{"id":"W1980260153","doi":"10.1007/s00396-011-2376-1","title":"Assembly of poly(N-isopropylacrylamide)-co-acrylic acid microgel thin films on polyelectrolyte multilayers: Effects of polyelectrolyte layer thickness, surface charge, and microgel solution pH","year":2011,"lang":"en","type":"article","venue":"Colloid & Polymer Science","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Polyelectrolyte; Acrylic acid; Allylamine; Chemical engineering; Layer by layer; Polymer chemistry; Materials science; Layer (electronics); Surface charge; Deposition (geology); Chemistry; Copolymer; Polymer; Nanotechnology; Composite material; Physical 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":[0.0001373882,0.0003675853,0.0002429758,0.0002392371,0.0002016074,0.0003807381,0.0002504008,0.0002879339,0.0007750121],"category_scores_gemma":[0.0001825632,0.0003388899,0.000275192,0.0001110584,0.0001160673,0.0002944258,0.0002175023,0.0003821602,0.0003033997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000321348,"about_ca_system_score_gemma":0.0001446293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004994125,"about_ca_topic_score_gemma":0.001088344,"domain_scores_codex":[0.9998735,0.000009644585,0.00001283238,0.0000363571,0.00002797631,0.00003959948],"domain_scores_gemma":[0.9998274,0.00002312298,0.00005088426,0.00001921313,0.00002585991,0.00005352179],"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":[0.00002288045,0.00001140042,0.00003772748,0.00001251985,0.000005217976,0.00001416081,0.000008316836,0.00006547452,0.9993563,0.00001291125,0.00001272268,0.0004403359],"study_design_scores_gemma":[0.000009244493,0.00008865428,0.0008583212,0.000003960603,0.00001306759,0.00002337473,0.000008285066,0.001202627,0.9974375,0.000006904208,0.0003441552,0.000003818244],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949408,0.0006047577,0.003005838,0.00004859508,0.00004221321,0.00003202182,0.00007482638,0.0001167582,0.001134243],"genre_scores_gemma":[0.9914579,0.0003574598,0.005685166,0.00008767391,0.00001850005,0.00003683703,0.0001339788,0.00003886049,0.00218352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007750121,"threshold_uncertainty_score":0.002592683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431318417521981,"score_gpt":0.2427387759776709,"score_spread":0.2284255918024511,"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."}}