{"id":"W2073518570","doi":"10.1123/jpah.2014-0159","title":"Low-Cost and Scalable Classroom Equipment to Promote Physical Activity and Improve Education","year":2014,"lang":"en","type":"article","venue":"Journal of Physical Activity and Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mayo Clinic","keywords":"Physical activity; Quarter (Canadian coin); Intervention (counseling); Physical education; Physical therapy; Medicine; Psychology; Mathematics education; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008269441,0.0008828994,0.0003907249,0.0005659069,0.0002761666,0.0004714004,0.00158872,0.0007082944,0.005429953],"category_scores_gemma":[0.00179973,0.0002308489,0.0005712925,0.0002099846,0.0003198787,0.000536416,0.0007489278,0.0006439565,0.0006638432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002507771,"about_ca_system_score_gemma":0.0006221075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001146465,"about_ca_topic_score_gemma":0.002467431,"domain_scores_codex":[0.9991723,0.0002060435,0.00007775596,0.0001705446,0.0002735489,0.00009968526],"domain_scores_gemma":[0.9991292,0.0002864652,0.0001887351,0.00007669842,0.0001230498,0.0001958346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003269052,0.06984174,0.1164984,0.00398432,0.000437139,0.0008426501,0.0008657913,0.004243409,0.3040296,0.0008173331,0.00330559,0.491865],"study_design_scores_gemma":[0.004263341,0.1806342,0.5322346,0.001839029,0.001173179,0.002360374,0.001451691,0.01222952,0.2327332,0.001090484,0.02975289,0.0002375056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798781,0.0006046956,0.01469994,0.0002873163,0.00009251674,0.001191994,0.0003407352,0.0004628251,0.00244194],"genre_scores_gemma":[0.9242271,0.0006096888,0.07032748,0.0001842984,0.00004985469,0.001651395,0.0005414788,0.00004667425,0.002362152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005429953,"threshold_uncertainty_score":0.01816499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239538415294457,"score_gpt":0.3398865728166476,"score_spread":0.3174911886637031,"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."}}