{"id":"W1964484563","doi":"10.1007/s11356-015-4345-6","title":"Removal of carbamazepine from spiked municipal wastewater using electro-Fenton process","year":2015,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Anode; Effluent; Wastewater; Ferrous; Chemistry; Degradation (telecommunications); Electrochemistry; Nuclear chemistry; Pulp and paper industry; Environmental chemistry; Electrode; Environmental engineering; Organic chemistry; Environmental science","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":[0.001387799,0.000101186,0.0001395216,0.0002309145,0.0002200676,0.00003054841,0.0003451018,0.00005738451,0.00009701713],"category_scores_gemma":[0.0000926034,0.00008797331,0.00002200771,0.0006224334,0.001490525,0.0004148395,0.0002700792,0.0001891725,0.00001566405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004465094,"about_ca_system_score_gemma":0.000103513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004357446,"about_ca_topic_score_gemma":0.00006640636,"domain_scores_codex":[0.9975481,0.0001075412,0.0001979021,0.0003650255,0.001327322,0.000454102],"domain_scores_gemma":[0.9993693,0.0000172146,0.00005789207,0.0003077767,0.0000429672,0.0002048802],"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":[0.00006067409,0.0000531454,0.00029684,0.00000287992,0.000004426118,0.000008462708,0.0009485019,0.0003137889,0.9951783,0.0001591656,0.00001364709,0.002960173],"study_design_scores_gemma":[0.0003117009,0.0001657381,0.001116575,0.00001771393,0.000006280615,0.00002388571,0.001400232,0.007807369,0.9828027,0.002509222,0.003716816,0.0001217896],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975778,0.0002310136,0.00005319742,0.00006859029,0.00002263306,0.0002052286,0.00001444633,0.00002106235,0.001805996],"genre_scores_gemma":[0.997977,0.00004455024,0.001666473,0.00002232747,0.0000422743,0.00001418282,0.00001507019,0.00001055642,0.0002075372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01237562,"threshold_uncertainty_score":0.6587183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07202600867705045,"score_gpt":0.3750458221150532,"score_spread":0.3030198134380028,"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."}}