{"id":"W2070275389","doi":"10.1139/s06-020","title":"Exploring the role of hydrogen peroxide in the microwave advanced oxidation process: solubilization of ammonia and phosphates","year":2006,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrogen peroxide; Chemistry; Ammonia; Inorganic chemistry; Struvite; Hydrolysis; Phosphate; Phosphorus; Peroxide; Nitrogen; Nuclear chemistry; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000243791,0.0003380379,0.0003584631,0.00009800983,0.00009002069,0.0002399397,0.0001879099,0.0002876576,0.0006926803],"category_scores_gemma":[0.0001844336,0.0001304292,0.0002384664,0.0001043388,0.0001830783,0.0003162713,0.0001476386,0.0003119846,0.0001266261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001313147,"about_ca_system_score_gemma":0.0001258724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003210617,"about_ca_topic_score_gemma":0.0005637747,"domain_scores_codex":[0.9999236,0.00001773331,0.000005328438,0.00001552348,0.0000228762,0.00001488416],"domain_scores_gemma":[0.9999151,0.00002914429,0.00002494869,0.000005025824,0.00001676644,0.000008937994],"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":[0.00007713992,0.00002334493,0.0001226149,0.00008102387,0.000005700972,0.00002947777,0.000007524839,0.00008926015,0.9981918,0.00001572482,0.000003918082,0.001352427],"study_design_scores_gemma":[0.000008037339,0.0006539018,0.001443816,0.000005088742,0.00001688371,0.0000646779,0.00001784686,0.0006964331,0.9965466,0.00002614806,0.0005172683,0.000003322303],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934861,0.002088338,0.003762323,0.00004857102,0.00002071842,0.00002842969,0.00002904081,0.0000126257,0.0005237927],"genre_scores_gemma":[0.9936465,0.001448084,0.003790679,0.00002149954,0.00001171229,0.00001885637,0.0000368133,0.000007342212,0.001018495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006926803,"threshold_uncertainty_score":0.00231719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005040366497649129,"score_gpt":0.1681969667543596,"score_spread":0.1631566002567104,"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."}}