{"id":"W2160218363","doi":"10.1002/ieam.1698","title":"Harmful algal blooms should be treated as contaminants","year":2015,"lang":"en","type":"editorial","venue":"Integrated Environmental Assessment and Management","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Algal bloom; Aquatic ecosystem; Ecosystem; Fishery; Recreation; Livelihood; Marine ecosystem; Fish kill; Environmental science; Environmental protection; Ecology; Geography; Biology; Agriculture; Phytoplankton","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":[0.006467429,0.001366386,0.002526575,0.001697486,0.002476394,0.00513529,0.002322029,0.01016323,0.009160577],"category_scores_gemma":[0.02911148,0.0007568294,0.001375393,0.001347946,0.002746061,0.005019792,0.00235363,0.01102355,0.009698391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644615,"about_ca_system_score_gemma":0.006459375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007132864,"about_ca_topic_score_gemma":0.00930744,"domain_scores_codex":[0.9889153,0.002563724,0.001924362,0.0007630492,0.00532275,0.0005108264],"domain_scores_gemma":[0.9660589,0.005772518,0.003769592,0.002609093,0.01978039,0.002009433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004437517,0.0005230947,0.01164137,0.003274815,0.00015692,0.00207113,0.001258152,0.0003455928,0.006060596,0.00797755,0.6973379,0.268909],"study_design_scores_gemma":[0.00005623657,0.0002041764,0.007792199,0.002537231,0.0001422082,0.001633057,0.001164155,0.0002050221,0.002998507,0.008978714,0.9742066,0.00008191445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.02384085,0.1341331,0.02201027,0.5739892,0.1183635,0.001146803,0.002749158,0.003455556,0.1203117],"genre_scores_gemma":[0.1392706,0.1330243,0.06175784,0.4644049,0.04728721,0.00116377,0.002944445,0.001291065,0.1488559],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01016323,"threshold_uncertainty_score":0.03420347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191489939788366,"score_gpt":0.3130120839732965,"score_spread":0.2938630899944599,"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."}}