{"id":"W1979574698","doi":"10.1002/app.22688","title":"Surface modification of ultra‐high‐molecular‐weight polyethylene. II. Effect on the physicomechanical and tribological properties of ultra‐high‐molecular‐weight polyethylene/poly(ethylene terephthalate) composites","year":2005,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Composite material; Ultra-high-molecular-weight polyethylene; Polyethylene; Tribology; Polyethylene terephthalate; Surface modification; Polymer; Synthetic fiber; Dispersion (optics); Chromic acid; Ethylene; Fiber; Chemical engineering","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":[0.001439479,0.0004305762,0.0009775977,0.0002838267,0.0003313686,0.00005266787,0.000581534,0.0001841593,0.00004944922],"category_scores_gemma":[0.00007860461,0.0002408403,0.0002567888,0.0006745131,0.001519029,0.0002295946,0.0001129625,0.0006356766,0.000006681009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006510149,"about_ca_system_score_gemma":0.0002585018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003710997,"about_ca_topic_score_gemma":8.699357e-7,"domain_scores_codex":[0.9961179,0.0001676039,0.001080505,0.0005423696,0.001507234,0.0005843473],"domain_scores_gemma":[0.9975425,0.0003282701,0.0009375433,0.0006000413,0.000240438,0.00035122],"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":[0.001247059,0.0006013442,0.0004125985,0.00006653965,0.0001134994,0.00002645268,0.0003425837,0.00003634458,0.9722928,0.007913067,0.00002289371,0.01692482],"study_design_scores_gemma":[0.0022603,0.002212458,0.003035467,0.0003014601,0.0001942655,0.0003892643,0.00007249655,0.0000920436,0.9909979,0.0001272615,0.00006491727,0.000252185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917548,0.003612677,0.00028459,0.002959666,0.0002229038,0.0004845175,0.00002458467,0.00002291199,0.0006333591],"genre_scores_gemma":[0.9982007,0.0002462576,0.0007324262,0.0005417943,0.0001929871,0.000007512309,0.000003935432,0.0000319758,0.00004239672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01870509,"threshold_uncertainty_score":0.9821181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361582007610598,"score_gpt":0.2443476139239129,"score_spread":0.2307317938478069,"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."}}