{"id":"W2161712346","doi":"10.1111/ijfs.12937","title":"Effects of cofermentation and sequential inoculation of <i><scp>S</scp>accharomyces bayanus</i> and <i><scp>T</scp>orulaspora delbruckii</i> on durian wine composition","year":2015,"lang":"en","type":"article","venue":"International Journal of Food Science & Technology","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lallemand; Ministry of Education - Singapore","keywords":"Torulaspora delbrueckii; Isoamyl alcohol; Fermentation; Wine; Food science; Chemistry; Alcohol; Saccharomyces; Biology; Botany; Yeast; Biochemistry; Saccharomyces cerevisiae","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":[0.0004664526,0.000119437,0.0002438176,0.0004166836,0.00009447413,0.0000571814,0.0003538387,0.00009768391,0.000003035493],"category_scores_gemma":[0.0004324297,0.00006558223,0.00006268951,0.0007388062,0.0005395432,0.0004593875,0.00008318797,0.0001291445,0.000001127359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000597568,"about_ca_system_score_gemma":0.00003814946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000176242,"about_ca_topic_score_gemma":0.00001588458,"domain_scores_codex":[0.9983826,0.00006808298,0.0004868618,0.0002081043,0.0007045486,0.0001498633],"domain_scores_gemma":[0.9980963,0.0002861732,0.0007249447,0.00004249654,0.0007464333,0.0001036921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003137146,0.0001379866,0.008518159,0.000008740767,0.00005879006,0.00001004172,0.00041432,0.000179024,0.9851716,0.001862372,0.00007252291,0.003535031],"study_design_scores_gemma":[0.001057491,0.001969415,0.05966843,0.00009840554,0.00006237918,0.000168751,0.002454177,0.0004274329,0.929523,0.004102539,0.000421646,0.00004633569],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983041,0.0001495832,0.0001222351,0.0008702144,0.0002471768,0.0001182393,0.0000172533,0.00001512396,0.0001561199],"genre_scores_gemma":[0.999418,0.00008063587,0.0002509971,0.000132289,0.00008551482,0.000002192057,0.00001281631,0.000001209258,0.00001637206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05564864,"threshold_uncertainty_score":0.2674366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580023384897511,"score_gpt":0.249544936295659,"score_spread":0.2337447024466839,"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."}}