{"id":"W1994342039","doi":"10.1021/bp010164z","title":"Production of Fructose and Ethanol from Sugar Beet Molasses Using <i>Saccharomyces cerevisiae</i> ATCC 36858","year":2002,"lang":"en","type":"article","venue":"Biotechnology Progress","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Agricultural Research Service; Lallemand","keywords":"Sugar beet; Fructose; Ethanol fuel; Sugar; Ethanol; Saccharomyces cerevisiae; Food science; Chemistry; Ethanol fermentation; Biochemistry; Fermentation; Yeast; Biology; Agronomy","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00007068561,0.0001816248,0.0002330159,0.0001784081,0.00006647343,0.00001761036,0.0001533431,0.0004697419,0.00007229538],"category_scores_gemma":[0.00002361333,0.0001720255,0.00003732208,0.0002834219,0.0003646595,0.0001564271,0.00007838419,0.000232297,0.00001517759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002680451,"about_ca_system_score_gemma":0.000004061653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001699343,"about_ca_topic_score_gemma":0.000001508843,"domain_scores_codex":[0.9990658,0.00002264697,0.0002306664,0.0003525713,0.0001122936,0.0002160827],"domain_scores_gemma":[0.9994999,0.000009281932,0.00008241402,0.0003274926,0.00004116429,0.00003979218],"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":[0.00001891124,0.0001014782,0.007146267,0.0004671598,0.0001214951,0.000007465513,0.0002082513,0.00002742728,0.9201916,0.00009941382,0.001409625,0.07020085],"study_design_scores_gemma":[0.0002764836,0.0000641283,0.000427418,0.00007957016,0.00004399076,0.00004556096,0.0001435821,0.002983888,0.9825668,0.000115489,0.01301926,0.0002337899],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818174,0.01476336,0.00006029793,0.001692168,0.000737753,0.0002688824,0.0000146086,0.0006097599,0.00003576153],"genre_scores_gemma":[0.9926946,0.00248035,0.004601475,0.00001353544,0.0001366938,0.000007755998,0.000006543856,0.00002539113,0.00003364327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06996706,"threshold_uncertainty_score":0.7014995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933289984322299,"score_gpt":0.2185198799465341,"score_spread":0.1991869801033112,"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."}}