{"id":"W2270007581","doi":"10.1680/jees.15.00003","title":"Effect of hydrogen peroxide on radiofrequency-oxidation of dairy manure","year":2015,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hydrogen peroxide; Manure; Struvite; Chemistry; Chemical oxygen demand; Anaerobic digestion; Phosphorus; Nutrient; Total dissolved solids; Pulp and paper industry; Agronomy; Biochemistry; Environmental engineering; Organic chemistry; Environmental science; Wastewater","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001097201,0.00009628127,0.0001685926,0.0000890141,0.00003020366,0.000007566,0.0002268836,0.00002248433,0.00003876581],"category_scores_gemma":[0.00005470538,0.00007383031,0.00004536456,0.0001543558,0.0002590559,0.0002748548,0.00009418776,0.00008107743,0.000005478955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663007,"about_ca_system_score_gemma":0.000006864782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008007292,"about_ca_topic_score_gemma":8.61313e-8,"domain_scores_codex":[0.9988583,0.00001809977,0.0002559685,0.0001267559,0.0006023821,0.0001385024],"domain_scores_gemma":[0.9995089,0.00003401959,0.0001832556,0.0001244867,0.000002954725,0.0001463696],"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":[0.00007697984,0.0000813658,0.0110461,0.00001886884,0.000009892509,0.000008705914,0.0002747044,0.03759415,0.9432105,0.00004232278,0.00007607725,0.007560323],"study_design_scores_gemma":[0.00087436,0.002362638,0.04265497,0.00007091044,0.00003234244,0.00004586934,0.00007457261,0.00385848,0.9485833,0.00004171688,0.001268992,0.0001318329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989595,0.0002415902,0.0001422301,0.00002160289,0.0001024652,0.00007228359,0.000001934861,0.000002863283,0.0004555609],"genre_scores_gemma":[0.9993342,0.0001193655,0.0004833754,0.000008768211,0.00001348526,8.060365e-7,2.905005e-7,0.000005092162,0.00003461683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03373567,"threshold_uncertainty_score":0.3010713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004315381745073474,"score_gpt":0.188725037235509,"score_spread":0.1844096554904355,"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."}}