{"id":"W4403270629","doi":"10.1123/jtpe.2023-0343","title":"Using Group Concept Mapping to Conceptualize Meaningfulness in Physical Education With Secondary Students","year":2024,"lang":"en","type":"article","venue":"Journal of Teaching in Physical Education","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Physical education; Psychology; Group (periodic table); Mathematics education; Pedagogy; Group dynamic; Developmental psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008635879,0.0001275267,0.0002555922,0.0003115376,0.0001868117,0.0002531859,0.0002282843,0.00004507714,0.00001513509],"category_scores_gemma":[0.0001626736,0.000100904,0.00007226346,0.0005309742,0.00008634857,0.0008669624,0.00002421044,0.000615064,0.000004477544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006230654,"about_ca_system_score_gemma":0.001269688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001809793,"about_ca_topic_score_gemma":0.0004263683,"domain_scores_codex":[0.9981835,0.0004587365,0.0003517009,0.0002046272,0.0005784746,0.0002229213],"domain_scores_gemma":[0.9992831,0.0002163148,0.0001842728,0.00009133873,0.00008666545,0.0001383059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006100899,0.003077377,0.01621274,0.00005846644,0.00004607431,0.000006020438,0.799311,0.002539735,0.001443336,0.08566899,0.0007931886,0.09078204],"study_design_scores_gemma":[0.003172013,0.001514582,0.3412652,0.01405825,0.0003973757,0.00007207348,0.442968,0.01577783,0.001068397,0.09342981,0.08411993,0.002156584],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953403,0.0001077912,0.0009342568,0.0008594837,0.00115605,0.0002533253,0.000001384297,0.00001623105,0.001331127],"genre_scores_gemma":[0.9966242,0.000002490343,0.0007580823,0.0001851099,0.002309799,0.00001424225,0.000006091566,0.00001564463,0.00008428773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3563431,"threshold_uncertainty_score":0.4114746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04531081317890921,"score_gpt":0.4221646220575572,"score_spread":0.376853808878648,"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."}}