146207,0.8874761,0.06110208],"study_design_scores_gemma":[0.0003904777,0.000172013,0.001540937,0.00002289903,0.00001568867,0.00001244279,0.0002705769,0.00003324663,0.004624932,0.0001167226,0.9926533,0.000146772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2164269,0.005169024,0.008861613,0.005415222,0.0006058957,0.00102038,0.0004370214,0.0007078586,0.7613561],"genre_scores_gemma":[0.9867741,0.0007159594,0.0002524174,0.0006463966,0.0001866303,1.018704e-7,0.001631099,0.0004631105,0.009330114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7703472,"threshold_uncertainty_score":0.9997241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189049739518051,"score_gpt":0.2535894845677459,"score_spread":0.2346845106159408,"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."}}