{"id":"W2089956827","doi":"10.1021/la901086e","title":"Chain Conformation of a New Class of PEG-Based Thermoresponsive Polymer Brushes Grafted on Silicon as Determined by Neutron Reflectometry","year":2009,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Ontario Innovation Trust","keywords":"Neutron reflectometry; Ethylene glycol; Polymer; Methacrylate; Polymer chemistry; Copolymer; Side chain; PEG ratio; Aqueous solution; Lower critical solution temperature; Materials science; Chemical engineering; Reflectometry; Salt (chemistry); Silicon; Chemistry; Neutron; Organic chemistry; Neutron scattering; Composite material; Small-angle neutron scattering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001450217,0.0001789524,0.0001425702,0.0001436946,0.00006353333,0.0001798365,0.0001227544,0.0002113884,0.0004346044],"category_scores_gemma":[0.0002248291,0.0001312391,0.0001142487,0.00008674365,0.000137003,0.0002614596,0.000102168,0.0002757375,0.0001119578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366329,"about_ca_system_score_gemma":0.00007641823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001656131,"about_ca_topic_score_gemma":0.0003970441,"domain_scores_codex":[0.9999382,0.000006526698,0.000004183877,0.00001747471,0.00002372114,0.000009809562],"domain_scores_gemma":[0.9998554,0.00003547796,0.00004055305,0.00001615691,0.00002608171,0.00002635362],"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":[0.00001128932,0.000003191887,0.00005807821,0.000005688238,0.000001452026,0.000005201087,0.000003209273,0.00003600484,0.9994102,0.00001285091,0.00000308467,0.0004498565],"study_design_scores_gemma":[0.000005140695,0.0001681899,0.002446673,0.000002815289,0.000007771137,0.00007403819,0.000006079877,0.001313493,0.9951895,0.00002141407,0.0007608666,0.000003981885],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961323,0.000575523,0.00253329,0.00001862073,0.000006404907,0.00001331969,0.00005957509,0.00002411695,0.0006368011],"genre_scores_gemma":[0.9922025,0.0007319265,0.005417561,0.00003650081,0.000005866202,0.00002226951,0.0001954982,0.00001604586,0.001371692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004346044,"threshold_uncertainty_score":0.001453876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618126748228283,"score_gpt":0.2982775508156848,"score_spread":0.282096283333402,"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."}}