{"id":"W3174188965","doi":"10.3390/toxins13070445","title":"Toxins and Other Bioactive Metabolites in Deep Chlorophyll Layers Containing the Cyanobacteria Planktothrix cf. isothrix in Two Georgian Bay Embayments, Lake Huron","year":2021,"lang":"en","type":"article","venue":"Toxins","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Bay; Picoplankton; Cyanobacteria; Trichodesmium; Photic zone; Water column; Chlorophyll a; Oceanography; Algal bloom; Environmental chemistry; Nutrient; Lyngbya; Bloom; Phytoplankton; Biology; Environmental science; Ecology; Botany; Chemistry; Geology; Bacteria; Diazotroph; Nitrogen fixation","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":[0.0004130371,0.0002437002,0.0003420152,0.00005526608,0.0001113397,0.00008383956,0.0002186674,0.00008018834,0.00218926],"category_scores_gemma":[0.00004165008,0.0001934755,0.00005148133,0.0003214894,0.0001456628,0.0002055465,0.0001942401,0.0002454656,0.0001155971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147155,"about_ca_system_score_gemma":0.00002998552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002156388,"about_ca_topic_score_gemma":0.2412472,"domain_scores_codex":[0.9982908,0.0001993549,0.000379915,0.0004526782,0.0002263984,0.0004508814],"domain_scores_gemma":[0.9992586,0.0001552323,0.0001300396,0.0003479203,0.000006604475,0.0001015923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009234496,0.0001999027,0.9601527,0.0000176492,0.00005952025,0.0001033703,0.008118072,0.001152826,0.02399596,0.002898381,0.00003523752,0.003173982],"study_design_scores_gemma":[0.003560185,0.0001995822,0.9232429,0.0001534059,0.00005011485,0.00006685103,0.007325178,0.01352296,0.006556196,0.001065591,0.04334311,0.0009139002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856297,0.0002490323,0.000123392,0.0002242155,0.0001729425,0.0003097136,0.0001394056,0.00002156519,0.01312998],"genre_scores_gemma":[0.9985009,0.00006128509,0.0002908932,0.0006333067,0.00005259518,0.00003393491,0.00002642141,0.00002963865,0.0003709855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2390908,"threshold_uncertainty_score":0.9987229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009503170279611468,"score_gpt":0.2417700662367289,"score_spread":0.2322668959571174,"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."}}