{"id":"W4405650479","doi":"10.1016/j.tate.2024.104915","title":"Guiding teachers' game-based learning: How user experience of a digital curriculum guide impacts teachers’ self-efficacy and acceptance of educational games","year":2024,"lang":"en","type":"article","venue":"Teaching and Teacher Education","topic":"Educational Games and Gamification","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Mitacs","keywords":"Curriculum; Game based learning; Mathematics education; Psychology; Educational game; Pedagogy; Multimedia; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007791739,0.0002776794,0.0002821497,0.000310798,0.000141811,0.0002394467,0.0002055681,0.0001613119,0.0002038439],"category_scores_gemma":[0.0008981842,0.0002637943,0.00008854977,0.0002673428,0.0001865549,0.0005433374,0.00003874974,0.0005119427,0.00001052658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001381167,"about_ca_system_score_gemma":0.000468249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005251757,"about_ca_topic_score_gemma":0.000004031653,"domain_scores_codex":[0.9980584,0.0003024529,0.0004782003,0.0006023828,0.0002707297,0.0002877921],"domain_scores_gemma":[0.998543,0.0005026954,0.0003134617,0.0003531572,0.0001234703,0.0001642337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002144622,0.003338168,0.3666006,0.0002193282,0.0001726757,4.717448e-7,0.3657281,0.00001536757,0.002662986,0.0196052,0.01422745,0.2274082],"study_design_scores_gemma":[0.0006990291,0.0002582274,0.7810451,0.0006399963,0.0001943962,0.00005120019,0.06386031,0.0004550575,0.0002641942,0.0006263522,0.1513103,0.0005958329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829186,0.006539115,0.0005874144,0.004817262,0.0005780505,0.0003198329,0.000007062946,0.0001137389,0.004118898],"genre_scores_gemma":[0.9817728,0.00005004318,0.002559513,0.00006232363,0.000364763,0.0001121199,0.00009626028,0.00004544849,0.01493675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4144444,"threshold_uncertainty_score":0.9999814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168794194756457,"score_gpt":0.3482737127804774,"score_spread":0.3265857708329128,"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."}}