{"id":"W2007045826","doi":"10.1016/s0376-7388(01)00349-0","title":"Tuning the acid recovery performance of poly(4-vinylpyridine)-filled membranes by the introduction of hydrophobic groups","year":2001,"lang":"en","type":"article","venue":"Journal of Membrane Science","topic":"Membrane-based Ion Separation Techniques","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Membrane; Selectivity; Chemistry; Electrodialysis; Alkyl; Polymer chemistry; Substituent; Diffusion; Nuclear chemistry; Chromatography; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002786017,0.0003121994,0.0002392122,0.0001225955,0.0001932889,0.000454379,0.0002418546,0.0005395013,0.0005130696],"category_scores_gemma":[0.0004227122,0.0002542497,0.0002023572,0.0001195753,0.000212752,0.0006450462,0.0002154951,0.0004819811,0.0002997658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002029063,"about_ca_system_score_gemma":0.000141472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002499727,"about_ca_topic_score_gemma":0.000358266,"domain_scores_codex":[0.9998813,0.0000209741,0.00001024117,0.00002460932,0.00003115125,0.00003181143],"domain_scores_gemma":[0.999818,0.00007652641,0.00003670605,0.00001785045,0.000031236,0.00001965689],"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":[0.00006836605,0.000007774727,0.00002015667,0.00001833298,0.000001814978,0.00001057836,0.00001121617,0.00004945664,0.9991013,0.00002882794,0.000009119924,0.0006730748],"study_design_scores_gemma":[0.00000352526,0.000028783,0.00009340528,7.688813e-7,0.000002122877,0.00001326446,0.000002798888,0.0003460468,0.9993688,0.000006813415,0.0001313036,0.000002270327],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957554,0.0006212189,0.002977387,0.00005658879,0.00001578025,0.000008306602,0.00004003297,0.00005268311,0.0004725416],"genre_scores_gemma":[0.9952102,0.0005006319,0.002964624,0.00003300946,0.00001147402,0.00001028916,0.0000722332,0.00003220757,0.001165266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005395013,"threshold_uncertainty_score":0.001716435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009143817760320718,"score_gpt":0.223228961446775,"score_spread":0.2140851436864543,"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."}}