{"id":"W2050851781","doi":"10.1021/ma035658m","title":"Highly pH and Temperature Responsive Microgels Functionalized with Vinylacetic Acid","year":2004,"lang":"en","type":"article","venue":"Macromolecules","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":420,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Swelling; Methacrylic acid; Acrylic acid; Ionization; Protonation; Polymer chemistry; Chemistry; Materials science; Chemical engineering; Copolymer; Organic chemistry; Polymer; Ion; Composite material","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":[0.0001019813,0.0002393258,0.0001782148,0.00005575965,0.0001902408,0.00006794503,0.000171179,0.0001729316,0.00003017062],"category_scores_gemma":[0.00006653178,0.0001954537,0.00005786602,0.0001302432,0.0002435719,0.000006024399,0.00009831227,0.0001147707,0.00003780453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003337564,"about_ca_system_score_gemma":0.0001652359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003816026,"about_ca_topic_score_gemma":0.00005915135,"domain_scores_codex":[0.9988149,0.00006954934,0.0001751079,0.000517487,0.0001516754,0.0002712918],"domain_scores_gemma":[0.9992427,0.000009667074,0.0000670503,0.0004414,0.0001225034,0.0001166656],"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":[0.0002974964,0.00006080875,0.0000990269,0.00001582328,0.00008782742,0.00001524841,0.00007369936,0.00003160826,0.9980742,0.0003449029,0.00024293,0.0006563782],"study_design_scores_gemma":[0.001047663,0.0002532364,0.0008679053,0.00003209894,0.00004491109,0.0002327601,0.00009284442,0.000001487478,0.9583717,0.0002882625,0.03847824,0.0002888739],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928449,0.003689967,0.0007087311,0.001659068,0.00003097256,0.0003262615,0.00005653659,0.00004157211,0.000641971],"genre_scores_gemma":[0.9939482,0.0001715783,0.003734505,0.0008678571,0.00009324931,0.000151288,0.0001107115,0.00005045204,0.0008721392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03970253,"threshold_uncertainty_score":0.7970372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006996783615533866,"score_gpt":0.2141386215698633,"score_spread":0.2071418379543295,"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."}}