{"id":"W3121807369","doi":"10.1016/j.dib.2021.106800","title":"Bloom announcement: Late season cyanobacterial blooms co-dominated by Microcystis flos-aquae, Lyngbya birgei, and Aphanizomenon flos-aquae complex in Hamilton Harbour (Lake Ontario), an area of concern impacted by industrial effluent and residential wastewater.","year":2021,"lang":"en","type":"article","venue":"Data in Brief","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Harbour; Eutrophication; Tributary; Effluent; Environmental science; Hydrology (agriculture); Water quality; Wastewater; Bay; Algal bloom; Geography; Oceanography; Ecology; Environmental engineering; Phytoplankton; Geology; Biology; Nutrient","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":[0.00008804445,0.0002680899,0.0001743592,0.0006477766,0.001636065,0.0006777304,0.0002871375,0.0002691223,0.002568218],"category_scores_gemma":[0.0001506399,0.0001395061,0.0001694799,0.0007901592,0.0006503375,0.0002522565,0.0007348449,0.0003350267,0.0006527556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003206518,"about_ca_system_score_gemma":0.003836184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5159954,"about_ca_topic_score_gemma":0.8055779,"domain_scores_codex":[0.9998264,0.000003444353,0.000005099981,0.00003668556,0.00009511682,0.00003325738],"domain_scores_gemma":[0.9997817,0.000005343211,0.00005220289,0.000007061115,0.00007450435,0.00007930001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004621831,0.0001065467,0.8154023,0.0003158367,0.00004888148,0.004291972,0.002542468,0.0001992491,0.09857552,0.0004048956,0.04465156,0.0329986],"study_design_scores_gemma":[0.000009077351,0.00006552962,0.9842446,0.00001822205,0.00001278162,0.0004789296,0.001298295,0.0002175931,0.002218018,0.00004289978,0.01138323,0.00001081562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9694389,0.000869381,0.0007328857,0.0007762317,0.00014203,0.0002676175,0.01526016,0.0003561295,0.01215664],"genre_scores_gemma":[0.9754372,0.0005110362,0.001211545,0.0003401994,0.0000406263,0.0000576368,0.01037792,0.00002654312,0.01199728],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.4840046,"threshold_uncertainty_score":0.9737101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03062865777137026,"score_gpt":0.2499535969197444,"score_spread":0.2193249391483741,"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."}}