{"id":"W7118293536","doi":"10.24908/encounters.v26i0.19262","title":"The Hand to the Sword Like the Mind to the Word: Learning Embodied Knowledge from Late Medieval Fight Books","year":2025,"lang":"en","type":"article","venue":"Encounters in Theory and History of Education","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Leeds","keywords":"Embodied cognition; SWORD; Field (mathematics); Point (geometry); Clothing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001576857,0.00042272,0.0002981238,0.001088008,0.002378463,0.004802505,0.000722585,0.0009034343,0.004784145],"category_scores_gemma":[0.004965445,0.0002392109,0.0001425147,0.0008458981,0.006466013,0.008682369,0.003064607,0.001769164,0.0007025459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002036107,"about_ca_system_score_gemma":0.001084401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004619323,"about_ca_topic_score_gemma":0.01391811,"domain_scores_codex":[0.9995389,0.0002354468,0.00001693924,0.00005700046,0.0001051323,0.00004661729],"domain_scores_gemma":[0.9981245,0.001457109,0.000106639,0.0001042575,0.0001267783,0.00008069724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006662507,0.0001876567,0.006103392,0.0004071616,0.000009222629,0.001277939,0.8309944,0.0003239126,0.001432034,0.05414793,0.004043955,0.1010057],"study_design_scores_gemma":[0.00002237239,0.0001842349,0.01414336,0.001521493,0.00002834794,0.001190994,0.7527712,0.0007597391,0.004445808,0.057358,0.167513,0.00006135273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8653678,0.002675436,0.004487142,0.003124556,0.00009387583,0.00007151443,0.00007687407,0.00003101583,0.1240719],"genre_scores_gemma":[0.9722683,0.002705737,0.003761909,0.0004175029,0.00003429361,0.00004812296,0.0001256313,0.00002289122,0.02061554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004802505,"threshold_uncertainty_score":0.01600456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100664291613008,"score_gpt":0.2443362331327627,"score_spread":0.2333295902166326,"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."}}