{"id":"W4210361234","doi":"10.3390/fermentation8020058","title":"Bioethanol Production as an Alternative End for Maple Syrups with Flavor Defects","year":2022,"lang":"en","type":"article","venue":"Fermentation","topic":"Plant-Derived Bioactive Compounds","field":"Chemistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Chemistry; Maple; Flavor; Ethanol fuel; Hydrolysate; Food science; Ethanol; Hydrolysis; Fermentation; Ethanol fermentation; Raw material; Chromatography; Botany; Biochemistry; Organic chemistry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009198098,0.000127557,0.00009611071,0.00006531364,0.0002939518,0.00003630195,0.000123046,0.00002628484,0.0004974712],"category_scores_gemma":[0.00002425318,0.000128024,0.00003018128,0.0001018297,0.00003743653,0.0002485102,0.00004089715,0.0001110264,0.00001171843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003402932,"about_ca_system_score_gemma":0.00006124594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008924692,"about_ca_topic_score_gemma":0.00004166361,"domain_scores_codex":[0.9990329,0.00004050134,0.0001151475,0.0003655368,0.0002695442,0.0001763459],"domain_scores_gemma":[0.9995449,0.00003059969,0.0001397462,0.0001680197,0.00006990336,0.0000468352],"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":[0.0007721122,0.0001690398,0.0009771051,0.00004483545,0.00006217354,0.000006570966,0.001470501,0.0002154685,0.9936866,0.0001474034,0.0003087216,0.002139501],"study_design_scores_gemma":[0.001020985,0.000475859,0.001264827,0.00001229051,0.00004508591,0.00006340712,0.00311567,0.000466858,0.990387,0.00101711,0.001933192,0.0001977685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971392,0.000011436,0.000328172,0.0001535781,0.0002349718,0.0003639965,0.000207394,0.00009502634,0.00146625],"genre_scores_gemma":[0.9949932,0.000003516214,0.0007201092,0.0000793873,0.0002141428,0.0006184432,0.001651773,0.00002734996,0.001692081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003299621,"threshold_uncertainty_score":0.544696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536198392786173,"score_gpt":0.2813473734500844,"score_spread":0.2559853895222227,"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."}}