{"id":"W2066312625","doi":"10.1038/nmat880","title":"V2O5 nanofibre sheet actuators","year":2003,"lang":"en","type":"article","venue":"Nature Materials","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":264,"is_retracted":false,"has_abstract":false,"ca_institutions":"JDSU (Canada)","funders":"Alexander von Humboldt-Stiftung; Welch Foundation","keywords":"Materials science; Actuator; Vanadium; Carbon nanotube; Electrochromism; Artificial muscle; Nanotechnology; Voltage; Electrochemistry; Modulus; Electroactive polymers; Composite material; Polymer; Smart material; Electrode; Electrical 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001714612,0.0004057178,0.0006517469,0.0001806359,0.0001811498,0.0004694824,0.0004721252,0.0006936219,0.02444463],"category_scores_gemma":[0.0004304174,0.0003378461,0.0001155816,0.0003044209,0.0001309186,0.0005164532,0.00005811325,0.0001569625,0.00293227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007939205,"about_ca_system_score_gemma":0.0001127814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001365812,"about_ca_topic_score_gemma":0.000003342337,"domain_scores_codex":[0.9967289,0.0006250884,0.0007002397,0.00064898,0.0006340211,0.0006628028],"domain_scores_gemma":[0.9986259,0.0001030521,0.000257943,0.00065078,0.0001581476,0.0002041377],"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":[0.00006707929,0.00004385215,0.00002093787,0.00005813711,0.00001126091,0.00002472359,0.0000835242,0.000002177985,0.9756876,0.02139816,0.0025243,0.00007822877],"study_design_scores_gemma":[0.0005650256,0.00005268469,0.0004543384,0.00003999862,0.00003304151,0.00007034395,0.0000329072,9.307603e-8,0.9608397,0.003002073,0.03452147,0.0003883046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872548,0.0002541778,0.0002204283,0.00022699,0.007381314,0.0004359201,0.0003533667,0.0004238566,0.003449133],"genre_scores_gemma":[0.9895629,0.00001562471,0.008493341,0.0009271573,0.0003512885,0.0000550035,0.00004451979,0.00007251564,0.0004775994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03199717,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005923058658275117,"score_gpt":0.2359590289375995,"score_spread":0.2300359702793244,"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."}}