{"id":"W1967360390","doi":"10.5430/ijhe.v2n2p106","title":"Adaptivity in Educational Games: Including Player and Gameplay Characteristics","year":2013,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Educational Games and Gamification","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Educational game; Computer science; Game mechanics; Turns, rounds and time-keeping systems in games; Mathematics education; Instructional design; Multimedia; Video game design; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018697,0.0005315132,0.0004256743,0.001650071,0.0003207836,0.003177705,0.0005353433,0.0005293041,0.001484043],"category_scores_gemma":[0.01623526,0.0002529715,0.0004543287,0.0007521319,0.001177909,0.00215057,0.001831441,0.0006475251,0.000218885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005121832,"about_ca_system_score_gemma":0.0003019385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007303109,"about_ca_topic_score_gemma":0.000841272,"domain_scores_codex":[0.9980604,0.0008191147,0.0001795592,0.0002833432,0.0005531387,0.000104446],"domain_scores_gemma":[0.9898137,0.007244335,0.001161673,0.0006764944,0.0006412656,0.0004624669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001592572,0.001675241,0.5493999,0.0009921901,0.0007054208,0.0009357641,0.01992366,0.01675174,0.02967594,0.03510766,0.0008244888,0.3424155],"study_design_scores_gemma":[0.00009425056,0.001527117,0.8641021,0.000359913,0.0004578845,0.002036871,0.008304933,0.06962051,0.008551612,0.03511759,0.009663953,0.0001633079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128147,0.0006309922,0.06157865,0.0001513037,0.00002524541,0.0004113583,0.00009832214,0.0001776648,0.02411182],"genre_scores_gemma":[0.9917937,0.0001080265,0.007067192,0.00002176652,0.00000584103,0.00009899989,0.0000535615,0.00003362387,0.0008173819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003177705,"threshold_uncertainty_score":0.009887993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03450437571582612,"score_gpt":0.3707096772302731,"score_spread":0.336205301514447,"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."}}