{"id":"W1759594068","doi":"10.2175/106143005x86628","title":"Removal of Pyrene and Benzo(a)Pyrene from Contaminated Water by Sequential and Simultaneous Ozonation and Biotreatment","year":2006,"lang":"en","type":"article","venue":"Water Environment Research","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Biotechnology Research Institute","funders":"U.S. Environmental Protection Agency","keywords":"Pyrene; Chemistry; Benzo(a)pyrene; Contamination; Environmental chemistry; Chromatography; Waste management; Pulp and paper industry; Organic chemistry","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":[0.0001644826,0.0006678473,0.0005150567,0.0002567956,0.0001892477,0.000366537,0.0002226929,0.0004171032,0.0006273707],"category_scores_gemma":[0.000272308,0.0003385471,0.0005566908,0.0002977355,0.0002279414,0.0003370625,0.0004398092,0.0003457078,0.0002194665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002819222,"about_ca_system_score_gemma":0.0003999103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002778675,"about_ca_topic_score_gemma":0.004457175,"domain_scores_codex":[0.9997067,0.00002528341,0.00002283009,0.00005966378,0.0001202871,0.00006526378],"domain_scores_gemma":[0.9998806,0.00001845412,0.00004171398,0.00001178169,0.00002618263,0.00002127955],"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":[0.00008313078,0.00001350145,0.0001806535,0.0000345908,0.000006616658,0.00001351854,0.000009211506,0.00008798458,0.9976999,0.000007743739,0.000006577481,0.001856476],"study_design_scores_gemma":[0.000009915198,0.000540959,0.002945815,0.000002244754,0.00002875909,0.0000926167,0.00001616818,0.0005770545,0.9952597,0.00001291874,0.0005078162,0.000006083061],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944835,0.0007522797,0.004214722,0.00003416933,0.00001367376,0.00002078242,0.00008286302,0.00003394503,0.0003641188],"genre_scores_gemma":[0.9910114,0.00086396,0.006037035,0.00002559947,0.000008501514,0.00003212774,0.0002051604,0.00001380743,0.001802475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002778675,"threshold_uncertainty_score":0.005524933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264124605538193,"score_gpt":0.2484180943921857,"score_spread":0.2357768483368037,"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."}}