{"id":"W4224757234","doi":"10.18122/ijpah1.1.8.boisestate","title":"Path Associations Between Preservice Physical Educators’ Beliefs About Epistemology and Their Value and Self-Efficacy for Sport Education and Teaching Games for Understanding","year":2022,"lang":"en","type":"article","venue":"International Journal of Physical Activity and Health","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Psychology; Value (mathematics); Constructivist teaching methods; Physical education; Mathematics education; Path analysis (statistics); Constructivism (international relations); Self-efficacy; Teaching method; Pedagogy; Epistemology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006429877,0.0001223601,0.0003536102,0.0001156885,0.0004143931,0.000050527,0.0001019261,0.00003948385,0.000005903093],"category_scores_gemma":[0.00005048012,0.0001104629,0.00007241264,0.0000351331,0.00005275524,0.0002026272,0.000065224,0.0003386697,9.60726e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002418961,"about_ca_system_score_gemma":0.0002401944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001737163,"about_ca_topic_score_gemma":0.000007252375,"domain_scores_codex":[0.9990445,0.0001353223,0.0002479412,0.0002283696,0.0001770032,0.0001668237],"domain_scores_gemma":[0.9982022,0.000956337,0.0005366577,0.0000617589,0.0001027808,0.0001402475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000325018,0.008315959,0.1483017,0.0001978644,0.0008978944,0.000002041502,0.1078095,0.00002401191,0.0001675282,0.5788984,0.002388988,0.1526711],"study_design_scores_gemma":[0.001853837,0.0009921286,0.9344094,0.00006464929,0.00006309588,0.00007015539,0.007391954,0.0005461955,0.00001685092,0.04887699,0.005537118,0.0001776472],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849147,0.0001300557,0.003847404,0.01002038,0.0004176725,0.0003584594,0.0001387297,0.00001191819,0.0001607224],"genre_scores_gemma":[0.997705,0.00002518799,0.0004513969,0.0004663144,0.001202314,0.0000355739,0.00003528098,0.00001353196,0.00006534025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7861077,"threshold_uncertainty_score":0.4504547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06093750752942037,"score_gpt":0.4030993567334974,"score_spread":0.3421618492040771,"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."}}