{"id":"W4200270869","doi":"10.4018/978-1-7998-7271-9.ch014","title":"Game-Based Pedagogy","year":2021,"lang":"en","type":"book-chapter","venue":"Advances in game-based learning book series","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Meaning (existential); Literacy; Video game; Pedagogy; Visual literacy; Psychology; Sociology; Multimedia; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000275828,0.000721251,0.000824946,0.0004724587,0.0003298294,0.0004118205,0.0003346771,0.0002977927,0.01353755],"category_scores_gemma":[0.000190917,0.0007405511,0.0002988853,0.00003911228,0.0009222228,0.001491091,0.00004818506,0.001351901,0.0003247112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002378383,"about_ca_system_score_gemma":0.001072143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007484766,"about_ca_topic_score_gemma":0.001437922,"domain_scores_codex":[0.9971234,0.000131636,0.000773503,0.0008303011,0.0005309777,0.0006102441],"domain_scores_gemma":[0.9978487,0.0004940158,0.000571978,0.000574248,0.0003587556,0.0001522268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001014942,0.0003804389,0.00263561,0.004196124,0.0002030495,0.0005462368,0.3103548,0.01370237,0.000009712426,0.5739462,0.003516016,0.0894945],"study_design_scores_gemma":[0.0006089706,0.0003192227,0.00002146122,0.001569829,0.00007222663,0.000004688363,0.006454694,0.00006432543,0.0001015069,0.003406957,0.9865406,0.0008355362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003585121,0.1032232,0.0002236493,0.00174895,0.007883688,0.0008241184,0.0001194708,0.0006727385,0.8817191],"genre_scores_gemma":[0.04051348,0.004230291,0.0004144616,0.002174563,0.002989659,0.0001387802,0.001535707,0.000234379,0.9477687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9830245,"threshold_uncertainty_score":0.9995046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605012576134624,"score_gpt":0.264923421622301,"score_spread":0.2488732958609547,"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."}}