{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000205663,0.001101591,0.000585706,0.001257874,0.000654299,0.00102116,0.0005261633,0.0006529456,0.006266151],"category_scores_gemma":[0.0006003255,0.0002071775,0.0002779427,0.001641,0.0002374645,0.0009022089,0.0007897459,0.0007061804,0.005467447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003844027,"about_ca_system_score_gemma":0.000738278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004920535,"about_ca_topic_score_gemma":0.004833436,"domain_scores_codex":[0.999726,0.000020335,0.00004773909,0.00009261652,0.00006634829,0.0000468887],"domain_scores_gemma":[0.9997898,0.00004034856,0.00005277965,0.00002776763,0.00005734796,0.00003200283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008063868,0.0006464921,0.02387802,0.003019287,0.0001396518,0.01345846,0.001769109,0.001256098,0.2830706,0.003703882,0.03346707,0.6347849],"study_design_scores_gemma":[0.0001391333,0.0006037444,0.1833244,0.002379466,0.0004025089,0.03292792,0.003355914,0.001364272,0.07764631,0.001425703,0.6963107,0.0001200092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5924841,0.08824613,0.01517709,0.004542555,0.003698765,0.001636471,0.03662846,0.001393076,0.2561934],"genre_scores_gemma":[0.8614632,0.04574248,0.02367559,0.00154487,0.0005601877,0.0008960247,0.02105314,0.0001962333,0.04486816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006266151,"threshold_uncertainty_score":0.02096236,"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."}}