{"id":"W2805952675","doi":"10.1242/jeb.175794","title":"Transverse anisotropy in the deformation of the muscle during dynamic contractions","year":2018,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anisotropy; Transverse plane; Deformation (meteorology); Physics; Anatomy; Biology; Optics; Meteorology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004296643,0.0002429146,0.0002140116,0.0007738018,0.0001960332,0.0004946525,0.0001274258,0.0003324249,0.001322275],"category_scores_gemma":[0.001627741,0.0003330463,0.0001784749,0.0005085795,0.0004268354,0.0004470141,0.0003622408,0.0002026379,0.0002344886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001127295,"about_ca_system_score_gemma":0.0001255646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479705,"about_ca_topic_score_gemma":0.001640089,"domain_scores_codex":[0.9997657,0.00003831062,0.00002273631,0.00008036253,0.00006201797,0.00003087385],"domain_scores_gemma":[0.9995241,0.0001807782,0.0001333294,0.00005500552,0.00007016558,0.00003660417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007962078,0.00004175898,0.051372,0.0001879885,0.0001013684,0.0005852159,0.0009215224,0.003510292,0.8914849,0.0003134936,0.0002886943,0.0503966],"study_design_scores_gemma":[0.00001282719,0.0002402588,0.9487674,0.00003780008,0.00006126846,0.002091254,0.0004020497,0.006615001,0.04008757,0.000438506,0.001200476,0.00004545155],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893088,0.0007518246,0.007905447,0.00006502477,0.00001296046,0.0000207976,0.0002025559,0.00005270187,0.001679698],"genre_scores_gemma":[0.9972173,0.0002891287,0.001730629,0.00001782358,0.00001250847,0.0000190858,0.0000952758,0.00002043394,0.0005977719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001479705,"threshold_uncertainty_score":0.00442344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007939229843093188,"score_gpt":0.2493498673344825,"score_spread":0.2414106374913893,"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."}}