{"id":"W2046247045","doi":"10.1080/18377122.2011.9730348","title":"Game-as-teacher: Modification by adaptation in learning through game-play","year":2011,"lang":"en","type":"article","venue":"Asia-Pacific Journal of Health Sport and Physical Education","topic":"Educational Games and Gamification","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"University of Victoria","keywords":"Adaptation (eye); Game based learning; Game design; Psychology; Computer science; Human–computer interaction; Mathematics education; Neuroscience","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":[],"consensus_categories":[],"category_scores_codex":[0.0008115675,0.0001810731,0.0003554049,0.0001804533,0.00008739194,0.00002676603,0.00014129,0.000110464,0.0001631693],"category_scores_gemma":[0.00002875735,0.0001735695,0.00007922614,0.0003334004,0.00008096142,0.0004141471,0.0000073919,0.0005459433,0.00005791221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551705,"about_ca_system_score_gemma":0.0006348284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255463,"about_ca_topic_score_gemma":0.000008259629,"domain_scores_codex":[0.9981473,0.0001393869,0.0008476251,0.0003000982,0.0002770225,0.0002885754],"domain_scores_gemma":[0.9982755,0.00004576079,0.001086081,0.0001987325,0.000229305,0.0001646325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003725133,0.005332386,0.09963533,0.00009978972,0.00006948208,0.000002121653,0.5182697,0.00004326157,0.000332938,0.05269444,0.00680992,0.3163381],"study_design_scores_gemma":[0.0009506787,0.001069684,0.6179845,0.0002168802,0.00005445487,0.0001231014,0.2765884,0.0002332311,0.0001700113,0.02166367,0.08055287,0.0003925046],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789438,0.002557896,0.0008332937,0.002539968,0.000875318,0.0003071058,0.000001912425,0.00001747763,0.01392322],"genre_scores_gemma":[0.9963266,0.0004435225,0.0004939711,0.0001726392,0.0003896321,0.00004197018,0.0001365083,0.00002508293,0.001970026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5183492,"threshold_uncertainty_score":0.707796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04910200922056278,"score_gpt":0.3676194725832965,"score_spread":0.3185174633627337,"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."}}