{"id":"W4398783913","doi":"10.7554/elife.88344.3.sa2","title":"eLife Assessment: A three filament mechanistic model of musculotendon force and impedance","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Singapore Institute of Manufacturing Technology; Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Protein filament; Physics; Computer science; Biology","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":[0.0004325575,0.0006315633,0.0006917472,0.0007309703,0.0009932914,0.001125526,0.002908509,0.00324774,0.01016996],"category_scores_gemma":[0.001408599,0.0006214692,0.001252099,0.0004116689,0.001223303,0.001432666,0.001686361,0.001212807,0.001307666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063575,"about_ca_system_score_gemma":0.001071665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008413491,"about_ca_topic_score_gemma":0.003553254,"domain_scores_codex":[0.9998502,0.00002712554,0.000007628814,0.00003688534,0.00005009857,0.00002813587],"domain_scores_gemma":[0.9996812,0.00008337494,0.00005955704,0.00004046741,0.0000671708,0.00006808766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006033239,0.00005844008,0.0007166996,0.00006275545,0.00004485447,0.0004259291,0.0001305429,0.8954412,0.006906695,0.0879859,0.001999513,0.006167099],"study_design_scores_gemma":[0.00001841922,0.00001936231,0.0002080908,0.000009782375,0.000009006567,0.00006260053,0.00001443182,0.9869077,0.0002057847,0.009968729,0.00256469,0.00001139951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1127878,0.0008936126,0.7882876,0.003001112,0.0003486845,0.0001721108,0.001015204,0.001560167,0.0919337],"genre_scores_gemma":[0.856859,0.001145364,0.08857293,0.0007447008,0.000170741,0.0006906295,0.0005945528,0.0004739089,0.05074812],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01016996,"threshold_uncertainty_score":0.03402185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02452045517620924,"score_gpt":0.2815716838377107,"score_spread":0.2570512286615014,"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."}}