{"id":"W4323687943","doi":"10.1117/12.2667947","title":"The use of nylon actuators within an active textile for applications in compression therapies","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Actuator; Materials science; Microcontroller; Compression (physics); Textile; Nylon 6; Voltage; Automotive engineering; Composite material; Mechanical engineering; Computer science; Electrical engineering; Engineering; Polymer; Computer hardware; Artificial intelligence","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":[0.0004272438,0.0004263834,0.0001285703,0.0002350363,0.0001560358,0.0003008515,0.0002910031,0.0003468046,0.0007082215],"category_scores_gemma":[0.0004035164,0.0001450903,0.0001998533,0.0001748672,0.0002343368,0.0004625434,0.0001922323,0.0002265568,0.0001889442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001518033,"about_ca_system_score_gemma":0.0001431229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000178073,"about_ca_topic_score_gemma":0.0004749149,"domain_scores_codex":[0.9997979,0.00004166187,0.00001363835,0.0000499444,0.00007617079,0.0000208281],"domain_scores_gemma":[0.9996274,0.0001132681,0.0001413978,0.00003226108,0.00005068594,0.00003504677],"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":[0.00002225105,0.00001722293,0.000183692,0.00004279698,0.000002024039,0.00002807396,0.000007999567,0.0001298714,0.9964045,0.00006722062,0.00001561987,0.00307882],"study_design_scores_gemma":[0.000006333021,0.000584516,0.004135255,0.00001418576,0.00001369276,0.0002909063,0.00001843426,0.002178919,0.9904813,0.00006808496,0.002197573,0.00001078929],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192289,0.002543567,0.07233005,0.0001688835,0.0000900693,0.0001149914,0.00008588361,0.0002047025,0.005233057],"genre_scores_gemma":[0.9400056,0.001172812,0.05582021,0.00006987139,0.00002553074,0.000049286,0.00005954377,0.00002939776,0.002767756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007082215,"threshold_uncertainty_score":0.002369225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05647426406659006,"score_gpt":0.283340316211199,"score_spread":0.226866052144609,"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."}}