{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000879789,0.0004203299,0.0002154347,0.000237373,0.0001146557,0.0003203356,0.0001500994,0.0002544381,0.0007360633],"category_scores_gemma":[0.00009341893,0.00008894843,0.0002760381,0.0002149111,0.0001350344,0.0003378812,0.000318724,0.0004426801,0.0002877015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001267495,"about_ca_system_score_gemma":0.0001404477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002404252,"about_ca_topic_score_gemma":0.0006419965,"domain_scores_codex":[0.9999157,0.00001443799,0.000005480143,0.00001652154,0.00002770185,0.00002019295],"domain_scores_gemma":[0.9999408,0.000007678544,0.00001922002,0.000007790318,0.00001100501,0.00001357261],"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":[0.0000459588,0.00001574176,0.0001296658,0.00004901381,0.000005697004,0.00008109336,0.000009875424,0.00006874039,0.9975892,0.00005946319,0.00001048137,0.001935063],"study_design_scores_gemma":[0.000002031373,0.0001303532,0.0006237233,0.00000399087,0.000009039747,0.00007456839,0.00001647296,0.0002018043,0.9978279,0.00001767097,0.00108993,0.000002448272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878293,0.001856899,0.00823326,0.00008273812,0.00002955046,0.0000306386,0.0001582974,0.00006812807,0.001711108],"genre_scores_gemma":[0.9895657,0.001068348,0.007191564,0.00003458084,0.000007113058,0.00001080141,0.0001866371,0.00001904408,0.001916239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007360633,"threshold_uncertainty_score":0.002462387,"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."}}