{"id":"W3113312458","doi":"10.2196/25226","title":"A Mobile Serious Game About the Pandemic (COVID-19 - Did You Know?): Design and Evaluation Study","year":2020,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Educational Games and Gamification","field":"Psychology","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"HTML5; JavaScript; Computer science; Infographic; World Wide Web; Interactivity; Analytics; Multimedia; Internet privacy; Data 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":[0.0008609136,0.0002570932,0.0002634112,0.00007066119,0.0002067129,0.0001223063,0.0003370231,0.0001320399,0.0006709905],"category_scores_gemma":[0.0001720357,0.0001980645,0.00005355036,0.0003587055,0.0001195422,0.00011308,0.00006954307,0.0002668205,0.000219972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170804,"about_ca_system_score_gemma":0.0002186404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002088081,"about_ca_topic_score_gemma":0.00007686103,"domain_scores_codex":[0.9973619,0.0008127899,0.0004134113,0.0006836214,0.0004026698,0.0003256011],"domain_scores_gemma":[0.9985251,0.0002767929,0.0002349827,0.0005580262,0.0001314576,0.0002735738],"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":[0.0006976878,0.001515919,0.03809765,0.00008000181,0.0003587327,0.00001487137,0.4381617,0.002482964,0.00143612,0.0005694882,0.03443994,0.482145],"study_design_scores_gemma":[0.003487282,0.003071092,0.5273454,0.0000172,0.0002467312,0.00007646313,0.05294309,0.003630703,0.0000147405,0.0008969001,0.4077269,0.0005435601],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826394,0.006279422,0.0007214446,0.004047575,0.0004722444,0.005105659,0.00001166371,0.0002085852,0.0005139901],"genre_scores_gemma":[0.9899914,0.0002925699,0.0001070471,0.00322933,0.0003565714,0.004596228,0.00003166658,0.00004369226,0.001351452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4892477,"threshold_uncertainty_score":0.8076837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08560552679441708,"score_gpt":0.4099872611640835,"score_spread":0.3243817343696664,"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."}}