{"id":"W7133045227","doi":"","title":"A survey of health units&apos; experiences managing the risks of cyanobacteria blooms","year":2019,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cyanobacteria; Algal bloom; Human health; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002756213,0.0001451134,0.000214259,0.0006227027,0.002148786,0.001646854,0.0004902745,0.0008935491,0.005110174],"category_scores_gemma":[0.009788737,0.0003533798,0.0001797997,0.0009107864,0.0008972056,0.001104884,0.002674963,0.0009582813,0.0004902016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003155222,"about_ca_system_score_gemma":0.004705446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02855138,"about_ca_topic_score_gemma":0.05317789,"domain_scores_codex":[0.9972166,0.001225626,0.0001632641,0.0001734298,0.0004672636,0.0007537675],"domain_scores_gemma":[0.9920244,0.002427502,0.001872455,0.0001353347,0.0008525802,0.002687714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003411125,0.0003809829,0.5303778,0.0003902052,0.0000527587,0.002110558,0.3687845,0.0003158282,0.00215303,0.0009815923,0.01023603,0.0838755],"study_design_scores_gemma":[0.00001155085,0.0005792528,0.360672,0.0002399106,0.00001699041,0.0005917792,0.6054506,0.0002624843,0.000311334,0.00014495,0.03167863,0.00004056043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991019,0.0004073763,0.0001059007,0.00364117,0.00001736424,0.00003181339,0.0001807547,0.000006504403,0.004590175],"genre_scores_gemma":[0.9942531,0.0007995692,0.0002115297,0.001128223,0.00001530565,0.00002198774,0.00007897522,0.000006201695,0.003485107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02855138,"threshold_uncertainty_score":0.05677038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08657448357074614,"score_gpt":0.3771947552635886,"score_spread":0.2906202716928424,"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."}}