{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004195995,0.0001324793,0.0001121806,0.00007053906,0.0001012322,0.00001678448,0.00009026477,0.00006903032,0.00103122],"category_scores_gemma":[0.000004689818,0.0001135465,0.00004970595,0.00009151124,0.00002017157,0.0001132705,0.00001096878,0.0001003787,0.0005714541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004106903,"about_ca_system_score_gemma":0.00000559855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005722531,"about_ca_topic_score_gemma":0.00001992493,"domain_scores_codex":[0.9994211,0.00001178305,0.0001612839,0.0001145124,0.00009768164,0.0001936768],"domain_scores_gemma":[0.9997362,0.00001909376,0.00002433694,0.0001442481,0.00002646169,0.0000496033],"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":[0.000248314,0.0002816537,0.008620345,0.0002070766,0.0003041078,0.00003327594,0.01702818,0.001297267,0.8990157,0.002492965,0.06020452,0.01026656],"study_design_scores_gemma":[0.0003997611,0.000162294,0.04990051,0.00003897527,0.00002468816,0.00001185688,0.0004791819,0.002244527,0.877959,0.0001518235,0.06827871,0.0003486644],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731662,0.0001322568,0.0005129237,0.00001807504,0.0009675921,0.00009914159,0.00001335965,0.0002665012,0.02482391],"genre_scores_gemma":[0.9977992,0.00005591218,0.0007753512,0.00004522839,0.00005271112,0.000008352046,0.00001809773,0.0000206817,0.001224495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04128017,"threshold_uncertainty_score":0.999882,"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."}}