{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001576231,0.00007939764,0.00008850299,0.00006694217,0.0001055815,0.00002928523,0.00004355607,0.00003562112,0.0007451217],"category_scores_gemma":[0.00003463971,0.00006545377,0.00001022109,0.000289726,0.00008510247,0.00008364607,0.00006600577,0.0001233668,0.0004479717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006577308,"about_ca_system_score_gemma":0.00001277952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05813347,"about_ca_topic_score_gemma":0.05034962,"domain_scores_codex":[0.999334,0.00005564779,0.00007635838,0.0002481631,0.00007627245,0.0002095306],"domain_scores_gemma":[0.9995071,0.00006979537,0.00001224025,0.0001131379,0.000002887898,0.0002948984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005964596,0.00004823832,0.8533949,0.000006806825,0.00001828946,0.0000768932,0.002870195,0.0001415394,0.1134756,0.0002581822,0.01032075,0.01932892],"study_design_scores_gemma":[0.000423321,0.00003812748,0.9733399,0.0000137581,0.00001059432,0.00001240463,0.000315655,0.001658318,0.006992973,0.002099306,0.01488205,0.0002135713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927886,0.000003579993,0.00008094519,0.0009594812,0.00002629049,0.0001143141,0.00003888491,0.00002127897,0.005966602],"genre_scores_gemma":[0.9977582,0.000007519087,0.001395799,0.00006223978,0.00003296249,0.00002975584,0.00002891155,0.000008124461,0.0006764833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.119945,"threshold_uncertainty_score":0.966979,"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."}}