{"id":"W2064437151","doi":"10.1007/s10800-005-2573-z","title":"Electrochemical oxidation of phenolic compounds using a flow-through electrolyser with porous solid electrodes","year":2005,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centrale des Syndicats du Québec; National Research Council Canada","funders":"","keywords":"Phenol; Electrochemistry; Anode; Chemistry; Electrolyte; Electrode; Wastewater; Inorganic chemistry; Porosity; Cathode; Chemical engineering; Materials science; Organic chemistry; Waste management","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001653372,0.0003364774,0.0004917307,0.0000561034,0.0001023893,0.00002563142,0.0003574208,0.0001780656,0.0002108006],"category_scores_gemma":[0.0000128137,0.000283522,0.0001094084,0.0004261463,0.000157175,0.0003702129,0.00004982225,0.0005584931,0.00001305803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011657,"about_ca_system_score_gemma":0.0001257198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003867701,"about_ca_topic_score_gemma":0.000006402466,"domain_scores_codex":[0.9976032,0.00001853142,0.0007409365,0.0003388793,0.0006838721,0.0006145788],"domain_scores_gemma":[0.99859,0.0000394313,0.0008657276,0.0002888883,0.00008154452,0.0001344024],"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":[0.0007925612,0.0003112622,0.0002793087,0.00001472845,0.0001371945,0.000004304322,0.0002299253,0.004947144,0.9924481,0.0000342582,0.0001157819,0.0006854115],"study_design_scores_gemma":[0.001363187,0.0003406865,0.00006824313,0.00002091022,0.0001379333,0.0004991079,0.00004076754,0.0005029058,0.9952227,0.00102889,0.0005015961,0.0002730025],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946001,0.0001054356,0.0507438,0.0001382416,0.000008696631,0.0001460122,0.000001238612,0.00002692471,0.002828647],"genre_scores_gemma":[0.8836358,0.00004880931,0.1158654,0.0001534662,0.0001826498,0.00000853094,0.000016946,0.00003992772,0.0000484754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06512164,"threshold_uncertainty_score":0.9999617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006040601436633364,"score_gpt":0.2341143918552736,"score_spread":0.2280737904186402,"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."}}