{"id":"W2050026551","doi":"10.3168/jds.2007-0468","title":"Identification of Yeasts and Evaluation of their Distribution in Taiwanese Kefir and Viili Starters","year":2008,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Beef Cattle Research Council; National Science Council; Food Industry Research and Development Institute","keywords":"Kluyveromyces marxianus; Yeast; Kefir; Biology; Temperature gradient gel electrophoresis; Food science; Polymerase chain reaction; Saccharomyces; Microbiology; Saccharomyces cerevisiae; Bacteria; 16S ribosomal RNA; Genetics; Lactic acid; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001345477,0.00003120205,0.0000880238,0.00003431953,0.00006514255,0.00001017491,0.00007354908,0.00001396062,0.00001366222],"category_scores_gemma":[0.00011166,0.00001274209,0.00002160186,0.0004193624,0.0002636646,0.0003161473,0.00001107548,0.00003074748,1.454252e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002057486,"about_ca_system_score_gemma":0.00002373312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001760677,"about_ca_topic_score_gemma":0.0000331076,"domain_scores_codex":[0.9991639,0.00006739479,0.0002785065,0.0000716707,0.0003672541,0.00005131215],"domain_scores_gemma":[0.9993507,0.00003946188,0.0002823957,0.00002036595,0.0002722353,0.00003479486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002124922,0.00004037418,0.05264748,0.000002864247,0.00000269826,5.093626e-7,0.0007102847,0.00009052191,0.9263048,0.00001648595,0.000009185075,0.02015359],"study_design_scores_gemma":[0.0001482507,0.00009132319,0.9681852,0.00001162202,0.000009147125,0.00001872845,0.001399187,0.003382311,0.02654592,0.0001745552,0.000009400701,0.00002435644],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995893,0.00008425268,0.000009092024,0.0002291623,0.00002571396,0.00003953173,0.00001016525,7.213308e-7,0.00001210747],"genre_scores_gemma":[0.9998989,0.00006225212,0.00001284207,0.000007916555,0.000008705681,2.715516e-7,0.000002626848,9.777568e-8,0.000006444839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9155377,"threshold_uncertainty_score":0.09714831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03936755086964668,"score_gpt":0.2732921654386848,"score_spread":0.2339246145690381,"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."}}