{"id":"W2487427966","doi":"10.4018/978-1-59904-808-6.ch038","title":"Descriptors of Quality Teachers and Quality Digital Games","year":2009,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Quality (philosophy); Computer science; Reading (process); Multimedia; Task (project management); Digital learning; Mathematics education; Digital native; Order (exchange); Psychology; World Wide Web; Engineering; Political 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"],"consensus_categories":[],"category_scores_codex":[0.0007575472,0.000269605,0.0005541741,0.0000437546,0.0001750037,0.0001343537,0.0002499473,0.0004562305,0.00003765129],"category_scores_gemma":[0.0002562044,0.0002680253,0.000216175,0.00002103871,0.0005737552,0.0001272439,0.00007167708,0.0003363427,0.0000152474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000184344,"about_ca_system_score_gemma":0.0005486659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001510431,"about_ca_topic_score_gemma":0.001600104,"domain_scores_codex":[0.998011,0.0001278149,0.0005265797,0.0003866707,0.0006248335,0.0003231],"domain_scores_gemma":[0.9989141,0.00009584385,0.0004252148,0.0002440913,0.0001205033,0.0002002202],"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":[0.00001601138,0.00001119469,0.0009856872,0.00001825463,0.00004005195,0.000003020788,0.0009953488,1.733962e-7,0.000004240582,0.7771617,0.0002474388,0.2205169],"study_design_scores_gemma":[0.0003014464,0.0001031965,0.001775461,0.0001652434,0.00006200704,0.000001499769,0.002257833,2.167062e-7,0.000008837998,0.3397403,0.6550518,0.0005321885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01933915,0.0004352033,0.00001164029,0.0002314437,0.0001499877,0.0001819396,0.0001370543,0.0001020256,0.9794115],"genre_scores_gemma":[0.7051563,0.00003056906,0.0005336758,0.0001935569,0.0004649324,0.000001742727,0.000008861717,0.00002302801,0.2935873],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6858243,"threshold_uncertainty_score":0.9999772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04887583797464151,"score_gpt":0.3428491038256626,"score_spread":0.2939732658510211,"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."}}