{"id":"W4411140298","doi":"10.1249/mss.0000000000004005","title":"Cycling Cleat Positioning Influences Achilles Tendon Strains, but at What Energetic Cost?","year":2025,"lang":"en","type":"preprint","venue":"Medicine & Science in Sports & Exercise","topic":"Tendon Structure and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cycling; Achilles tendon; Environmental science; Tendon; Anatomy; Biology; Geography","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":[0.0002394543,0.0004684848,0.0003872809,0.0002521372,0.0002228033,0.0007350252,0.0003355443,0.0005444125,0.003947015],"category_scores_gemma":[0.001086521,0.0002558107,0.0002905348,0.0002000478,0.0002290068,0.0003318074,0.0003945609,0.0001854321,0.0004991802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780759,"about_ca_system_score_gemma":0.0002703928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003461453,"about_ca_topic_score_gemma":0.00478638,"domain_scores_codex":[0.9998345,0.00004476207,0.00001207084,0.00004202735,0.00002894045,0.00003767655],"domain_scores_gemma":[0.9997063,0.00009652849,0.00007426861,0.00002639184,0.00004873935,0.00004774216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01012446,0.001370676,0.5078828,0.002544811,0.001282261,0.001040383,0.0007737182,0.01084541,0.3544674,0.0004756304,0.001138409,0.1080541],"study_design_scores_gemma":[0.00004953466,0.002352653,0.982242,0.0001538004,0.0002579015,0.0003989812,0.0004998969,0.005369516,0.007172692,0.0003311224,0.001138947,0.0000329887],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974608,0.0003987317,0.0009444398,0.00009875308,0.00001434382,0.00001985325,0.0001878071,0.00002449114,0.0008507009],"genre_scores_gemma":[0.9978514,0.0003426051,0.0007713904,0.00004390091,0.00001168882,0.00002277191,0.0003533761,0.00001067335,0.0005922467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003947015,"threshold_uncertainty_score":0.0132041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746302850630933,"score_gpt":0.3106837282472129,"score_spread":0.2932206997409035,"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."}}