{"id":"W2070696222","doi":"10.1016/s0306-2619(03)00040-0","title":"Biological waste-treatment of hydrocarbon residues: effects of humic acids on the degradation of toluene","year":2003,"lang":"en","type":"article","venue":"Applied Energy","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Toluene; Hydrocarbon; Degradation (telecommunications); Environmental chemistry; Chemistry; Waste management; Biodegradation; Environmental science; Organic chemistry; Engineering","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":[0.00004835354,0.000118835,0.0002630272,0.0000489203,0.00001569026,0.000001273541,0.0001199851,0.0001326491,0.00001213886],"category_scores_gemma":[0.0001159104,0.0000685402,0.00006712761,0.0001343692,0.00006333338,0.000007386152,0.00001695523,0.00004226642,7.805794e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002729144,"about_ca_system_score_gemma":0.000008185607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003781221,"about_ca_topic_score_gemma":0.000001717489,"domain_scores_codex":[0.999389,0.00001920293,0.0002249433,0.0001345283,0.0001075229,0.0001248097],"domain_scores_gemma":[0.9992132,0.0003699919,0.00009579861,0.0002866407,0.00001489074,0.00001953914],"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":[0.00004048824,0.0001062196,0.0000479445,0.00002035578,0.00003568537,4.393272e-7,0.00002014559,0.001228026,0.8604876,0.1334279,0.00001670117,0.004568458],"study_design_scores_gemma":[0.0004492983,0.0002730726,0.00003366556,0.00002713749,0.00001638447,2.686975e-7,0.00006952028,0.0003316175,0.9963661,0.001928612,0.0004413703,0.00006290579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991802,0.0003063214,0.001008322,0.00003198893,0.00003203684,0.00008098993,0.000001501282,0.00005575908,0.00668112],"genre_scores_gemma":[0.9994119,0.0001626416,0.0002348343,0.00001149237,0.00001082968,0.00004284889,0.000004351184,0.000009070314,0.0001119779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1358786,"threshold_uncertainty_score":0.2794988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288090981066997,"score_gpt":0.2103251636826212,"score_spread":0.1974442538719513,"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."}}