{"id":"W6977097892","doi":"10.60692/s7ea6-ssc83","title":"Novel practice to produce safe and healthy dry fish using irradiated chitosan coating","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Chitosan; Coating; Fish <Actinopterygii>; Contamination; Fungicide; Irradiation","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":[0.0006304152,0.0002036712,0.0002842571,0.0001938804,0.0003762583,0.0005955387,0.0001449136,0.0000818599,0.00001383],"category_scores_gemma":[0.0002098681,0.0002006759,0.00003392419,0.0004904742,0.00002177571,0.001746198,0.0001700915,0.000113529,0.0001989469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168523,"about_ca_system_score_gemma":0.0001435434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006293586,"about_ca_topic_score_gemma":0.000001124413,"domain_scores_codex":[0.9980406,0.0001279807,0.0007436642,0.0003053969,0.0003892547,0.0003931575],"domain_scores_gemma":[0.9986212,0.00002917714,0.0004670983,0.0004097973,0.0002670318,0.0002056582],"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":[0.0005186783,0.00002767423,0.0450482,0.002543423,0.00008247857,0.00003763335,0.2765961,0.00341883,0.6705182,0.0002892788,0.000161265,0.0007582448],"study_design_scores_gemma":[0.003685608,0.0002536476,0.04462102,0.001494852,0.0001536509,0.002094684,0.05993253,0.01314543,0.8707512,5.501595e-7,0.002591662,0.001275148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844511,0.000006133703,0.01163599,0.000494534,0.0007819501,0.0005444063,0.0001566113,0.0002136326,0.001715703],"genre_scores_gemma":[0.9686373,7.297101e-8,0.0296164,0.001535852,0.000124982,0.00002473479,0.00002597474,0.00001780163,0.00001683336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2166636,"threshold_uncertainty_score":0.8183324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04000934854314722,"score_gpt":0.2568386931067868,"score_spread":0.2168293445636396,"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."}}