{"id":"W4387806986","doi":"10.1016/j.hal.2023.102530","title":"Domoic acid in Canadian Pacific waters, from 2016 to 2021, and relationships with physical and chemical conditions","year":2023,"lang":"en","type":"article","venue":"Harmful Algae","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Northwest Fisheries Science Center; Fisheries and Oceans Canada; University of Washington","keywords":"Domoic acid; Oceanography; Pacific ocean; Environmental science; Fishery; Biology; Geology; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002071135,0.0005266952,0.0002993936,0.001843388,0.00174388,0.001067562,0.0004965161,0.0002967015,0.001064268],"category_scores_gemma":[0.0006744761,0.0002832224,0.0003564534,0.004606873,0.0004286699,0.0003550898,0.0006900458,0.0004029626,0.000185207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01204071,"about_ca_system_score_gemma":0.01092122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9843975,"about_ca_topic_score_gemma":0.9931979,"domain_scores_codex":[0.9997366,0.000006915623,0.0000162789,0.00005851734,0.0001080129,0.00007362123],"domain_scores_gemma":[0.9990544,0.00002094093,0.0001633803,0.00001706535,0.0005883679,0.0001558868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007094072,0.00001005773,0.9919277,0.00007389341,0.0000452967,0.0001059949,0.0006281929,0.0000785404,0.001071076,0.00003314493,0.0007702283,0.005184839],"study_design_scores_gemma":[0.000001048764,0.000006553648,0.9980649,0.00001313268,0.00001036241,0.00003552213,0.000553772,0.00005808816,0.00007044061,0.000004058323,0.001178475,0.000003588008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833573,0.0009672926,0.00006385829,0.0001437134,0.00001381355,0.00002539175,0.01295413,0.00001025713,0.002464173],"genre_scores_gemma":[0.9874637,0.001405619,0.0003125405,0.0001077528,0.00001043679,0.0000238948,0.008665726,0.0000053261,0.00200505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01560253,"threshold_uncertainty_score":0.08736193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270259804910799,"score_gpt":0.2410240647755116,"score_spread":0.2283214667264036,"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."}}