{"id":"W1549069064","doi":"10.3389/fncom.2014.00020","title":"Muscle synergies evoked by microstimulation are preferentially encoded during behavior","year":2014,"lang":"en","type":"article","venue":"Frontiers in Computational Neuroscience","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Emerging Frontiers in Research and Innovation; Canadian Institutes of Health Research; National Science Foundation","keywords":"Microstimulation; Neuroscience; Motor unit; Biology; Stimulation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002016036,0.000225336,0.0002014297,0.0003481987,0.0001211134,0.0001755721,0.0001305129,0.0002008172,0.0007928219],"category_scores_gemma":[0.001143235,0.0001425132,0.0001533457,0.0002282323,0.0003056475,0.0002367957,0.00036276,0.0002008002,0.00009286303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001560868,"about_ca_system_score_gemma":0.0001699803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003574706,"about_ca_topic_score_gemma":0.0007217753,"domain_scores_codex":[0.9998651,0.00001942575,0.00001111375,0.00003873465,0.00004110938,0.00002456011],"domain_scores_gemma":[0.9996141,0.0001316506,0.0001069977,0.00004815018,0.00004293697,0.00005610905],"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":[0.00007089813,0.00001151086,0.002581533,0.00006114454,0.00001404348,0.00007757064,0.00007867131,0.0003617231,0.9905422,0.0001662247,0.00002434912,0.006010153],"study_design_scores_gemma":[0.00001763554,0.0005451787,0.7364814,0.00002911608,0.00005938061,0.001015306,0.0002365378,0.009161471,0.2499912,0.001309159,0.001125247,0.00002843119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870144,0.000174261,0.01119551,0.00003862601,0.000009101055,0.00002778106,0.00007668518,0.00008106061,0.001382638],"genre_scores_gemma":[0.9961377,0.00009402008,0.003313347,0.00001841137,0.000004431914,0.0000234518,0.00007196303,0.000019546,0.0003171629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007928219,"threshold_uncertainty_score":0.002652287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007394416643573236,"score_gpt":0.2050530952512848,"score_spread":0.1976586786077116,"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."}}