{"id":"W2440411501","doi":"10.1038/ncomms11923","title":"Sugary interfaces mitigate contact damage where stiff meets soft","year":2016,"lang":"en","type":"article","venue":"Nature Communications","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Institute for Basic Science; Ministry of Oceans and Fisheries; National Research Foundation of Korea; Fonds De La Recherche Scientifique - FNRS; Ministry of Science, ICT and Future Planning; National Research Foundation","keywords":"Byssus; Biophysics; Crawling; Chemistry; Materials science; Anatomy; Biology; Mytilus","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":[0.0002723993,0.0001902999,0.0002320249,0.00008057576,0.0004131956,0.00009872382,0.001641552,0.0001803521,0.0006817507],"category_scores_gemma":[0.0003808986,0.0001309935,0.00007137297,0.0001491775,0.0003137158,0.0005522333,0.000889718,0.0004499068,0.001097814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000942273,"about_ca_system_score_gemma":0.00005621636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001027502,"about_ca_topic_score_gemma":0.001926925,"domain_scores_codex":[0.9986255,0.000266778,0.0003188222,0.0002820229,0.0002267612,0.0002801298],"domain_scores_gemma":[0.9963866,0.001134763,0.0001874719,0.001972642,0.0002277424,0.00009072734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002344684,0.00008041379,0.003512158,0.000007169797,0.00004274998,0.000001927381,0.0003702706,5.792003e-7,0.9652535,0.002704072,0.02564979,0.002353875],"study_design_scores_gemma":[0.0005878954,0.00005356075,0.0193786,0.0003396628,0.00004951917,0.00001620252,0.0006000193,0.00003639173,0.4487489,0.0003423995,0.5294322,0.0004146589],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.890219,0.03035892,0.0001926882,0.0609247,0.001665209,0.0003142747,0.000425657,0.0005222969,0.0153772],"genre_scores_gemma":[0.9948215,0.001074145,0.001869914,0.000468877,0.00004228755,0.00005259011,0.000009966402,0.00002332156,0.001637407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5165046,"threshold_uncertainty_score":0.9996799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254487443925089,"score_gpt":0.3173066182226717,"score_spread":0.2947617437834208,"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."}}