{"id":"W136321254","doi":"10.2166/wst.2001.0559","title":"Biofiltration of dichlorobenzenes","year":2001,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Biofilter; Air stripping; Chemistry; Volatilisation; Contamination; Biodegradation; Degradation (telecommunications); Environmental chemistry; Wastewater; Naphthalene; Waste management; Environmental engineering; 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":[0.0001621357,0.00008563295,0.0001385192,0.0006407981,0.00008173068,0.00001137287,0.0006351019,0.0001507471,0.00007085309],"category_scores_gemma":[0.0001595422,0.00005595814,0.00002678373,0.001060496,0.0006146318,0.0001706764,0.0001811346,0.0001199709,0.00003907124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002777691,"about_ca_system_score_gemma":0.00001572217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001025148,"about_ca_topic_score_gemma":0.000001608132,"domain_scores_codex":[0.9990835,0.000002012852,0.0001832354,0.0002290049,0.0001627087,0.000339499],"domain_scores_gemma":[0.9994891,0.000008554553,0.00003001585,0.0003619717,0.00007939727,0.00003091728],"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":[0.000003504404,0.00001373444,0.001645463,0.00000337591,0.00000143808,0.000002684425,0.00004657296,0.00009219993,0.9789834,0.005593084,0.00001151409,0.01360303],"study_design_scores_gemma":[0.0001182268,0.00004149777,0.00006376915,0.000009131687,0.000003084486,0.00001863659,0.0001432769,0.002773431,0.9886141,0.004665335,0.00346945,0.00008001593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811417,0.00008261997,0.01241496,0.002571441,0.0001314202,0.00006144134,6.613545e-7,0.0008426473,0.002753105],"genre_scores_gemma":[0.9985276,0.00002440028,0.001166051,0.00001792447,0.00001340742,0.000009718697,6.49242e-7,0.000005642286,0.0002345722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01738593,"threshold_uncertainty_score":0.2281907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167142129180085,"score_gpt":0.2391811900905224,"score_spread":0.2275097687987215,"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."}}