{"id":"W39612912","doi":"","title":"“Voulez-Vous Jouer?” [Do you want to play?]: Game Development Environments for Literacy Skill Enhancement","year":2009,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Class (philosophy); Literacy; Video game; Mathematics education; Digital literacy; Videoconferencing; Pedagogy; Psychology; 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":[0.0001762411,0.0003212857,0.0003198308,0.0007806592,0.0003113669,0.0001839961,0.0003265334,0.000112082,0.002020905],"category_scores_gemma":[0.0002661341,0.0002887001,0.00004103512,0.0001583509,0.0002396241,0.0002300661,0.00004446925,0.0002676735,0.0002986798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001700527,"about_ca_system_score_gemma":0.0004626268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006672972,"about_ca_topic_score_gemma":0.0001007194,"domain_scores_codex":[0.9980589,0.00002437556,0.0004530834,0.0005859974,0.0003442591,0.0005334439],"domain_scores_gemma":[0.9987323,0.0002909496,0.0001631932,0.0003262247,0.0002182656,0.0002690675],"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":[0.00006337227,0.001047938,0.0006490832,0.00003593838,0.00005228721,0.000002365776,0.35119,4.00938e-7,0.0002810216,0.5133485,0.01419391,0.1191352],"study_design_scores_gemma":[0.0009586932,0.0005969403,0.005723206,0.0003331583,0.00004739792,0.000008327223,0.006161644,0.00002261349,0.00529938,0.6613268,0.3187585,0.0007633283],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.454435,0.0007697538,0.0002830145,0.5321815,0.00826814,0.001318731,0.00007798102,0.0001282332,0.00253767],"genre_scores_gemma":[0.9799479,0.000138065,0.002072295,0.002023521,0.001911482,0.000797157,0.0003344419,0.00002063886,0.01275446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.530158,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02400254430468399,"score_gpt":0.2657331208025384,"score_spread":0.2417305764978544,"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."}}