{"id":"W4386294716","doi":"10.3990/1.9789036558242","title":"Friction of Biomechanical Interfaces","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"Radboud Universitair Medisch Centrum; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Radboud Universiteit","keywords":"Materials science; Silicone rubber; Stiffness; Biomedical engineering; Lubrication; Composite material; Surface finish; Surface roughness; Implant; Tribology; Engineering; Surgery","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":[0.00005536319,0.0001782998,0.0002315052,0.0003013729,0.00004686474,0.00001602222,0.0001041605,0.0002732979,0.0006209192],"category_scores_gemma":[0.00002400368,0.0001730045,0.0001106111,0.000325522,0.000006145149,0.0001001154,0.000006180352,0.000213564,0.0004474257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005641089,"about_ca_system_score_gemma":0.00001712173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001501822,"about_ca_topic_score_gemma":0.0008062852,"domain_scores_codex":[0.9991766,0.00001131717,0.0003643959,0.0001549208,0.0001585548,0.0001341716],"domain_scores_gemma":[0.9995781,0.00006930557,0.0000596019,0.0001612672,0.00009215374,0.00003958838],"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":[0.000148329,0.00025815,0.0002880341,0.002429088,0.001401265,0.0000106948,0.00858943,0.01294088,0.7008864,0.003232057,0.2341448,0.03567084],"study_design_scores_gemma":[0.0003581978,0.0002130624,0.004490612,0.0007251751,0.0002593954,0.000007871772,0.02010738,0.04408093,0.8967658,0.001843086,0.03002838,0.001120164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9338688,0.000288305,0.002844667,0.00001437813,0.01306237,0.000206143,0.00003322099,0.001655215,0.04802694],"genre_scores_gemma":[0.9464068,0.0008611098,0.0002601097,0.000002020335,0.0001159119,0.00002687982,0.0004327629,0.00008988329,0.05180455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2041164,"threshold_uncertainty_score":0.7054918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446626150371369,"score_gpt":0.2615184858485558,"score_spread":0.2470522243448421,"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."}}