{"id":"W2054270165","doi":"10.1016/j.jbiomech.2003.12.033","title":"Effects of shortening on stretch-induced force enhancement in single skeletal muscle fibers","year":2004,"lang":"en","type":"article","venue":"Journal of Biomechanics","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Fiber; Materials science; Anatomy; Biophysics; Chemistry; Composite material; Medicine; Biology","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":[0.000117332,0.0001119931,0.0002209519,0.0003614114,0.00002065488,0.00001034975,0.00008896647,0.00005410087,0.000005316078],"category_scores_gemma":[0.00002187664,0.0001041391,0.0001073381,0.0003769605,0.000007176499,0.000123093,0.00001096277,0.0001633205,4.044405e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001534278,"about_ca_system_score_gemma":0.00001657451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000422809,"about_ca_topic_score_gemma":0.000005086009,"domain_scores_codex":[0.9991773,0.00001131124,0.0003390094,0.00006977675,0.0002207529,0.0001818772],"domain_scores_gemma":[0.9996631,0.00004517813,0.0001293605,0.00006953043,0.00004815483,0.00004473866],"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":[0.00001036803,0.0001290173,9.646094e-7,0.000067173,0.00006932509,0.00001081551,0.0002962243,0.0004288494,0.84036,0.00008429016,0.00001737822,0.1585256],"study_design_scores_gemma":[0.0009682751,0.001125545,0.0002733606,0.0002608087,0.00001860169,0.000004356334,0.0001998102,0.001159676,0.9951787,0.0005952746,0.0001030051,0.0001125725],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914044,0.0002292642,0.007760995,0.00004682193,0.0003276196,0.00008844518,5.059473e-7,0.0000155926,0.0001263497],"genre_scores_gemma":[0.9989455,0.0001352902,0.0008325796,0.00002528224,0.00004189767,0.000002327778,4.779141e-7,0.00001437166,0.000002269017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.158413,"threshold_uncertainty_score":0.4246668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008856696538245544,"score_gpt":0.2110945698955438,"score_spread":0.2022378733572982,"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."}}