{"id":"W2226810329","doi":"","title":"What Digital Games and Web Pages Have Learned From Good Teachers","year":2006,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; World Wide Web; Multimedia; Mathematics education; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001007747,0.0002448716,0.0002539403,0.0005145444,0.0001030144,0.0002078403,0.0002257455,0.0002504537,0.001208443],"category_scores_gemma":[0.0001844156,0.0002351523,0.00003146291,0.000307555,0.0006397944,0.0002812142,0.00005084489,0.0004169619,0.0001853038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000043359,"about_ca_system_score_gemma":0.0002193078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008988078,"about_ca_topic_score_gemma":0.0005755486,"domain_scores_codex":[0.998477,0.000047,0.0003087532,0.0006450604,0.0002023274,0.0003198439],"domain_scores_gemma":[0.9984081,0.0008071797,0.0001606961,0.0003551407,0.0001422562,0.0001266462],"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":[0.00002074778,0.000449486,0.09941896,0.000005479632,0.00005467169,0.000003019248,0.002327023,1.737034e-7,0.0004253837,0.8104981,0.01165972,0.07513725],"study_design_scores_gemma":[0.0004603189,0.00005933822,0.2053097,0.00006257242,0.00002525132,0.0000133279,0.003198395,0.00001318704,0.000132107,0.7792482,0.01122622,0.0002514118],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3586957,0.004296933,0.0000124012,0.6201851,0.002646149,0.0002331,0.00006472677,0.000123132,0.01374274],"genre_scores_gemma":[0.980354,0.000842939,0.0002260235,0.0002983979,0.000871453,0.0002485018,0.0005116171,0.0000228373,0.01662421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6216583,"threshold_uncertainty_score":0.9997046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03709729388630494,"score_gpt":0.2943026231103831,"score_spread":0.2572053292240781,"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."}}