{"id":"W4390989762","doi":"10.5267/j.ijdns.2023.11.003","title":"Teacher-student rapport and gamified learning: Investigating the role of interpersonal variables in classroom integration","year":2024,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Educational Games and Gamification","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King Faisal University; King Khalid University","keywords":"Interpersonal communication; Excellence; Psychology; Context (archaeology); Pedagogy; Mathematics education; Interpersonal relationship; Social psychology","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":[0.002433622,0.00006395413,0.00009286196,0.0001521394,0.00005320507,0.0001559173,0.0006622017,0.00002969417,0.00004094049],"category_scores_gemma":[0.0001953946,0.00004348328,0.00001731591,0.000268542,0.0003180972,0.0005041011,0.0001651963,0.0002882665,0.000001207644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003073881,"about_ca_system_score_gemma":0.0001809372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006207146,"about_ca_topic_score_gemma":0.00001830799,"domain_scores_codex":[0.9988849,0.00007945111,0.0003673167,0.0001968168,0.0003663174,0.0001052481],"domain_scores_gemma":[0.9991696,0.0002976411,0.0002116587,0.0001187779,0.0001559865,0.00004635594],"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":[0.00008924239,0.0001755656,0.3529161,0.00001120267,0.00017356,0.00001189891,0.03179966,0.0003946957,0.007797967,0.08892764,0.003730267,0.5139722],"study_design_scores_gemma":[0.0006427741,0.00029121,0.7248261,0.001094042,0.0000757664,0.0005999508,0.07031891,0.1206233,0.0002964344,0.02154268,0.059432,0.0002568542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869648,0.004324749,0.002738326,0.002941297,0.001130727,0.0000654703,0.000008921997,0.000005429137,0.001820319],"genre_scores_gemma":[0.9980181,0.0002332051,0.001052647,0.0001077655,0.0004212075,0.000002261699,0.00001510507,0.000003965672,0.0001457837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5137154,"threshold_uncertainty_score":0.1773197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04485222625878962,"score_gpt":0.3707190592390423,"score_spread":0.3258668329802527,"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."}}