{"id":"W2049064637","doi":"10.1080/10934520902847844","title":"Oxygen release compound as a chemical treatment for nutrient rich estuary sediments and water","year":2009,"lang":"en","type":"article","venue":"Journal of Environmental Science and Health Part A","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Organic matter; Environmental chemistry; Sediment; Nutrient; Environmental science; Aquatic toxicology; Acute toxicity; Estuary; Toxicity; Environmental remediation; Chemistry; Contamination; Fishery; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008684461,0.0001362513,0.0002477104,0.00003866866,0.0003388887,0.00003894201,0.0001266004,0.00003654917,0.00008716544],"category_scores_gemma":[0.000007532134,0.00008816984,0.00003848966,0.00006343365,0.0002823495,0.0002703727,0.00006220613,0.00007613007,0.00002168046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006510191,"about_ca_system_score_gemma":0.0000484099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004804918,"about_ca_topic_score_gemma":0.00000773081,"domain_scores_codex":[0.9984942,0.00002107745,0.0004037259,0.0002437128,0.0004606569,0.0003766458],"domain_scores_gemma":[0.9992458,0.00002444983,0.000196795,0.000105408,0.000004644119,0.0004229073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001539577,0.007378521,0.2247218,0.000209778,0.000162475,0.0002156521,0.02196367,0.0004801909,0.468231,0.001560222,0.01701512,0.256522],"study_design_scores_gemma":[0.01800047,0.03416815,0.5366169,0.0005238848,0.0002503545,0.003651421,0.003915441,0.01325666,0.04929912,0.01400556,0.3243263,0.001985703],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965383,0.000242864,0.00003861707,0.002454689,0.00009121148,0.0003679907,0.00001065394,0.000003086473,0.0002525913],"genre_scores_gemma":[0.9971768,0.0004940872,0.0007694389,0.001360947,0.00007774407,0.000006006268,0.000003362803,0.000004868727,0.0001068055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4189319,"threshold_uncertainty_score":0.3595462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854391505620694,"score_gpt":0.2782210709955443,"score_spread":0.2596771559393373,"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."}}