{"id":"W2150565421","doi":"","title":"How Content Matters: Rethinking Educational Games","year":2006,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Educational Games and Gamification","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; Simon Fraser University","funders":"","keywords":"Content (measure theory); Mathematics education; Computer science; Public relations; Pedagogy; Political science; Sociology; Psychology; Mathematics","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":[0.0001973463,0.000299105,0.000291073,0.0009306297,0.0001843873,0.0001351354,0.0003810621,0.0002529271,0.00266285],"category_scores_gemma":[0.0002674018,0.0002895629,0.00005556408,0.0006841937,0.0006196947,0.0001564124,0.00004848697,0.0005118937,0.0003078805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128538,"about_ca_system_score_gemma":0.0004264089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001130996,"about_ca_topic_score_gemma":0.0003204463,"domain_scores_codex":[0.998015,0.00007720988,0.0003914591,0.000702548,0.0003611402,0.0004526009],"domain_scores_gemma":[0.9977655,0.0009076196,0.0002726858,0.0004846423,0.0004297967,0.0001397596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000148703,0.0004337404,0.01852593,0.00001257812,0.00003354648,0.000001437832,0.0009997857,1.866715e-7,0.0007055276,0.9160159,0.06068235,0.002574211],"study_design_scores_gemma":[0.0003495399,0.00004890571,0.1755552,0.00007269923,0.00002475759,0.00003822184,0.000647629,0.000005884825,0.0003034369,0.8118564,0.01081969,0.000277667],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03885038,0.001271024,0.00006700134,0.9455661,0.005264568,0.0003134368,0.00003355748,0.0001107338,0.008523218],"genre_scores_gemma":[0.9489716,0.00006406561,0.001333067,0.001963687,0.002602789,0.0007051786,0.0004555527,0.00003018705,0.04387392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9436024,"threshold_uncertainty_score":0.9999557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05612718378496158,"score_gpt":0.2949069135117887,"score_spread":0.2387797297268271,"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."}}