{"id":"W2925003071","doi":"10.1093/icb/icz013","title":"The Ecomechanics of Gecko Adhesion: Natural Surface Topography, Evolution, and Biomimetics","year":2019,"lang":"en","type":"article","venue":"Integrative and Comparative Biology","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alexander von Humboldt-Stiftung; National Science Foundation","keywords":"Gecko; Biomimetics; Natural (archaeology); Ecology; Natural materials; Habitat; Morphology (biology); Nanotechnology; Geology; Biology; Materials science; Paleontology; Polymer science","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":[0.0001025681,0.0001698543,0.0002711917,0.00006202651,0.0001552397,0.00001872421,0.00009297999,0.00008299912,0.00002588384],"category_scores_gemma":[0.0000153277,0.000103387,0.0000566311,0.0001830366,0.0002110982,0.00009346294,0.00003079275,0.0002033295,0.00001364512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002879254,"about_ca_system_score_gemma":0.00001612999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005273402,"about_ca_topic_score_gemma":0.000213774,"domain_scores_codex":[0.9992828,0.0001026547,0.0002381208,0.0001689905,0.00004930284,0.0001580836],"domain_scores_gemma":[0.9991131,0.0004734104,0.00006200749,0.0001353624,0.0001762063,0.0000398673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002659497,0.0001296074,0.1333876,0.00007344213,0.001012259,0.000001242932,0.008512625,0.0006517572,0.325773,0.5201755,0.005466521,0.004550481],"study_design_scores_gemma":[0.002930107,0.003806978,0.1263389,0.0003323761,0.0002143502,0.00009319768,0.07254107,0.2310659,0.2340139,0.06194671,0.2646076,0.002108897],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873835,0.006289927,0.00311841,0.00007834623,0.0008498555,0.0001907361,0.00002835624,0.00004347544,0.002017341],"genre_scores_gemma":[0.9980543,0.001171209,0.0003489644,0.00001038188,0.0000185615,0.000005839878,0.000009516477,0.000005977581,0.0003752808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4582288,"threshold_uncertainty_score":0.4216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136181611838396,"score_gpt":0.2523491541900374,"score_spread":0.2387309930061978,"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."}}