{"id":"W3207543928","doi":"10.5539/ass.v17n11p1","title":"Factors Contributing to Collaborative Game-Based Learning (CGBL) Effectiveness","year":2021,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Educational Games and Gamification","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Learning environment; Collaborative learning; Scopus; Computer science; Game based learning; Thematic analysis; Psychology; Mathematics education; Multimedia; Sociology; Qualitative research; Political science; Social science","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":[0.0008053036,0.00008657203,0.0001261662,0.00006268312,0.0006235448,0.0001021494,0.0001726714,0.00005462203,0.0002113178],"category_scores_gemma":[0.0007621384,0.00008550684,0.00003848907,0.001836328,0.000211391,0.00009015141,0.00003748536,0.0001302638,0.00008786767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001984469,"about_ca_system_score_gemma":0.000522981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002946843,"about_ca_topic_score_gemma":0.00000989536,"domain_scores_codex":[0.9985881,0.0002576604,0.0001193758,0.0003740921,0.0002705394,0.0003902458],"domain_scores_gemma":[0.9989539,0.0002210466,0.00008039518,0.0001079637,0.0005271471,0.0001095586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008356816,0.0004501525,0.3151934,0.00002248651,0.00005234184,0.00001488523,0.1076148,0.00005987651,0.05761629,0.2987011,0.0005399761,0.2196511],"study_design_scores_gemma":[0.0001808739,0.00004126133,0.9614028,0.00001150215,0.00000546518,3.723655e-7,0.01994934,0.000003227623,0.006336566,0.0002437958,0.01171479,0.0001099603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8901073,0.00004956746,0.004873507,0.002604228,0.0008396509,0.0002451086,0.00001479026,0.0000544825,0.1012114],"genre_scores_gemma":[0.9989181,2.021263e-7,0.0001253088,0.0002451051,0.0001332698,0.00003743299,0.00001634774,0.000006941515,0.0005173142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6462094,"threshold_uncertainty_score":0.4795865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557029089277271,"score_gpt":0.3725933160188235,"score_spread":0.3470230251260508,"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."}}