{"id":"W3157548025","doi":"10.15414/jmbfs.4054","title":"CONSUMER PREFERENCE STUDY ON COMBINED ULTRASOUND AND SODIUM HYPOCHLORITE TREATED FRESHCUT KIWIFRUITS COATED WITH CHITOSAN USING THE FUZZY LOGIC APPROACH","year":2021,"lang":"en","type":"article","venue":"Journal of Microbiology Biotechnology and Food Sciences","topic":"Postharvest Quality and Shelf Life Management","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Sodium hypochlorite; Fuzzy logic; Preference; Ranking (information retrieval); Chitosan; Mathematics; Taste; Sensory analysis; Popularity; Food science; Statistics; Computer science; Artificial intelligence; Chemistry; Psychology","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":[0.000325622,0.0001776941,0.0001976605,0.0002560977,0.0001725665,0.0002701343,0.0001218148,0.0002375553,0.001530738],"category_scores_gemma":[0.0004369839,0.0001139482,0.0004049211,0.0001693245,0.0001482928,0.0002069709,0.0001293782,0.0002255772,0.0001228301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002671222,"about_ca_system_score_gemma":0.0001303365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003291826,"about_ca_topic_score_gemma":0.005771402,"domain_scores_codex":[0.9998765,0.00002695677,0.00000621251,0.00002276059,0.00005273678,0.00001482889],"domain_scores_gemma":[0.9998168,0.00004915245,0.00002511759,0.000006931577,0.00008559121,0.00001638522],"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":[0.002784745,0.0006342269,0.0234547,0.0003726931,0.00009133203,0.0004127434,0.0009525397,0.0008321429,0.9482405,0.0001890158,0.0001842626,0.02185107],"study_design_scores_gemma":[0.0001203833,0.02311342,0.4548754,0.00008156488,0.0005462251,0.001571419,0.005480754,0.02626008,0.4840499,0.0003934164,0.003321762,0.0001857303],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986279,0.00008825634,0.000933278,0.00002272404,0.000004307796,0.00001487428,0.00002474503,0.000002745313,0.0002812012],"genre_scores_gemma":[0.9960946,0.0001407512,0.002617109,0.00003009662,0.000003021497,0.00001640832,0.00004968477,0.000002142828,0.001046298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003291826,"threshold_uncertainty_score":0.006545305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07406264133553506,"score_gpt":0.2481118166518419,"score_spread":0.1740491753163068,"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."}}