{"id":"W1654602214","doi":"10.1126/science.1155120","title":"Glass Surfaces Not So Glassy","year":2008,"lang":"en","type":"letter","venue":"Science","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Nanoscopic scale; Polymer; Materials science; Layer (electronics); Nanotechnology; Chemical physics; Mineralogy; Composite material; 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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008809646,0.0003521714,0.0004030705,0.0001785019,0.0009185736,0.001108505,0.002049728,0.0003293565,0.0009697078],"category_scores_gemma":[0.0001287842,0.0002655774,0.00007946851,0.0003742558,0.00286007,0.0004858601,0.000479687,0.0004926714,0.001998586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001212546,"about_ca_system_score_gemma":0.0008116949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003639849,"about_ca_topic_score_gemma":0.00001874922,"domain_scores_codex":[0.9962789,0.00008612185,0.0003706528,0.0009581294,0.001375817,0.000930413],"domain_scores_gemma":[0.9986033,0.00006325,0.0002267601,0.0007813416,0.0002230114,0.0001022806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001231699,0.000009205586,0.00002123627,0.0000931568,0.00000233958,0.0001653706,0.0002383937,0.00003240187,0.630214,0.00009839131,0.3688904,0.0002227876],"study_design_scores_gemma":[0.00007229599,0.0000544608,0.0001694488,0.00005566189,0.00000667822,0.00005322974,0.000006571157,0.0004655336,0.08708695,0.0001677206,0.9114221,0.000439341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6432969,0.0004436324,0.00004712488,0.3319615,0.01406249,0.0004930994,0.000409788,0.0003737058,0.008911794],"genre_scores_gemma":[0.1358086,0.0004753766,0.003160675,0.8214766,0.005329461,0.00006628541,0.00007348553,0.0001240722,0.03348544],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.543127,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349828128071193,"score_gpt":0.2339548707046206,"score_spread":0.2104565894239087,"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."}}