{"id":"W4411738872","doi":"10.18280/ijdne.200514","title":"Effect of Ozonation on Microbiological Quality, Nutritional Value, and Shelf Life of Fresh Cow’s Milk","year":2025,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Nutrition, Health and Food Behavior","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Badan Riset dan Inovasi Nasional","keywords":"Shelf life; Food science; Value (mathematics); Environmental science; Business; Agricultural science; Biology; Biotechnology; Mathematics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001037443,0.0001390618,0.0003676235,0.0003953331,0.00005302365,0.00002568708,0.0001967195,0.0003111329,0.00001337094],"category_scores_gemma":[0.0005156357,0.0001143219,0.00012172,0.000136867,0.0001097387,0.0001233099,0.0000313635,0.0004895631,3.431208e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008554482,"about_ca_system_score_gemma":0.00006588623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001107961,"about_ca_topic_score_gemma":0.000008376112,"domain_scores_codex":[0.9983721,0.0002971835,0.0007133997,0.0001521795,0.0003414694,0.0001237133],"domain_scores_gemma":[0.9976903,0.001112407,0.000491567,0.00006871503,0.000553722,0.00008330581],"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":[0.09998488,0.006507691,0.2824845,0.004006314,0.002099507,0.0001516005,0.000787558,0.001586899,0.4353152,0.07025637,0.02540913,0.07141034],"study_design_scores_gemma":[0.03656659,0.02331071,0.6919485,0.006448603,0.001107534,0.001048453,0.0003589756,0.006509414,0.1669088,0.06097525,0.003700454,0.001116683],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907106,0.002710231,0.001396535,0.003380312,0.001325459,0.0002192614,0.0001644254,0.000006770855,0.00008645447],"genre_scores_gemma":[0.9965632,0.0005164731,0.001956807,0.0007156792,0.0001809106,0.000002807684,0.00004551122,0.000007282711,0.00001131528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.409464,"threshold_uncertainty_score":0.4661911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553862711178619,"score_gpt":0.337591006440973,"score_spread":0.3220523793291868,"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."}}