{"id":"W1538704054","doi":"10.25071/1916-4467.30960","title":"Epidemic: Learning Games Go Viral","year":2011,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Digital Games and Media","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Narrative; Adventure; Internet privacy; Computer science; Public relations; Sociology; Media studies; Political science; Artificial intelligence; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001863943,0.00007218362,0.0002109633,0.00008262812,0.0004700786,0.00005314325,0.000242475,0.00007359344,0.00001378921],"category_scores_gemma":[0.008811794,0.00004931417,0.0002480326,0.0001661269,0.00008721428,0.0002403218,0.00002019506,0.0001922436,0.000008605562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001606153,"about_ca_system_score_gemma":0.0005012891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01031021,"about_ca_topic_score_gemma":0.3837708,"domain_scores_codex":[0.9988472,0.0001447962,0.0002826559,0.00006378907,0.0003302557,0.0003312739],"domain_scores_gemma":[0.9981478,0.0001900913,0.0007227626,0.0000454616,0.0006961852,0.0001977051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008867785,0.00005190078,0.5537371,0.00001611939,0.0007704542,0.000005580667,0.08459896,0.00001817119,0.000005434927,0.03778074,0.3035636,0.01944314],"study_design_scores_gemma":[0.0001927702,0.00005202035,0.01586968,0.00004572128,0.00007614444,0.000001184168,0.01485508,0.000004164821,0.000008002589,0.004692828,0.9641188,0.00008365262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2381451,0.005077665,0.00002118869,0.04515899,0.0156995,0.0009785558,0.00005178126,0.00005803423,0.6948092],"genre_scores_gemma":[0.9158322,0.0003296506,0.0001684329,0.0005394235,0.0007278544,0.000006916155,4.173725e-7,0.000009552047,0.0823855],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6776872,"threshold_uncertainty_score":0.9995374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04684563483824676,"score_gpt":0.3099948980819159,"score_spread":0.2631492632436691,"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."}}