{"id":"W2905949727","doi":"10.5430/ijhe.v7n6p191","title":"Factors Affecting the Behavior and Stages of Readiness to Change Exercise Behaviour among University Students","year":2018,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Sports and Physical Education Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contemplation; Stratified sampling; Psychology; Test (biology); Applied psychology; Mathematics education; Medical education; Medicine; Statistics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003498632,0.00006419419,0.0001131851,0.0001837571,0.0001694617,0.00001808961,0.0003426436,0.00004173515,0.0006010309],"category_scores_gemma":[0.0000451259,0.0000435956,0.00003715922,0.0001402193,0.00007448682,0.000219202,0.00008705581,0.0002066474,0.000006100521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257702,"about_ca_system_score_gemma":0.0002021016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008514633,"about_ca_topic_score_gemma":0.00004956504,"domain_scores_codex":[0.9990234,0.00009853097,0.0002417151,0.00008493266,0.0004466588,0.0001047323],"domain_scores_gemma":[0.9979661,0.0001522046,0.0003576242,0.00009280178,0.001323434,0.0001078254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004060166,0.0002714407,0.9835079,0.000007911869,0.00001976311,8.199772e-7,0.009676567,1.472169e-7,0.0001030743,0.0001744513,0.002508349,0.003688933],"study_design_scores_gemma":[0.0001658294,0.00006577735,0.9876461,0.0001854957,0.0000382784,5.72608e-7,0.008162861,1.902117e-7,0.0001689884,0.00002961915,0.003496029,0.00004028157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948671,0.00004285044,0.000004481887,0.001366458,0.003172951,0.0003623981,0.000009411402,0.000003747927,0.0001705649],"genre_scores_gemma":[0.9952765,0.00002224573,0.00003516069,0.0001176679,0.000999842,0.00001119968,0.000005517231,0.000007260267,0.003524611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004138139,"threshold_uncertainty_score":0.6580868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054575219303644,"score_gpt":0.5062540885908337,"score_spread":0.4007965666604693,"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."}}