{"id":"W2327695319","doi":"10.1021/la301388e","title":"“Contact” of Nanoscale Stiff Films","year":2012,"lang":"en","type":"article","venue":"Langmuir","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Thin film; Polydimethylsiloxane; Composite material; Elastomer; Nanoscopic scale; Contact mechanics; Elastic modulus; Indentation; Contact area; Bending; Modulus; Stretchable electronics; Nanotechnology; Structural engineering; Finite element method; 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":[],"consensus_categories":[],"category_scores_codex":[0.00003412927,0.00006094034,0.00008480612,0.00003391744,0.00003338071,0.000004132024,0.00004595603,0.00004341933,0.0005448816],"category_scores_gemma":[0.000007593194,0.00005561468,0.00004058212,0.00007077395,0.000007053564,0.0001457212,0.00000668602,0.00006105434,0.0001678204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001451527,"about_ca_system_score_gemma":0.000002538241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003925655,"about_ca_topic_score_gemma":0.00001215398,"domain_scores_codex":[0.9996443,0.000007461273,0.000104661,0.00004073361,0.00006207846,0.0001408144],"domain_scores_gemma":[0.9997991,0.00003064618,0.00001460819,0.00009500622,0.00001717093,0.00004352054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000259293,0.0003449027,0.2458643,0.0003005537,0.000231142,0.000004811136,0.01070055,0.002382836,0.4104162,0.006349152,0.3182912,0.005088328],"study_design_scores_gemma":[0.0003472306,0.00004056301,0.4427413,0.00004690008,0.00004249252,0.00002261492,0.001195653,0.003300512,0.1191878,0.00007699645,0.432639,0.0003589605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683064,0.0004597525,0.001071538,0.00002279148,0.0009420601,0.00004370631,0.00001710289,0.0001846822,0.02895203],"genre_scores_gemma":[0.9978455,0.00002470825,0.0004656615,0.00001240599,0.0001063845,0.000004814632,0.000007801642,0.00001422172,0.001518445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2912284,"threshold_uncertainty_score":0.5966071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00988872952393788,"score_gpt":0.2160672927217755,"score_spread":0.2061785631978376,"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."}}