{"id":"W2109247330","doi":"10.1039/c3cc00290j","title":"Controlling the response of color tunable poly(N-isopropylacrylamide) microgel-based etalons with hysteresis","year":2013,"lang":"en","type":"article","venue":"Chemical Communications","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Poly(N-isopropylacrylamide); Hysteresis; Acrylic acid; Fabry–Pérot interferometer; Materials science; Counterion; Polymer chemistry; Ionic bonding; Chemical engineering; Copolymer; Chemistry; Polymer; Ion; Composite material; Optoelectronics; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003421719,0.00018223,0.0002247905,0.0000399223,0.0002688477,0.00004264218,0.001341862,0.0001457421,0.0000359428],"category_scores_gemma":[0.0003657697,0.0001276301,0.0001187447,0.0002084901,0.0008635895,0.000008674579,0.0003125688,0.0001831918,0.0000487073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004387641,"about_ca_system_score_gemma":0.000202622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002669966,"about_ca_topic_score_gemma":0.00004311234,"domain_scores_codex":[0.9986823,0.0002726474,0.0003764193,0.0002708115,0.0001351982,0.0002626773],"domain_scores_gemma":[0.996394,0.0003426951,0.0001865718,0.002688823,0.0002944421,0.00009343963],"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":[0.0002231308,0.000168349,0.0004192308,0.00001302443,0.00007548287,8.683464e-8,0.00005432701,0.00001880542,0.9980227,0.0001377797,0.0003319084,0.0005351758],"study_design_scores_gemma":[0.000520822,0.00008207159,0.0006942627,0.00003058677,0.0000633203,0.00000600798,0.0001577923,0.001091197,0.9833393,0.00006337841,0.01377349,0.0001777528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886903,0.002522506,0.001441191,0.005805794,0.000007792985,0.0007760683,0.00004567201,0.00003353453,0.0006771662],"genre_scores_gemma":[0.9904278,0.0000528889,0.007681642,0.0004863811,0.00002158126,0.0009247011,0.0001057491,0.00003817196,0.0002610968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01468338,"threshold_uncertainty_score":0.5204603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863739734487504,"score_gpt":0.2424830798325762,"score_spread":0.2238456824877012,"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."}}