{"id":"W4205902317","doi":"10.1590/0001-3765202120200220","title":"Kinetics of Whole Cells and Ethanol Production from Candida tropicalis TISTR 5306 Cultivation in Batch and Fed-batch Modes Using Assorted Grade Fresh Longan Juice","year":2021,"lang":"en","type":"article","venue":"Anais da Academia Brasileira de Ciências","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"National Research Council of Thailand; Chiang Mai University","keywords":"Food science; Chemistry; Ethanol; Candida tropicalis; Biomass (ecology); Substrate (aquarium); Ethanol fuel; Yield (engineering); Yeast; Yeast extract; Fermentation; Biology; Biochemistry; Agronomy","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":[0.0002245073,0.0006464395,0.000554569,0.0002674774,0.0001349159,0.0004834908,0.0003399698,0.0002622731,0.0004975245],"category_scores_gemma":[0.0002162878,0.0001697772,0.0004146452,0.0005355349,0.0001231046,0.0002159177,0.0002896266,0.0004005507,0.0002964177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002791942,"about_ca_system_score_gemma":0.000274506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004746011,"about_ca_topic_score_gemma":0.004934868,"domain_scores_codex":[0.9998031,0.00002318685,0.00003899016,0.00004571725,0.00005625024,0.00003274445],"domain_scores_gemma":[0.9998693,0.00002723041,0.00001871474,0.00001339916,0.00003934162,0.00003194561],"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":[0.000289394,0.00006362997,0.0008095285,0.00007453626,0.000009722636,0.00005700339,0.0000405489,0.0002408627,0.9961053,0.0000213768,0.00006057727,0.002227585],"study_design_scores_gemma":[0.00001622747,0.001012072,0.01506403,0.00001822726,0.00004587707,0.0001327373,0.0001137004,0.002318967,0.9803242,0.00001895702,0.0008990577,0.0000358597],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958518,0.0005573062,0.0008515525,0.00006435013,0.00001687695,0.00005221485,0.001483469,0.00007322131,0.001049365],"genre_scores_gemma":[0.9860498,0.0008786981,0.006421236,0.00004076861,0.000008002529,0.0001033772,0.003577859,0.00003320716,0.002887076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004746011,"threshold_uncertainty_score":0.009436786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363530538196004,"score_gpt":0.2765943152146387,"score_spread":0.2529590098326787,"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."}}