{"id":"W2201169983","doi":"","title":"FOURTH NORTH AMERICAN SURVEY OF UNDERGRADUATE BIOMECHANICS INSTRUCTION IN KINESIOLOGY/EXERCISE SCIENCE","year":2011,"lang":"en","type":"article","venue":"ISBS - Conference Proceedings Archive","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kinesiology; Biomechanics; Sports biomechanics; Sports science; Medical education; Psychology; Medicine; Engineering; Simulation; Anatomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005726524,0.0001667503,0.0003787071,0.0004671978,0.0002549962,0.000009011407,0.0004701968,0.00004693046,0.00005568626],"category_scores_gemma":[0.0005642883,0.0001486712,0.00003013418,0.001588631,0.0008703685,0.0002631709,0.0001950898,0.0004742131,0.00006159973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006621411,"about_ca_system_score_gemma":0.001223806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104919,"about_ca_topic_score_gemma":0.004644804,"domain_scores_codex":[0.9982225,0.00008225554,0.0004956153,0.0004405143,0.0002285086,0.0005305946],"domain_scores_gemma":[0.998228,0.0001366662,0.0005164602,0.000156026,0.0007689776,0.0001939346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002195306,0.0001823695,0.9030241,0.0001102413,0.000007466077,3.364657e-7,0.02632925,2.839779e-7,0.006723205,0.0390236,0.00008133939,0.02429826],"study_design_scores_gemma":[0.0003547633,0.0001737825,0.9693893,0.0001163127,0.00000771442,4.396057e-7,0.003236695,0.001191099,0.0007258365,0.02457261,0.00007208802,0.000159376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931147,0.00000311087,0.0004640481,0.0002334241,0.0003123037,0.0004316161,0.00004779032,0.00004272881,0.005350315],"genre_scores_gemma":[0.9981642,0.0001006394,0.001412649,0.0001311353,0.00002773956,0.00007544306,0.0000229191,0.00001357646,0.0000517478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06636515,"threshold_uncertainty_score":0.9955363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.146594584141909,"score_gpt":0.404056136677541,"score_spread":0.2574615525356321,"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."}}