{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004181821,0.00008239406,0.0001537169,0.00001050283,0.0002046942,0.00005763618,0.0002952798,0.00004343228,0.006937074],"category_scores_gemma":[0.00008025829,0.00009428935,0.00006572901,0.000472608,0.0001459806,0.00005074461,0.000277014,0.0001314679,0.0001390142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000905175,"about_ca_system_score_gemma":0.00005913105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9891876,"about_ca_topic_score_gemma":0.9994574,"domain_scores_codex":[0.9987235,0.0000961129,0.0002442222,0.0002363019,0.0003977224,0.0003021265],"domain_scores_gemma":[0.9993571,0.0001113231,0.00008628561,0.0003285205,0.00000905173,0.0001077144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001571216,0.00008765516,0.6152656,0.00002291191,0.00004241945,0.00008750318,0.0007864951,0.0008782056,0.01057917,0.000009739576,0.2599652,0.1122594],"study_design_scores_gemma":[0.0002987346,0.00005301695,0.9202106,0.00001239629,0.00001585831,0.00002595153,0.001507857,0.00122132,0.0005331445,0.0001652689,0.07573644,0.0002194187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897428,0.000007379921,0.0001469298,0.0001621777,0.0002412054,0.0001553834,0.0001936533,0.00007097523,0.009279502],"genre_scores_gemma":[0.9683878,0.000009132376,0.0003095458,0.000204379,0.00005461858,0.00001721972,0.000009396708,0.00001907057,0.03098881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.304945,"threshold_uncertainty_score":0.9939707,"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."}}