{"id":"W2326059235","doi":"10.4315/0362-028x.jfp-11-324","title":"Monitoring of Shrimp and Farmed Fish Sold in Canada for Cyanobacterial Toxins","year":2011,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"National Research Council Canada","keywords":"Shrimp; Shellfish; Saxitoxin; Cylindrospermopsin; Shellfish poisoning; Marine toxin; Fishery; Penaeidae; Biology; Prawn; Fish <Actinopterygii>; Cyanobacteria; Decapoda; Toxin; Microbiology; Aquatic animal; Crustacean; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003564544,0.00005241066,0.0001183003,0.00004477411,0.00003077024,0.000005484503,0.00005007949,0.00003059593,0.0000923366],"category_scores_gemma":[0.00006364858,0.00004583352,0.00002940751,0.00008549047,0.00001514968,0.0001316545,0.00002373098,0.00009810042,9.878907e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903769,"about_ca_system_score_gemma":0.00004999524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1700703,"about_ca_topic_score_gemma":0.2535705,"domain_scores_codex":[0.9994125,0.00004286742,0.0002659527,0.00006710213,0.000122202,0.0000894207],"domain_scores_gemma":[0.9996448,0.00001650638,0.0002305674,0.00004744544,0.0000146782,0.00004598169],"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":[0.001282767,0.0001102232,0.1128912,0.0000732107,0.00003886093,0.000004844404,0.0008311643,0.0001952036,0.5268666,0.000006738309,0.00004524542,0.357654],"study_design_scores_gemma":[0.0007326006,0.001164841,0.3996101,0.00002566165,0.000009912442,0.00004262692,0.0002096736,0.000123517,0.5969266,0.0004234119,0.0006573124,0.00007366983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954459,0.00000536299,0.003596101,0.00002470928,0.0005002383,0.0001694797,0.000001938105,0.000001848573,0.0002544108],"genre_scores_gemma":[0.9940766,0.00001109396,0.005787803,0.000007737048,0.00009293263,0.000004218365,3.209215e-8,0.000004434164,0.00001514057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3575803,"threshold_uncertainty_score":0.8354563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04192230368793647,"score_gpt":0.2363005474774528,"score_spread":0.1943782437895163,"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."}}