{"id":"W2118680096","doi":"10.5539/eer.v3n1p1","title":"Seasonal Energy Experimental Evaluation of a SBFBR for Treatment of the Azo Dye Direct Red 23","year":2012,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anaerobic exercise; Acclimatization; Sequencing batch reactor; Pulp and paper industry; Wastewater; Acetic acid; Biomass (ecology); Activated sludge; Chemistry; Sewage treatment; Nuclear chemistry; Materials science; Environmental science; Environmental engineering; Biochemistry; Biology; Botany; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006684971,0.00007039385,0.00009729024,0.00001203364,0.0001333266,0.000005873861,0.00008131717,0.00005591929,0.0002477182],"category_scores_gemma":[0.00002651206,0.00002512897,0.00005435777,0.00009289084,0.0001183901,0.00006281349,0.00004878507,0.00001675176,7.809141e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009446993,"about_ca_system_score_gemma":0.000007835182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000394424,"about_ca_topic_score_gemma":0.0001262506,"domain_scores_codex":[0.9986724,0.0002968785,0.0001200804,0.0001407092,0.0005653813,0.0002045972],"domain_scores_gemma":[0.999594,0.0002056142,0.00005162575,0.00006404233,0.00002522939,0.00005948618],"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":[0.0001308856,0.0007786194,0.009829632,0.000003436141,0.00004309032,8.03802e-8,0.0002465488,0.0001142002,0.8275066,0.001991554,0.0005473894,0.158808],"study_design_scores_gemma":[0.0005350673,0.0006854793,0.1016459,0.000009907518,0.00002482426,7.510478e-7,0.0002987561,0.001722977,0.8383783,0.0002992048,0.05631404,0.00008478168],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961072,0.002493052,0.000003039278,0.0003325752,0.0000406248,0.0001407692,0.00002329417,0.000003354273,0.0008561386],"genre_scores_gemma":[0.9982295,0.0005202053,0.00002672937,0.000007437585,0.0001239088,0.0001691513,0.00011262,9.98647e-7,0.0008094275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1587232,"threshold_uncertainty_score":0.271234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002988973225822,"score_gpt":0.3146223501477609,"score_spread":0.2143234528251787,"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."}}