{"id":"W4411047117","doi":"10.1088/1361-665x/ade1ba","title":"3D printed CNT/TPU triboelectric nanogenerator for load monitoring of total knee replacement","year":2025,"lang":"en","type":"article","venue":"Smart Materials and Structures","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Triboelectric effect; Nanogenerator; Materials science; Composite material","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":[0.0001580373,0.000186779,0.0003546407,0.00007922806,0.00008935427,0.00005960201,0.00005139505,0.00008715097,0.00003979719],"category_scores_gemma":[0.00009942098,0.0001629321,0.00003398736,0.0000894347,0.00002532901,0.00005492905,0.00003070156,0.00003670552,3.976384e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004217424,"about_ca_system_score_gemma":0.00002265155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002740534,"about_ca_topic_score_gemma":0.00000227967,"domain_scores_codex":[0.9990801,0.00003018822,0.0003735892,0.0001937635,0.00008722014,0.0002351678],"domain_scores_gemma":[0.9996184,0.00005221498,0.00005856257,0.0001677593,0.00006481103,0.00003823649],"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":[0.0001462893,0.000004132294,0.0002162925,0.0003569686,0.0000683859,6.352117e-7,0.00004631141,0.002782189,0.9936548,0.0008142035,0.0001235232,0.001786264],"study_design_scores_gemma":[0.0005700581,0.00006774633,0.004457251,0.00005874593,0.00003141324,0.00000395333,0.00001692884,0.0001330366,0.992287,0.0007654091,0.001454195,0.0001542829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951655,0.00045388,0.001382827,0.000006325943,0.00239216,0.0002273938,0.0000740608,0.0001173257,0.0001805214],"genre_scores_gemma":[0.9944375,0.00006705376,0.004913328,0.000007828407,0.0002136569,0.00004741077,0.0000152813,0.00002347254,0.0002745199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004240958,"threshold_uncertainty_score":0.6644178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0083860925324692,"score_gpt":0.2322471096990619,"score_spread":0.2238610171665927,"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."}}