{"id":"W2016376945","doi":"10.1021/ma0627370","title":"Glassy Dynamics, Aging in Mobility, and Structural Relaxation of Strongly Adsorbed Polymer Films:  Corrugation or Confinement?","year":2007,"lang":"en","type":"article","venue":"Macromolecules","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Adsorption; Chemical physics; Relaxation (psychology); Polymer; Diffusion; Surface roughness; Power law; Materials science; Molecular dynamics; Logarithm; Surface finish; Fick's laws of diffusion; Condensed matter physics; Chemistry; Physical chemistry; Thermodynamics; Physics; Computational chemistry; Composite material","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":[0.0004241759,0.0001152888,0.0001682369,0.00008157704,0.00004951605,0.00006096846,0.000103444,0.00005479184,0.0003807506],"category_scores_gemma":[0.00004947283,0.00009207972,0.0000175569,0.00008702051,0.00011644,0.0001069126,0.00007784834,0.00004735827,0.000003135905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000390723,"about_ca_system_score_gemma":0.00002550721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001655697,"about_ca_topic_score_gemma":0.003084337,"domain_scores_codex":[0.999008,0.0000540784,0.0003688388,0.0002105536,0.0001541649,0.0002043627],"domain_scores_gemma":[0.9995733,0.0000395084,0.0001610475,0.000137341,0.00005267411,0.00003611244],"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":[0.0002496424,0.00002092119,0.009105753,0.000106203,0.000004259213,0.000007778292,0.0004817591,0.00009714635,0.9836584,0.004230861,0.000004360581,0.002032892],"study_design_scores_gemma":[0.001039889,0.0002326706,0.07616115,0.0001287762,0.00001710238,0.00001754734,0.001121147,0.03955181,0.8806088,0.000801664,0.00001810337,0.0003013355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979676,0.0001113896,0.0009872644,0.00005858257,0.0002473221,0.0001862599,0.00006880992,0.00002346129,0.0003493386],"genre_scores_gemma":[0.9988292,0.000009227224,0.000891106,0.00002157585,0.00001614805,0.00000474265,0.00004969502,0.00001088327,0.000167445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1030496,"threshold_uncertainty_score":0.4168952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00948122547552838,"score_gpt":0.2449220260020951,"score_spread":0.2354408005265667,"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."}}