{"id":"W2091555533","doi":"10.1002/bit.1063","title":"Process for degradation of nitrobenzene: Combining electron beam irradiation with biotransformation","year":2001,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nitrobenzene; Nitrophenol; Chemistry; Degradation (telecommunications); Aqueous solution; Biotransformation; Nuclear chemistry; Organic chemistry; Catalysis; Enzyme; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002068122,0.0006181561,0.0005307943,0.0001998796,0.0002022081,0.0003253896,0.0002586813,0.0003926977,0.00076607],"category_scores_gemma":[0.0002395432,0.0002127193,0.0003583121,0.000284879,0.0002148498,0.0003004742,0.0005479727,0.000334923,0.0003092767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003106911,"about_ca_system_score_gemma":0.0003982313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923163,"about_ca_topic_score_gemma":0.00286048,"domain_scores_codex":[0.9997327,0.00004267893,0.00001469508,0.00005610939,0.00009652285,0.00005739065],"domain_scores_gemma":[0.9999107,0.00002487422,0.00001848999,0.00001291135,0.00002102288,0.00001208634],"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":[0.00004636561,0.00001574948,0.000222486,0.00002439694,0.000004127949,0.00002006084,0.00001076516,0.00005557287,0.9980555,0.00001668535,0.000004453678,0.001523802],"study_design_scores_gemma":[0.000005329513,0.0001413357,0.00144315,0.000002217552,0.000007544708,0.00005763591,0.000009880429,0.0002529056,0.9977189,0.00001123102,0.0003472469,0.000002741123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819703,0.0009976286,0.01580004,0.00005467306,0.00001823205,0.0001050995,0.0001220586,0.00007130827,0.0008606084],"genre_scores_gemma":[0.9735408,0.001165604,0.02123816,0.00004159105,0.000006826417,0.00009214292,0.0002776932,0.00003007197,0.003607085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001923163,"threshold_uncertainty_score":0.003823876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175828295593761,"score_gpt":0.2407316195053041,"score_spread":0.2289733365493665,"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."}}