{"id":"W7131988186","doi":"","title":"Bulgarian Mavrud Wine Under Nanofiltration and ReverseOsmosis: Evaluating the Composition After the Process","year":2025,"lang":"","type":"article","venue":"Bulgarian Portal for Open Science","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nanofiltration; Diafiltration; Wine; Reverse osmosis; Permeation; Pomace; Membrane technology; Membrane","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003615188,0.0002676829,0.0002761806,0.00005039182,0.004360951,0.002725687,0.001741813,0.00009954826,0.0006429761],"category_scores_gemma":[0.0002068691,0.00009926279,0.0001303639,0.001876804,0.001378615,0.001080868,0.0004191801,0.0001735213,0.00001272786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005659283,"about_ca_system_score_gemma":0.0002521734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003733936,"about_ca_topic_score_gemma":0.000888305,"domain_scores_codex":[0.9971095,0.000230671,0.0006146292,0.0009010132,0.0006645008,0.000479715],"domain_scores_gemma":[0.9984835,0.0003272915,0.0003415229,0.000265313,0.0004509085,0.0001315003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005159861,0.001446773,0.03442721,0.0002744549,0.0008254312,0.0000238478,0.01122199,0.002591788,0.5129323,0.2391771,0.0093729,0.1825464],"study_design_scores_gemma":[0.002578147,0.00213504,0.8025675,0.0007316616,0.001649948,0.0001036782,0.04882638,0.08091939,0.01071771,0.04234129,0.005912361,0.00151693],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.915257,0.0002378204,0.0003798454,0.07635359,0.0006321163,0.002980005,0.00005078701,0.00002021831,0.004088554],"genre_scores_gemma":[0.9897312,0.00003053153,0.0002558424,0.005352669,0.0001527027,0.0002669066,0.00004528061,0.000002173822,0.004162726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7681403,"threshold_uncertainty_score":0.9983096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04205405565509082,"score_gpt":0.3602776536166461,"score_spread":0.3182235979615553,"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."}}