{"id":"W3022974608","doi":"10.3303/cet2079030","title":"Enzymatic pre-treatment of fruit pomace for fibre hydrolysis and antioxidants release","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Botanical Research and Applications","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"Fondazione Cariplo","keywords":"Pomace; Winemaking; Food science; Chemistry; Valorisation; Pectinase; Wine; Enzymatic hydrolysis; Raw material; Maceration (sewage); Pulp and paper industry; Hydrolysis; Waste management; Enzyme; Organic chemistry","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":[0.0002191568,0.0005490101,0.0002968521,0.0002277899,0.0001972687,0.0002299735,0.0001592973,0.0002627657,0.00181591],"category_scores_gemma":[0.0002098157,0.0001613697,0.0003706672,0.0002185702,0.0001532251,0.0002274373,0.0001557005,0.0006654721,0.0003153578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122788,"about_ca_system_score_gemma":0.0002037585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006624329,"about_ca_topic_score_gemma":0.001586123,"domain_scores_codex":[0.99986,0.00001236361,0.00001050715,0.00004777693,0.00003655897,0.00003271073],"domain_scores_gemma":[0.9999031,0.00003164962,0.00001827301,0.00001043058,0.00002126893,0.00001539593],"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":[0.0000462799,0.00001941818,0.0001043288,0.00005486233,0.000006270105,0.00004772271,0.00002017626,0.00003551236,0.9987503,0.00001302295,0.00001106164,0.0008908353],"study_design_scores_gemma":[0.000004606977,0.0001809518,0.003807501,0.000009226163,0.0000128503,0.00007418088,0.0000260451,0.0001626145,0.9947633,0.00001396723,0.0009398237,0.00000498439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881725,0.002647582,0.00646561,0.0000495058,0.00005229378,0.0001196727,0.0004188125,0.00004223953,0.002031754],"genre_scores_gemma":[0.9843291,0.002038963,0.00888275,0.00005727485,0.00001284497,0.00009756783,0.0009672359,0.00003608406,0.003578352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00181591,"threshold_uncertainty_score":0.006074846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04189210752054576,"score_gpt":0.2647474029611911,"score_spread":0.2228552954406454,"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."}}