{"id":"W2334561527","doi":"10.1021/la200893n","title":"Conformal Adhesion Enhancement on Biomimetic Microstructured Surfaces","year":2011,"lang":"en","type":"article","venue":"Langmuir","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adhesion; Materials science; Adhesive; Elastomer; Composite material; Nanotechnology; Polymer; Surface energy; van der Waals force; Viscoelasticity; Delamination (geology); Dissipation; Layer (electronics); Chemistry; Molecule","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001015845,0.0003469874,0.000256798,0.0002013191,0.0001597751,0.0002408123,0.0002485003,0.0002675747,0.0007579976],"category_scores_gemma":[0.0003114387,0.0001651525,0.0001829516,0.0001397221,0.000217698,0.0001753124,0.0003470393,0.0003486666,0.0001797798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002119,"about_ca_system_score_gemma":0.00006271798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002625526,"about_ca_topic_score_gemma":0.0004660586,"domain_scores_codex":[0.9998311,0.00001385545,0.000006029389,0.00003974383,0.00005784172,0.00005138572],"domain_scores_gemma":[0.9998715,0.00004141963,0.00003492575,0.00002128018,0.00001699378,0.00001382445],"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":[0.00000782284,0.000006881441,0.00006216025,0.00002673816,0.0000028017,0.00006288321,0.00001943861,0.0001369058,0.9987287,0.0001069697,0.000018203,0.0008203886],"study_design_scores_gemma":[0.000008933384,0.0001109938,0.002656842,0.000003803455,0.00000847127,0.0001760256,0.00002157812,0.001891835,0.993811,0.00007579471,0.001227329,0.000007436171],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937452,0.0006770092,0.004109354,0.00003781916,0.00002819241,0.00001669808,0.00003790777,0.00003959995,0.001308213],"genre_scores_gemma":[0.9955648,0.0004046104,0.003184724,0.00003390104,0.000015377,0.00001454889,0.00003963872,0.00001035012,0.0007320594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007579976,"threshold_uncertainty_score":0.00253576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966506593417822,"score_gpt":0.209805918135217,"score_spread":0.1901408522010388,"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."}}