{"id":"W2385908041","doi":"","title":"Phenol rejection of different NF membranes:influence factors on rejection","year":2010,"lang":"en","type":"article","venue":"Membrane science and technology/Membrane science and technology series","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phenol; Membrane; Chemistry; Salt (chemistry); Chromatography; Phenols; Wastewater; Phenol extraction; Extraction (chemistry); Organic chemistry; Waste management; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008714162,0.0003997613,0.0004519698,0.003552671,0.001260791,0.0001757103,0.0008686567,0.0005032186,0.00002945307],"category_scores_gemma":[0.001256927,0.0003337416,0.00002886315,0.007990369,0.01118678,0.00208505,0.0001831701,0.0009026924,0.00001050384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007379078,"about_ca_system_score_gemma":0.000269668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001872835,"about_ca_topic_score_gemma":0.0001368543,"domain_scores_codex":[0.997022,0.00001071297,0.0004867342,0.0009157266,0.0008605078,0.0007043592],"domain_scores_gemma":[0.9979179,0.00006515172,0.0001725908,0.0006990492,0.0009832615,0.0001620397],"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":[0.00001585768,0.00004955872,0.002448033,0.0001111711,0.000009116795,0.00000283805,0.0001732461,0.00004657596,0.9681084,0.02359616,0.00001505979,0.00542395],"study_design_scores_gemma":[0.000301415,0.0003251564,0.001908621,0.00004952388,0.00001872901,0.0001942024,0.001757464,0.001302876,0.9880219,0.003406411,0.002352441,0.0003612798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991617,0.0001332679,0.00002101169,0.002292475,0.0007435229,0.0003432745,0.000006623426,0.001715993,0.003126861],"genre_scores_gemma":[0.9985601,0.0008218817,0.0002751549,0.00004910077,0.00002252664,0.00005111274,0.00000181956,0.00002186466,0.0001964368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02018975,"threshold_uncertainty_score":0.9999115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006422140090016115,"score_gpt":0.2281566418617336,"score_spread":0.2217345017717175,"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."}}