{"id":"W4380682998","doi":"10.3390/toxins15060395","title":"Dissolved Algal Toxins along the Southern Coast of British Columbia Canada","year":2023,"lang":"en","type":"article","venue":"Toxins","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"A&L Canada Laboratories (Canada); Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Marine toxin; Algal bloom; Aquaculture; Domoic acid; Okadaic acid; Toxin; Biology; Fishery; Marine ecosystem; Fish kill; Ecosystem; Aquatic ecosystem; Fish <Actinopterygii>; Ecology; Microbiology; Phytoplankton","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":[0.0001840999,0.0004327323,0.0002631455,0.002266984,0.003487485,0.001399488,0.0005855137,0.0003052488,0.00212859],"category_scores_gemma":[0.0006907113,0.0003092598,0.0001380416,0.004985755,0.0007519044,0.0002378656,0.0007737299,0.0005691401,0.0002903925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01858319,"about_ca_system_score_gemma":0.02092534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953806,"about_ca_topic_score_gemma":0.9985352,"domain_scores_codex":[0.9995628,0.00001822997,0.00002006406,0.00007728059,0.0002349986,0.00008663836],"domain_scores_gemma":[0.998437,0.00004283246,0.0001728599,0.00001796421,0.001134782,0.0001945686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001161208,0.00005593171,0.9415882,0.0002204989,0.00006201985,0.0008855264,0.002976539,0.0005492878,0.008417635,0.000243464,0.004686371,0.04019838],"study_design_scores_gemma":[0.000003055203,0.00001574948,0.9895013,0.00005532044,0.00001437251,0.00007980119,0.003138905,0.0002430682,0.0003967161,0.00002405735,0.006515519,0.00001221621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803802,0.001386419,0.0002606743,0.0005018205,0.00002555475,0.00007575038,0.003851312,0.00004099292,0.01347713],"genre_scores_gemma":[0.9850911,0.001192108,0.0008367557,0.0001821452,0.000004684248,0.00003957395,0.00137904,0.00001355799,0.01126102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01858319,"threshold_uncertainty_score":0.1348311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070972988247058,"score_gpt":0.2208076219882758,"score_spread":0.2100978921058053,"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."}}