{"id":"W2899744982","doi":"10.3390/w10111569","title":"Influences on Water Quality and Abundance of Cladophora, a Shore-Fouling Green Algae, over Urban Shoreline in Lake Ontario","year":2018,"lang":"en","type":"article","venue":"Water","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks","funders":"","keywords":"Cladophora; Environmental science; Phosphorus; Nutrient; Eutrophication; Water column; Water quality; Biomass (ecology); Shore; Algae; Ecology; Algal bloom; Hydrology (agriculture); Oceanography; Biology; Chemistry; Geology; Phytoplankton","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00009812989,0.0001586589,0.0001319688,0.0003769087,0.001254761,0.0006842724,0.000268316,0.0001616617,0.0009963381],"category_scores_gemma":[0.0004699069,0.0001993739,0.000136639,0.0008726278,0.0005570124,0.0001797846,0.0004702077,0.0001593194,0.0001262282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008568549,"about_ca_system_score_gemma":0.004180185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9353311,"about_ca_topic_score_gemma":0.9871803,"domain_scores_codex":[0.9997924,0.00001370529,0.000008647576,0.00004291048,0.0000797605,0.00006260216],"domain_scores_gemma":[0.9994606,0.00003031877,0.0001536387,0.00001385212,0.0002113952,0.0001301048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001161083,0.00002385336,0.9888343,0.00002871199,0.00002772909,0.0001723648,0.002704057,0.0001489237,0.004243009,0.00005066941,0.0004379994,0.003212256],"study_design_scores_gemma":[8.399834e-7,0.000006177047,0.9990465,0.000001892993,0.00000303395,0.000009192396,0.0005692139,0.00004954343,0.00006052949,0.000003459927,0.0002481946,0.000001449256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998952,0.00003679715,0.000023416,0.00003178429,0.000001105936,0.000004653403,0.0002329836,0.000002111091,0.0007150723],"genre_scores_gemma":[0.9985935,0.00006003322,0.00004283762,0.00001182854,0.00000133093,0.00000523907,0.000198146,0.00000163986,0.001085544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06466889,"threshold_uncertainty_score":0.1300994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354036204047654,"score_gpt":0.2698972457972668,"score_spread":0.2463568837567902,"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."}}