{"id":"W2078080010","doi":"10.1139/cjc-2014-0555","title":"Reductant-responsive poly(<i>N</i>-isopropylacrylamide) microgels and microgel-based optical materials","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Chemistry; Fabry–Pérot interferometer; Dithiothreitol; Polymer chemistry; Cystamine; Substrate (aquarium); Poly(N-isopropylacrylamide); Radical polymerization; Polymerization; Chemical engineering; Copolymer; Materials science; Polymer; Organic chemistry; Optoelectronics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001525296,0.0003691512,0.0001541269,0.0001614494,0.00009447154,0.0002383789,0.0002819338,0.0002782354,0.0005049589],"category_scores_gemma":[0.0001321081,0.0001888931,0.0001814247,0.0001083402,0.0001906235,0.000282126,0.0001234967,0.0002769558,0.0001834846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002791854,"about_ca_system_score_gemma":0.0001037343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004260155,"about_ca_topic_score_gemma":0.001255572,"domain_scores_codex":[0.9998913,0.00001147846,0.000008154023,0.00003719291,0.00002960985,0.00002231384],"domain_scores_gemma":[0.9998833,0.00002324331,0.0000480348,0.00001328765,0.00001478534,0.00001734319],"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":[0.000008714356,0.000003716459,0.00001274426,0.00001366196,8.169289e-7,0.00001009583,0.000003825589,0.00002945595,0.999586,0.00002044647,0.000005713712,0.0003048191],"study_design_scores_gemma":[0.000002279808,0.00003196239,0.0002676584,9.884442e-7,0.000002411667,0.00002056311,0.000003206003,0.0001629539,0.9991971,0.000004413008,0.0003046868,0.000001916586],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855096,0.00141931,0.0103307,0.00007359953,0.00004676629,0.00006491098,0.0002798377,0.0001905525,0.002084836],"genre_scores_gemma":[0.968389,0.0008981223,0.02583301,0.0001089204,0.00001977299,0.00008126409,0.0002688587,0.00004892508,0.00435218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005049589,"threshold_uncertainty_score":0.002025664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397300263121756,"score_gpt":0.2256840576625172,"score_spread":0.2117110550312996,"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."}}