{"id":"W4360952132","doi":"10.1111/jpy.13331","title":"A survey of<i>Dinophysis</i>spp. and their potential to cause diarrhetic shellfish poisoning in coastal waters of the United States","year":2023,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Institute for Marine Biosciences","funders":"Center for Sponsored Coastal Ocean Research","keywords":"Dinophysis; Diarrhetic shellfish poisoning; Okadaic acid; Biology; Shellfish; Shellfish poisoning; Paralytic shellfish poisoning; Zoology; Fishery; Aquatic animal; Genetics; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002238405,0.0002499619,0.0001293795,0.000789962,0.0005053749,0.0003862047,0.0001738026,0.0002513111,0.0005007056],"category_scores_gemma":[0.0004557743,0.0001185415,0.0001247972,0.0007413682,0.0002722216,0.0002390396,0.0003841293,0.0001745745,0.00008067077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000439638,"about_ca_system_score_gemma":0.0003736953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03860685,"about_ca_topic_score_gemma":0.06638687,"domain_scores_codex":[0.9998308,0.00001975801,0.00002541107,0.00004249787,0.00004955869,0.0000319605],"domain_scores_gemma":[0.999521,0.00004125784,0.0002149287,0.00001699436,0.0001203641,0.00008548898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002888003,0.00001641276,0.9861099,0.00002043862,0.00001563753,0.0001575087,0.0003436721,0.00002566887,0.01025468,0.00001443712,0.00004738667,0.002965359],"study_design_scores_gemma":[9.632624e-7,0.00005966221,0.9978088,0.000008246457,0.000007114655,0.0001929827,0.000819844,0.00003480222,0.0005878888,0.000004172411,0.0004741469,0.000001525526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993261,0.00009273579,0.00003896063,0.00001815354,0.00000153447,0.000006090785,0.0001467595,0.000001510107,0.0003681174],"genre_scores_gemma":[0.9987819,0.0002264435,0.0002933,0.00006589605,0.000002576168,0.000006909414,0.0004177125,7.301426e-7,0.0002045222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03860685,"threshold_uncertainty_score":0.07676429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702818437346103,"score_gpt":0.2625680225172757,"score_spread":0.2455398381438147,"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."}}