{"id":"W2918676829","doi":"10.26522/tl.v12i1.443","title":"A Meta-Synthesis On The Application Of Gamification In The Higher Education Co-Curricular Environment","year":2019,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Educational Games and Gamification","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Higher education; Order (exchange); Psychology; Meta-analysis; Computer science; Engineering ethics; Knowledge management; Engineering; Political science; Medicine; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0358117,0.001873625,0.005870387,0.01540712,0.001022264,0.005951614,0.002022518,0.001720903,0.005831214],"category_scores_gemma":[0.124428,0.0009564811,0.01022541,0.009283759,0.001963559,0.004151518,0.003409874,0.003478297,0.00041723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007534903,"about_ca_system_score_gemma":0.01160359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006443321,"about_ca_topic_score_gemma":0.01636546,"domain_scores_codex":[0.9770815,0.01307232,0.005489723,0.00127041,0.002776088,0.0003099613],"domain_scores_gemma":[0.8774471,0.1086026,0.005140193,0.003036873,0.005132135,0.0006412016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006893112,0.0001214288,0.0009672653,0.7804956,0.03148849,0.0001619907,0.004446708,0.001672228,0.0006485241,0.008395132,0.002368399,0.1685449],"study_design_scores_gemma":[0.0003086867,0.0005336559,0.00263157,0.8648773,0.07890122,0.0001589065,0.002019836,0.0006400872,0.0008086895,0.00761306,0.04142136,0.00008563595],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008104699,0.9707246,0.009414085,0.002895614,0.001193255,0.003002393,0.0008125625,0.00006127411,0.003791574],"genre_scores_gemma":[0.128019,0.8327839,0.02767929,0.002383966,0.0003652803,0.007219625,0.0006260766,0.00006018589,0.0008627021],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0358117,"threshold_uncertainty_score":0.1893927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914833024028157,"score_gpt":0.3153225906822883,"score_spread":0.2761742604420067,"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."}}