{"id":"W2067511563","doi":"10.1016/j.chemosphere.2013.12.036","title":"Struvite precipitation and phosphorus removal using magnesium sacrificial anode","year":2014,"lang":"en","type":"article","venue":"Chemosphere","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":149,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; University of Manitoba","funders":"","keywords":"Struvite; Magnesium; Phosphorus; Anode; Wastewater; Chemistry; Precipitation; Nuclear chemistry; Inorganic chemistry; Materials science; Metallurgy; Environmental engineering; Environmental science; Electrode","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":[0.0001969226,0.000144913,0.0001270452,0.000005371785,0.0001529366,0.00005449887,0.0001314326,0.00006108403,0.0008716628],"category_scores_gemma":[0.00002504154,0.0001411862,0.000032542,0.0001514982,0.0001057237,0.0001913988,0.0001705567,0.00007461533,0.0001330638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009845602,"about_ca_system_score_gemma":0.000004211664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000325833,"about_ca_topic_score_gemma":0.00002996374,"domain_scores_codex":[0.9989678,0.00002436037,0.0001594531,0.0003540735,0.0002336707,0.000260608],"domain_scores_gemma":[0.9995859,0.00001773325,0.00006971486,0.0002248711,0.000006772239,0.00009504744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003394149,0.0003681465,0.1654124,0.0001281052,0.00003128489,0.00003601894,0.00168268,0.003026339,0.07954605,0.002416042,0.01784138,0.7291722],"study_design_scores_gemma":[0.002568481,0.000350358,0.1706924,0.0000544335,0.0001618598,0.00005126352,0.0007437243,0.1204892,0.08926872,0.01058268,0.603662,0.001374839],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702353,0.0001778371,0.002120916,0.0001312167,0.0001958012,0.0001789538,0.000002177662,0.00004783566,0.02690989],"genre_scores_gemma":[0.9869357,0.00002804556,0.01119638,0.0002474281,0.00007108832,0.000005380453,0.000005434854,0.00001919555,0.001491338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7277973,"threshold_uncertainty_score":0.9544096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007929966527172152,"score_gpt":0.2072644530228747,"score_spread":0.1993344864957025,"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."}}