{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004085561,0.000328819,0.0002907612,0.001037958,0.0006382795,0.0009733912,0.0004197056,0.0006937648,0.0009047855],"category_scores_gemma":[0.0007966441,0.0002577758,0.0002652166,0.000588831,0.001395258,0.001075811,0.0009327106,0.0004873784,0.0002191316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005459394,"about_ca_system_score_gemma":0.0002489364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003767074,"about_ca_topic_score_gemma":0.008311883,"domain_scores_codex":[0.9998206,0.00004162759,0.000009382073,0.00006075071,0.00003307532,0.00003450361],"domain_scores_gemma":[0.9996262,0.00009381799,0.0001392988,0.00002810431,0.0000536006,0.00005896196],"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":[0.0002311468,0.0001109541,0.4283849,0.0007004036,0.0002099811,0.0008955011,0.003445701,0.006116765,0.463373,0.009576935,0.000693152,0.08626154],"study_design_scores_gemma":[0.00000375796,0.0001091616,0.9856578,0.00006457877,0.00002898671,0.0004212828,0.001404531,0.004460055,0.002878528,0.002315456,0.002597819,0.00005806159],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895341,0.002762465,0.004239172,0.0003237756,0.00001500401,0.00001538254,0.00008104332,0.00002234917,0.00300677],"genre_scores_gemma":[0.995552,0.001423571,0.002129162,0.0001051606,0.00001024051,0.00002392932,0.00006237768,0.00001134763,0.0006822536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003767074,"threshold_uncertainty_score":0.007490277,"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."}}