{"id":"W2646880461","doi":"10.1140/epje/i2017-11557-9","title":"Liquid droplets on a free-standing glassy membrane: Deformation through the glass transition","year":2017,"lang":"en","type":"preprint","venue":"The European Physical Journal E","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Laplace pressure; Contact angle; Surface tension; Deformation (meteorology); Planar; Soap film; Composite material; Glass transition; Optics; Tension (geology); Thin film; Free surface; Mechanics; Nanotechnology; Thermodynamics; Polymer; Physics","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002365154,0.0003718974,0.0003763782,0.00003964702,0.001873926,0.001118568,0.002352214,0.00007762451,0.00006261472],"category_scores_gemma":[0.0002086059,0.0001923754,0.0003752086,0.00006900255,0.0003595786,0.0004009213,0.0004904573,0.001567874,0.0007721161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001792882,"about_ca_system_score_gemma":0.00009116097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004476519,"about_ca_topic_score_gemma":0.000003481927,"domain_scores_codex":[0.995674,0.002167427,0.0004989989,0.0003753782,0.0009002336,0.0003839597],"domain_scores_gemma":[0.9973071,0.0002319345,0.000658104,0.001528442,0.0001584915,0.0001159697],"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":[0.001046237,0.0005010848,8.96328e-7,0.0001186199,0.00012246,0.0001144317,0.04158347,0.05512974,0.8859206,0.004224897,0.007425699,0.003811837],"study_design_scores_gemma":[0.008071053,0.002359426,0.00197461,0.004248544,0.001440301,0.001212548,0.006016707,0.06449591,0.6843156,0.1744363,0.04667972,0.004749299],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416143,0.0000594566,0.004243703,0.008075014,0.001659271,0.0003756756,0.00007982799,0.0001119243,0.04378088],"genre_scores_gemma":[0.996226,0.00013581,0.00007172013,0.0006121553,0.002753394,0.000008298629,0.00001673621,0.00005794168,0.0001180095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2016051,"threshold_uncertainty_score":0.9999183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.043243162582769,"score_gpt":0.2819745315712235,"score_spread":0.2387313689884545,"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."}}