{"id":"W3095822459","doi":"10.34190/gbl.20.142","title":"Endowing a Game-Based Learning Hub for Augmenting Teaching and Learning: Design, Constellations and Perceptions from a Teachers Perspective","year":2020,"lang":"en","type":"article","venue":"","topic":"Educational Games and Gamification","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"European Commission","keywords":"Perspective (graphical); Constellation; Perception; Computer science; Game based learning; Mathematics education; Game design; Learning design; Multimedia; Human–computer interaction; Knowledge management; Psychology; Artificial intelligence","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":[0.002938562,0.0003969024,0.0001932198,0.000811531,0.001182104,0.004531812,0.0007455578,0.0007355171,0.00139976],"category_scores_gemma":[0.004589993,0.0003825633,0.0002012427,0.0003076557,0.002385823,0.003091023,0.002776365,0.0007323575,0.0003097825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009934665,"about_ca_system_score_gemma":0.001044733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00122631,"about_ca_topic_score_gemma":0.002627953,"domain_scores_codex":[0.9980245,0.00123656,0.00007792801,0.0001175511,0.0003152442,0.000228298],"domain_scores_gemma":[0.9977475,0.001157061,0.00018239,0.0001699196,0.0002060855,0.0005370867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006624231,0.002193593,0.1334348,0.001221141,0.0000530331,0.002752447,0.4951982,0.004892611,0.1041171,0.06081295,0.002789169,0.1918724],"study_design_scores_gemma":[0.000206548,0.003971761,0.09101614,0.0008937264,0.0001635269,0.005112923,0.6260251,0.0410978,0.04695488,0.01980633,0.1644634,0.0002879761],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941047,0.000160084,0.04656354,0.0007351999,0.00002076017,0.0004100119,0.00003095753,0.0002236177,0.01080885],"genre_scores_gemma":[0.9672601,0.000131335,0.03013116,0.00005288408,0.000003850766,0.000158074,0.00002036517,0.00002725146,0.002214921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004531812,"threshold_uncertainty_score":0.01554084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05533544351102541,"score_gpt":0.3440551172524003,"score_spread":0.2887196737413749,"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."}}