{"id":"W2342419965","doi":"10.5539/ep.v5n1p110","title":"Seasonal Nearshore Occurrence of the Neurotoxin β N methylamino L alanine (BMAA) in Lake Winnipeg, Canada","year":2016,"lang":"en","type":"article","venue":"Environment and Pollution","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chlorophyll a; Nitrate; Cyanobacteria; Phosphorus; Nutrient; Chlorophyll; Bloom; Phytoplankton; Environmental chemistry; Eutrophication; Environmental science; Ecology; Biology; Chemistry; Botany; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001512573,0.00009246811,0.0001003135,0.000008855041,0.00004901782,0.000003505765,0.0001138081,0.00003480886,0.0007470341],"category_scores_gemma":[0.00001351389,0.00005496454,0.00002118762,0.00006304248,0.0001242654,0.00006261327,0.0001003102,0.00005869235,0.00001481577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160224,"about_ca_system_score_gemma":0.00002122832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01330026,"about_ca_topic_score_gemma":0.3190763,"domain_scores_codex":[0.9991955,0.000070495,0.0001674424,0.0001673526,0.0002447923,0.0001544387],"domain_scores_gemma":[0.9996724,0.00003123526,0.00008606073,0.0001631974,6.772292e-7,0.00004645044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001081941,0.00002483883,0.9746441,0.000007320124,0.00000371543,0.000002064234,0.00008004934,0.0004743593,0.009850143,0.000204052,0.001011291,0.01368729],"study_design_scores_gemma":[0.0002488322,0.00002585625,0.952559,0.00002561223,0.000005233122,0.000003835653,0.00001330079,0.001063726,0.0007596071,0.00008339909,0.04512044,0.00009116546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978265,0.00005115878,0.0001452599,0.0008951132,0.0001002452,0.0001796724,0.0002131752,0.000002769792,0.0005860764],"genre_scores_gemma":[0.999104,0.00004387903,0.00003618945,0.00008854964,0.00001498715,0.000007764918,0.000004649773,0.000003641215,0.0006963159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.305776,"threshold_uncertainty_score":0.9932703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005420714439532386,"score_gpt":0.1745983373159913,"score_spread":0.1691776228764589,"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."}}