{"id":"W3202130403","doi":"10.2196/28896","title":"Team Building Through Team Video Games: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Flow Experience in Various Fields","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Team effectiveness; Video game; Cohesion (chemistry); Team composition; Psychological safety; Group cohesiveness; Psychology; Team learning; Applied psychology; Multimedia; Computer science; Knowledge management; Social psychology; Cooperative learning; Teaching method; Mathematics education","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00117462,0.0006047736,0.002920386,0.0001548937,0.0002418759,0.0002525924,0.0006287302,0.0006583476,0.005355138],"category_scores_gemma":[0.001883231,0.0004999512,0.001211154,0.0004939975,0.0004271743,0.0002964505,0.0001933442,0.0007604538,0.0005550215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001208005,"about_ca_system_score_gemma":0.0003082042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002913354,"about_ca_topic_score_gemma":0.00006079381,"domain_scores_codex":[0.9943554,0.001406787,0.001484378,0.00112261,0.0005948615,0.001035975],"domain_scores_gemma":[0.995569,0.002121941,0.0005181657,0.001373471,0.00022437,0.0001930833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8727919,0.0008713748,0.00004113597,0.00002633756,0.0009514178,0.0002782454,0.02911603,0.0000210714,0.00234306,0.01584975,0.07319237,0.004517261],"study_design_scores_gemma":[0.8734865,0.0003868095,0.00002733001,0.00007065485,0.0001693657,0.0001775775,0.004364436,0.0001411392,0.001240582,0.003343947,0.1160058,0.0005858177],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7148914,0.004075172,0.00135454,0.001642223,0.0112355,0.008044589,0.0000105875,0.0006870873,0.2580589],"genre_scores_gemma":[0.9534903,0.0002052968,0.003252254,0.002539644,0.001726535,0.007452177,0.00001750154,0.000128106,0.03118824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2385988,"threshold_uncertainty_score":0.9997452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482868756608901,"score_gpt":0.3372492478172933,"score_spread":0.3224205602512042,"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."}}