{"id":"W1984693772","doi":"10.1007/s11270-013-1855-z","title":"Combined Application of Ferrihydrite-Modified Diatomite and Gypsum to Phosphorus Control in a Laboratory-Scale Artificial Aquarium","year":2014,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Anoxic waters; Gypsum; Phosphorus; Sediment; Kjeldahl method; Environmental chemistry; Environmental science; Chemistry; Environmental engineering; Nitrogen; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001629669,0.0002823316,0.0003077947,0.0001657256,0.0001681899,0.0002794536,0.0004101555,0.0003040403,0.0006816744],"category_scores_gemma":[0.000145569,0.0001212934,0.0002432261,0.0001162787,0.0002384414,0.000185201,0.0003245831,0.000290199,0.0000665694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003305149,"about_ca_system_score_gemma":0.0005648995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002992037,"about_ca_topic_score_gemma":0.005566999,"domain_scores_codex":[0.9998937,0.0000155134,0.000008358874,0.00003455322,0.00002130062,0.00002656092],"domain_scores_gemma":[0.9999231,0.00001424205,0.0000149763,0.000009817405,0.00000945585,0.0000284317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004632683,0.00005832377,0.0001485432,0.00002557383,0.00000761981,0.00001954095,0.00001317868,0.0001119239,0.9974849,0.00002890266,0.00002037382,0.00161784],"study_design_scores_gemma":[0.00007093864,0.0009868412,0.002316338,0.000002585739,0.0000266848,0.00003166916,0.00002291237,0.0009334261,0.994955,0.00002102509,0.0006263625,0.000006194052],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988071,0.0001713804,0.0005242678,0.00003254253,0.00001729523,0.00001733582,0.00003437979,0.00002131669,0.000374476],"genre_scores_gemma":[0.997042,0.0001451685,0.001347368,0.00002235394,0.00000805019,0.0000195066,0.00005139811,0.000007378637,0.00135662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002992037,"threshold_uncertainty_score":0.005949259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002889546663285245,"score_gpt":0.1876927072026522,"score_spread":0.1848031605393669,"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."}}