{"id":"W2610568238","doi":"10.1021/acsomega.7b00103","title":"Rapidly Responding pH- and Temperature-Responsive Poly (<i>N</i>-Isopropylacrylamide)-Based Microgels and Assemblies","year":2017,"lang":"en","type":"article","venue":"ACS Omega","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Grand Challenges Canada; Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Poly(N-isopropylacrylamide); Chemical engineering; Materials science; Lower critical solution temperature; Polymer chemistry; Polymer science; Chemistry; Polymer; Copolymer; Composite material; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003793561,0.0002591316,0.0002386034,0.0001349842,0.0007426992,0.0003418463,0.0003820362,0.0002487454,0.000002785338],"category_scores_gemma":[0.0006417449,0.0002358768,0.00005827084,0.00007408219,0.0004233257,0.00002460132,0.0002786963,0.000145525,0.00001069962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001839952,"about_ca_system_score_gemma":0.0001347488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006383788,"about_ca_topic_score_gemma":0.00004804794,"domain_scores_codex":[0.9986089,0.0001011865,0.0002288208,0.0005890157,0.0001380703,0.0003339429],"domain_scores_gemma":[0.9985264,0.00005662228,0.000172065,0.0009899545,0.0001139425,0.0001410209],"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":[0.0002201319,0.00002968898,0.002789567,0.00002366794,0.0000543209,0.000005780778,0.00006723465,8.886786e-7,0.9903135,0.0001682119,0.0006420084,0.005684949],"study_design_scores_gemma":[0.0006256962,0.0001628904,0.009997684,0.0000348422,0.00003567783,0.00003261552,0.00007954985,0.00001745711,0.9355338,0.0001213717,0.05304135,0.0003170365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906687,0.006170418,0.00005082479,0.00205647,0.00006262273,0.0003233227,0.00005273366,0.00002923987,0.0005856759],"genre_scores_gemma":[0.9960188,0.0003361706,0.001001849,0.000699001,0.0001559891,0.0001016599,0.00002956562,0.00004836811,0.001608614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05477972,"threshold_uncertainty_score":0.9618775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422620654651223,"score_gpt":0.2610459405603834,"score_spread":0.2468197340138712,"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."}}