{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001386472,0.0005567213,0.000409968,0.004099598,0.003667662,0.002352416,0.0018059,0.0006423341,0.002185257],"category_scores_gemma":[0.002467869,0.0004839376,0.0003534593,0.007122521,0.002651066,0.0006438046,0.001443461,0.0008767183,0.0003579956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04011996,"about_ca_system_score_gemma":0.03385843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961864,"about_ca_topic_score_gemma":0.998799,"domain_scores_codex":[0.9977642,0.0001159121,0.0000843157,0.0004081001,0.000993904,0.0006335854],"domain_scores_gemma":[0.9953431,0.000253173,0.0009980295,0.0001276825,0.002729451,0.0005486431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001397872,0.00003062127,0.9716715,0.0001476797,0.00005519988,0.0007543163,0.005273163,0.0001935435,0.001312462,0.000328594,0.003362098,0.01673107],"study_design_scores_gemma":[0.000003844815,0.00001804908,0.9849089,0.0001111845,0.00003334765,0.0002129914,0.01047208,0.0002801022,0.0002856698,0.00006022136,0.003591662,0.00002188639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856352,0.002652109,0.0005469656,0.0005281777,0.00004797805,0.00008958916,0.004613564,0.00002964486,0.005856785],"genre_scores_gemma":[0.9893575,0.001446004,0.001252081,0.0005105791,0.00001205515,0.00002639828,0.002868466,0.00002481982,0.004502192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04011996,"threshold_uncertainty_score":0.291092,"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."}}