{"id":"W4283656139","doi":"10.7717/peerj.13486","title":"Public awareness of seafood mislabeling","year":2022,"lang":"en","type":"article","venue":"PeerJ","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Medicine; Dentistry","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":[0.004480351,0.0001780632,0.0003039803,0.001313831,0.000953728,0.00187836,0.0003003207,0.001249918,0.005758761],"category_scores_gemma":[0.01289176,0.0001950683,0.0002953961,0.0008709548,0.001175441,0.001651616,0.001345457,0.001069711,0.0004910167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009286551,"about_ca_system_score_gemma":0.00085294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002493037,"about_ca_topic_score_gemma":0.001861786,"domain_scores_codex":[0.997031,0.001176749,0.0002040482,0.0002332263,0.001027327,0.000327566],"domain_scores_gemma":[0.9820257,0.007466177,0.005966034,0.0007575024,0.002739274,0.001045285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004830296,0.0007797774,0.7656011,0.001251615,0.000096956,0.002920078,0.05863475,0.0002557841,0.006554736,0.002648464,0.01194784,0.1488259],"study_design_scores_gemma":[0.0000402521,0.001135285,0.8081494,0.001507423,0.0002317137,0.004415309,0.1061964,0.0009089573,0.004803159,0.00410081,0.06838147,0.0001298461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746276,0.0009736274,0.0005562535,0.00814371,0.000107103,0.00003609194,0.000207549,0.00003283032,0.01531529],"genre_scores_gemma":[0.996425,0.0009660748,0.0002150576,0.00102284,0.0000934237,0.00001878424,0.00008212672,0.000004909586,0.001171659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005758761,"threshold_uncertainty_score":0.02369463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07685372061704007,"score_gpt":0.2923492945386454,"score_spread":0.2154955739216053,"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."}}