{"id":"W4389323449","doi":"10.20944/preprints202312.0074.v1","title":"Formulation, Biochemical Characterization and Shelf-Life Study of YoAlp® Whey Based Beverage Containing Fruits Juices Produced in Aosta Valley","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; European Commission","keywords":"Food science; Shelf life; Starter; Probiotic; Polyphenol; Health benefits; Antioxidant; Blowing a raspberry; Chemistry; Fermentation; Functional food; Whey protein; Biotechnology; Biology; Bacteria; Traditional medicine; Biochemistry; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001851519,0.0003046429,0.0002781434,0.000255741,0.000192327,0.0003033237,0.0001438614,0.0001779069,0.0006213209],"category_scores_gemma":[0.0001940075,0.00009147576,0.0003169224,0.0002527661,0.0001080115,0.0002168631,0.0002143806,0.0003658693,0.0001557336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765424,"about_ca_system_score_gemma":0.0002431607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001190721,"about_ca_topic_score_gemma":0.002430361,"domain_scores_codex":[0.9999005,0.00001292962,0.000006110831,0.00002391472,0.0000386167,0.00001799873],"domain_scores_gemma":[0.9999045,0.00001107949,0.00002891122,0.000004391107,0.00003147995,0.00001959674],"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":[0.0002130151,0.00007335737,0.00116455,0.0001430287,0.00001492519,0.0000916259,0.00005838361,0.00007942207,0.995801,0.00001671691,0.00002720038,0.002316776],"study_design_scores_gemma":[0.00002005956,0.001909317,0.04530303,0.0000740489,0.0001176552,0.0002440117,0.0003242661,0.0009749449,0.9468715,0.00002517597,0.004116257,0.00001985733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971594,0.001425525,0.0007043287,0.00002633213,0.00001053187,0.00002846569,0.0002471537,0.000009083554,0.0003891513],"genre_scores_gemma":[0.9933466,0.00109926,0.00312754,0.00002857211,0.00000776433,0.00004837621,0.0007178765,0.00002085466,0.001603137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001190721,"threshold_uncertainty_score":0.002367556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09109842743886912,"score_gpt":0.3318753135539667,"score_spread":0.2407768861150976,"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."}}