{"id":"W3124041513","doi":"10.1126/science.abc4538","title":"Unipolar stroke, electroosmotic pump carbon nanotube yarn muscles","year":2021,"lang":"en","type":"article","venue":"Science","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":212,"is_retracted":false,"has_abstract":true,"ca_institutions":"Miller Group (Canada)","funders":"Air Force Office of Scientific Research; Project 211; National Key Research and Development Program of China Stem Cell and Translational Research; Australian Research Council; National Research Foundation of Korea; National Natural Science Foundation of China","keywords":"Carbon nanotube; Stroke (engine); Materials science; Nanotube; Mechanics; Nanotechnology; Mechanical engineering; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001168828,0.0001960334,0.0001273357,0.0001526447,0.0001743823,0.0002914303,0.000281729,0.0003328653,0.0007112744],"category_scores_gemma":[0.000191489,0.0001184671,0.00009712948,0.0001400674,0.0003264909,0.0005586631,0.0002133051,0.0002494332,0.0003214096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002378393,"about_ca_system_score_gemma":0.0001474231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002057738,"about_ca_topic_score_gemma":0.0006914117,"domain_scores_codex":[0.9999063,0.000007490418,0.000006718832,0.00002749482,0.00004198894,0.00001011316],"domain_scores_gemma":[0.9999021,0.00001666564,0.00004320861,0.000008501476,0.00001607258,0.00001345087],"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":[0.00003995467,0.00001629787,0.000116029,0.00006905451,0.000002806818,0.00005988441,0.00002035775,0.0002005025,0.9898238,0.0006573815,0.0001794035,0.008814519],"study_design_scores_gemma":[0.00001424712,0.0003724244,0.002660908,0.0000138782,0.000008473369,0.000565399,0.00003136769,0.004784795,0.9831331,0.0004457621,0.007949829,0.00001978481],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9207431,0.006259954,0.06178408,0.000382816,0.0002172698,0.0001336052,0.0002573938,0.0003999628,0.009821853],"genre_scores_gemma":[0.9444616,0.002665801,0.04025023,0.0002113689,0.00004040454,0.0001084858,0.0001025084,0.00004831443,0.01211123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007112744,"threshold_uncertainty_score":0.002379417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00946882676767568,"score_gpt":0.2117636845477703,"score_spread":0.2022948577800946,"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."}}