{"id":"W4362667790","doi":"10.3390/membranes13040413","title":"Evaluation of Surface Properties and Separation Performance of NF and RO Membranes for Phthalates Removal","year":2023,"lang":"en","type":"article","venue":"Membranes","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Membrane; Chemistry; Plasticizer; Phthalate; Dibutyl phthalate; Reverse osmosis; Chemical engineering; Chromatography; Contact angle; Filtration (mathematics); Solubility; Polyamide; Diethyl phthalate; Polymer chemistry; Organic chemistry; Biochemistry","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":[0.0005427273,0.0004435259,0.000342908,0.0003161435,0.0002334655,0.000252507,0.0001890347,0.0005211338,0.0003668331],"category_scores_gemma":[0.0006474831,0.0001180839,0.0005032984,0.0002502536,0.0001814001,0.0005758157,0.0001729366,0.0002979082,0.0001316098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003316591,"about_ca_system_score_gemma":0.000195252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001428919,"about_ca_topic_score_gemma":0.00154082,"domain_scores_codex":[0.9996907,0.00004551817,0.00003069417,0.0000538497,0.0001298084,0.00004947623],"domain_scores_gemma":[0.9997512,0.00007183843,0.00005344248,0.00001028834,0.00009803999,0.00001528686],"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":[0.00004098363,0.00001249776,0.0003090951,0.00009172455,0.000009260406,0.00002667509,0.00002124488,0.0001014691,0.9977291,0.00002547504,0.00001479694,0.001617619],"study_design_scores_gemma":[0.000003251913,0.000201059,0.003260861,0.000008142519,0.00002353509,0.0001183315,0.00004875983,0.0009219796,0.9946372,0.00002060363,0.0007475421,0.000008930569],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933463,0.001733012,0.003938578,0.00005851901,0.00001921661,0.00002402266,0.0002296108,0.00002676864,0.000623979],"genre_scores_gemma":[0.9871243,0.002555431,0.008849764,0.00004977437,0.00001314226,0.00006409443,0.0003326127,0.00001804652,0.0009927677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001428919,"threshold_uncertainty_score":0.002870262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06785002429845888,"score_gpt":0.2940279795200101,"score_spread":0.2261779552215513,"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."}}