{"id":"W4320729149","doi":"10.3390/fermentation9020170","title":"High-Gravity Fermentation for Bioethanol Production from Industrial Spent Black Cherry Brine Supplemented with Whey","year":2023,"lang":"en","type":"article","venue":"Fermentation","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biofuel; Fermentation; Food science; Chemistry; Ethanol fuel; Pulp and paper industry; Sugar; Brine; Yeast; Urea; Biotechnology; Biology; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003747486,0.0007426883,0.0005099975,0.0002600666,0.0002295288,0.0004972985,0.0003854791,0.0003662305,0.0004363157],"category_scores_gemma":[0.0002543697,0.0001719054,0.0004923586,0.0004336557,0.0001722789,0.0004133813,0.0005272072,0.0005595743,0.0002078958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002949445,"about_ca_system_score_gemma":0.0004321466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002269088,"about_ca_topic_score_gemma":0.004150907,"domain_scores_codex":[0.9997208,0.00006233062,0.00002474345,0.00004102305,0.0000992783,0.00005177344],"domain_scores_gemma":[0.9999233,0.0000164921,0.00001797296,0.000008110898,0.00001870515,0.00001533079],"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":[0.00003423035,0.00003444119,0.0001150948,0.00003311005,0.000004439601,0.0000287317,0.00001307122,0.0000751269,0.9987785,0.00002024483,0.000008795743,0.0008543554],"study_design_scores_gemma":[0.000006177154,0.0001480715,0.001748707,0.000009048925,0.00002383194,0.0000664025,0.00003306943,0.0008958505,0.9965707,0.00001433354,0.0004776805,0.000006027366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926444,0.001000078,0.005468066,0.00009225148,0.00001814033,0.0000378508,0.000116555,0.00005319655,0.0005695397],"genre_scores_gemma":[0.9894805,0.0007568756,0.00866399,0.00002254155,0.000005309559,0.0000267903,0.0002990557,0.00001909125,0.0007258061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002269088,"threshold_uncertainty_score":0.004511774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03934819789317109,"score_gpt":0.2600190093933696,"score_spread":0.2206708115001985,"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."}}