{"id":"W4406203386","doi":"10.61091/jcmcc123-13","title":"A Study of Gamification Design and Student Motivational Stimulation in Physical Education Instruction","year":2024,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physical education; Psychology; Class (philosophy); Mathematics education; Identity (music); Self-determination theory; Regression analysis; Intrinsic motivation; Control (management); Social psychology; Mathematics; Computer science; Autonomy; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004603666,0.0004541501,0.0004838878,0.0005862061,0.0004648746,0.001390283,0.0005324738,0.0005350385,0.00130916],"category_scores_gemma":[0.01450823,0.0002442501,0.0004001883,0.0003309996,0.00115079,0.001056595,0.00071327,0.001014567,0.0001168873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004487517,"about_ca_system_score_gemma":0.0006739149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003780074,"about_ca_topic_score_gemma":0.0004089859,"domain_scores_codex":[0.9975823,0.00187003,0.00005274183,0.0001526499,0.0002327067,0.0001094608],"domain_scores_gemma":[0.9896011,0.00885647,0.0005751441,0.0002946707,0.0002174786,0.000455081],"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":[0.00579947,0.05091391,0.2238931,0.001500961,0.0005309252,0.0007283618,0.06673069,0.01172996,0.03360402,0.05458638,0.001606941,0.5483753],"study_design_scores_gemma":[0.003561747,0.06771938,0.6270987,0.001127179,0.001138659,0.001918101,0.03015368,0.1251269,0.0485158,0.0592851,0.03389245,0.0004624325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930841,0.00009282479,0.004627289,0.00009678105,0.00001014871,0.0001004836,0.000004278912,0.00001950748,0.001964644],"genre_scores_gemma":[0.9895135,0.0001178416,0.00934424,0.00004538547,0.000006676129,0.0001954873,0.000008405898,0.000008511703,0.0007600277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004603666,"threshold_uncertainty_score":0.02434683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02886520233374801,"score_gpt":0.3371303581912783,"score_spread":0.3082651558575303,"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."}}