{"id":"W4402752365","doi":"10.7717/peerj.18113","title":"Mislabeled and ambiguous market names in invertebrate and finfish seafood conceal species of conservation concern in Calgary, Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"PeerJ","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; University of Calgary; Ambrose University","funders":"","keywords":"Invertebrate; Fishery; Geography; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001350128,0.00007628693,0.0001121208,0.00004522517,0.00001908095,0.00003159048,0.00005266881,0.00006242744,0.00005608303],"category_scores_gemma":[0.0001025832,0.00008034676,0.00001196083,0.00009873317,0.0001040002,0.00000587047,0.00002762011,0.00005605848,8.46712e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000176525,"about_ca_system_score_gemma":0.0002108239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2003509,"about_ca_topic_score_gemma":0.7039984,"domain_scores_codex":[0.9993394,0.00004699094,0.0002190015,0.0002191591,0.00007887979,0.00009657556],"domain_scores_gemma":[0.9997284,0.00003194319,0.00004158957,0.0001147116,0.00005212006,0.00003125806],"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":[0.0002074894,0.00009828113,0.3604405,0.0007598531,0.0001374117,0.00002277242,0.001616934,0.00001342088,0.4952425,0.006920498,0.1261076,0.008432678],"study_design_scores_gemma":[0.001378585,0.0001085941,0.6802015,0.0001155212,0.00002285527,0.00002181332,0.0006402157,0.01124383,0.1628996,0.0001509411,0.1428603,0.0003562905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947531,0.001030728,0.000017082,0.001883468,0.00012848,0.0001307962,0.00003209202,0.000003654819,0.002020566],"genre_scores_gemma":[0.9916285,0.0002221252,0.00003043986,0.0002758646,0.00001631222,0.00001358359,0.00010165,0.000007376109,0.007704121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5036476,"threshold_uncertainty_score":0.804974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139958144572509,"score_gpt":0.232876195606734,"score_spread":0.2188803811494831,"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."}}