{"id":"W1587025002","doi":"","title":"Factors Impacting the Effectiveness of Using Video Games to Teach Grade 8 Science: A Thematic Case Study","year":2009,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Mathematics education; Thematic analysis; Multimedia; Computer science; Pedagogy; Psychology; Qualitative research; Sociology; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004260081,0.0004951485,0.0004389136,0.001370322,0.002600908,0.0028692,0.00132919,0.001653956,0.002201002],"category_scores_gemma":[0.02226925,0.0004443486,0.0004945733,0.0006823312,0.001171171,0.001222351,0.001383576,0.001222521,0.0002721056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002458435,"about_ca_system_score_gemma":0.002759116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008087095,"about_ca_topic_score_gemma":0.01397565,"domain_scores_codex":[0.9963024,0.001781957,0.0002285553,0.0002410905,0.0006397851,0.0008062643],"domain_scores_gemma":[0.9862178,0.009567459,0.001526039,0.0002952684,0.001029975,0.001363408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001981979,0.03549907,0.4796077,0.0007051487,0.0002598958,0.01161916,0.35145,0.001053473,0.01032576,0.002147124,0.001056897,0.1042937],"study_design_scores_gemma":[0.0002582115,0.01205481,0.4136104,0.0003858861,0.0004478785,0.004006635,0.5494475,0.002549451,0.009014491,0.0007213838,0.007368507,0.0001349456],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989192,0.00001801263,0.00006324025,0.00003279275,0.000002122415,0.00004892004,0.000006307417,0.000001835123,0.0009075078],"genre_scores_gemma":[0.999034,0.0000688806,0.000291229,0.00001435349,0.000001763232,0.00004780005,0.00000941404,0.000002064451,0.0005303972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008087095,"threshold_uncertainty_score":0.02252972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06246267314204906,"score_gpt":0.4197061397011368,"score_spread":0.3572434665590877,"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."}}