{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002716899,0.0001352896,0.0001233639,0.00009977133,0.001243768,0.0002048366,0.0005529535,0.00009665931,0.002643809],"category_scores_gemma":[0.0003270333,0.0001321451,0.00006693881,0.000276593,0.0001325051,0.00000782066,0.001034109,0.0001478228,0.001560302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003388977,"about_ca_system_score_gemma":0.000006640222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001181107,"about_ca_topic_score_gemma":5.946887e-7,"domain_scores_codex":[0.9988676,0.000118438,0.0001818932,0.0003860867,0.0001484174,0.0002975461],"domain_scores_gemma":[0.9991934,0.000007373682,0.00005162608,0.0003801566,0.0002818659,0.00008562527],"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":[0.0001008781,0.0001055959,0.00006435251,0.00004735017,0.0001241873,0.000004684789,0.0001441477,0.00003675536,0.04261931,0.003899605,0.9051484,0.04770467],"study_design_scores_gemma":[0.0003573568,0.000140121,0.001797431,0.00002046838,0.00001500819,0.00001115134,0.000180746,0.00002785023,0.004936275,0.0001100263,0.9922641,0.0001394766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2228733,0.005927935,0.0110023,0.005477778,0.000697534,0.001123711,0.0004401192,0.0007279812,0.7517293],"genre_scores_gemma":[0.9781874,0.000740787,0.0002027348,0.0007182991,0.0002970548,9.64207e-8,0.001518671,0.0005326567,0.0178023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7553141,"threshold_uncertainty_score":0.9992171,"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."}}