{"id":"W4319941961","doi":"10.1063/5.0133668","title":"Surface and bulk relaxation of vapor-deposited polystyrene glasses","year":2023,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Agence Nationale de la Recherche","keywords":"Polystyrene; Materials science; Glass transition; Relaxation (psychology); Thin film; Polymer; Power law; Surface (topology); Viscosity; Chemical physics; Thermodynamics; Composite material; Nanotechnology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001272184,0.0003022389,0.0003206866,0.0001595513,0.0001770979,0.0002560643,0.0001931358,0.0002488365,0.001312074],"category_scores_gemma":[0.0002368023,0.0001403952,0.0002104014,0.0001466006,0.0002359254,0.0002477343,0.0002006574,0.000441172,0.0001665268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003717188,"about_ca_system_score_gemma":0.0001537279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002411749,"about_ca_topic_score_gemma":0.001870667,"domain_scores_codex":[0.9998783,0.000009212569,0.000003532675,0.00002612944,0.00004319642,0.00003959294],"domain_scores_gemma":[0.9998596,0.00005217581,0.00002749047,0.000009450561,0.00003062986,0.00002059243],"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":[0.0000397053,0.000007279702,0.0001653404,0.00002733083,0.000005088952,0.00002573603,0.00003628196,0.0001445201,0.9989038,0.00002117873,0.0000164201,0.0006073617],"study_design_scores_gemma":[0.000009660649,0.0002344345,0.004632321,0.0000063727,0.00001238545,0.00004291716,0.00006379927,0.004020249,0.9905241,0.0000212916,0.0004245694,0.000007851183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984817,0.0003855753,0.0005336378,0.00001822763,0.000008013522,0.000004774859,0.00007084117,0.00002458887,0.000472811],"genre_scores_gemma":[0.9977803,0.0002819786,0.0007736029,0.00002182159,0.000008334438,0.000007516638,0.0001863412,0.00002133223,0.0009187139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002411749,"threshold_uncertainty_score":0.004795372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907413825466878,"score_gpt":0.2425695272436567,"score_spread":0.2234953889889879,"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."}}