{"id":"W2599100260","doi":"10.1016/j.envres.2017.03.012","title":"Spatiotemporal patterns of paralytic shellfish toxins and their relationships with environmental variables in British Columbia, Canada from 2002 to 2012","year":2017,"lang":"en","type":"article","venue":"Environmental Research","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Centre for Disease Control; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shellfish; Shellfish poisoning; Paralytic shellfish poisoning; Saxitoxin; Environmental science; Algal bloom; Fishery; Dinoflagellate; Ecology; Biology; Aquatic animal; Phytoplankton; Toxin","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":[0.0002635301,0.0003571076,0.0002907296,0.001780283,0.001230867,0.001016451,0.0008807073,0.000514644,0.001526151],"category_scores_gemma":[0.001004813,0.0003052098,0.0003759728,0.004177173,0.0004735247,0.000352876,0.0006112197,0.0006891526,0.0002534326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01551026,"about_ca_system_score_gemma":0.01540936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963469,"about_ca_topic_score_gemma":0.998593,"domain_scores_codex":[0.9996295,0.00001640404,0.00003197238,0.00007789109,0.00009987411,0.0001444501],"domain_scores_gemma":[0.9980035,0.00007204257,0.0003343394,0.00004258257,0.001244086,0.0003034439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001614174,0.0000246317,0.9875175,0.0000640498,0.00009879186,0.0001186945,0.0007313827,0.0002930173,0.0006533939,0.00008656429,0.002848489,0.007401992],"study_design_scores_gemma":[0.000001568356,0.000005171329,0.9979381,0.00001985112,0.00001678927,0.00002649101,0.0005841682,0.0001049344,0.00006951472,0.000005504095,0.001222184,0.00000563975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970676,0.001919357,0.000205737,0.0004637451,0.00002898985,0.00002909898,0.02304745,0.00004617427,0.003583363],"genre_scores_gemma":[0.9856499,0.00138706,0.0002890007,0.0001624254,0.00000854407,0.00002536009,0.007521837,0.00001130615,0.004944582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01551026,"threshold_uncertainty_score":0.1125354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03297079969382828,"score_gpt":0.2654601714657552,"score_spread":0.2324893717719269,"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."}}