{"id":"W2285686817","doi":"10.1021/acsami.5b11599","title":"Magnetite/Polymer Brush Nanocomposites with Switchable Uptake Behavior Toward Methylene Blue","year":2016,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Methylene blue; Cationic polymerization; Materials science; Acrylic acid; Nanocomposite; Polymer; Adsorption; Polymer chemistry; Polyelectrolyte; Membrane; Deprotonation; Chemical engineering; Desorption; Polymer brush; Organic chemistry; Polymerization; Chemistry; Nanotechnology; Ion","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":[0.0001218017,0.0003127288,0.0001591441,0.0001820631,0.0001076465,0.0002043366,0.000156193,0.0002821747,0.0007611739],"category_scores_gemma":[0.0001430254,0.0002131256,0.0001482671,0.0001173561,0.0001185705,0.0002540563,0.0001719361,0.0003351319,0.0002564999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002274039,"about_ca_system_score_gemma":0.0001104645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003242633,"about_ca_topic_score_gemma":0.001322287,"domain_scores_codex":[0.9999256,0.000006450388,0.000005559935,0.00002131162,0.00002432617,0.00001668591],"domain_scores_gemma":[0.9999113,0.00001652931,0.00002016203,0.000007550068,0.00002203462,0.00002241186],"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":[0.00001169985,0.000006189482,0.00001863148,0.00001149743,0.00000121816,0.000009239,0.000003747801,0.00002043828,0.9994313,0.00001657108,0.000005838307,0.0004636369],"study_design_scores_gemma":[0.000005098076,0.00009565073,0.0005553376,0.000001380189,0.000005584604,0.00004631365,0.000003903232,0.0004960988,0.9981709,0.00001102234,0.0006062554,0.000002400452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913538,0.0008106261,0.005804244,0.00006116366,0.00002180437,0.00004191694,0.0001084223,0.0001589177,0.001638981],"genre_scores_gemma":[0.9917999,0.0003493926,0.005249678,0.00003266294,0.000007830669,0.00003743025,0.0001211735,0.00002976622,0.002372236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007611739,"threshold_uncertainty_score":0.00254643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01671153236359218,"score_gpt":0.2481058671850129,"score_spread":0.2313943348214207,"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."}}