{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007375179,0.0001968331,0.0003623423,0.00006228613,0.0006846828,0.000102609,0.0004084666,0.000240382,0.000006665699],"category_scores_gemma":[0.00009305619,0.00006432085,0.00004164814,0.0006105159,0.001753814,0.0001015054,0.0001455634,0.0004100313,6.476757e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007832972,"about_ca_system_score_gemma":0.00002917306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002338128,"about_ca_topic_score_gemma":0.0002305957,"domain_scores_codex":[0.9984541,0.0003890268,0.0003446856,0.0003937,0.0001131753,0.0003053142],"domain_scores_gemma":[0.9991413,0.0003289259,0.000310922,0.00008806068,0.00007328782,0.0000575458],"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":[0.0001818399,0.0005834695,0.0511833,0.000007654682,0.0002071141,0.00003173777,0.0002529509,0.000007051468,0.9434783,0.003051043,0.00003048238,0.0009849836],"study_design_scores_gemma":[0.004974157,0.04436881,0.4704986,0.0002136312,0.0006037765,0.009232623,0.05689423,0.0000629022,0.4054995,0.003807379,0.00255362,0.001290752],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950244,0.001005686,0.00001100413,0.003397075,0.00008343491,0.0002415645,0.00002456686,0.00002370085,0.0001885641],"genre_scores_gemma":[0.9990112,0.000266834,0.00021948,0.0004458866,0.00003076133,0.000002682073,0.000006350967,9.301617e-7,0.00001589319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5379788,"threshold_uncertainty_score":0.6462001,"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."}}