{"id":"W4406622581","doi":"10.58459/icce.2016.1231","title":"Game Design as Problem Solving","year":2016,"lang":"en","type":"article","venue":"International Conference on Computers in Education","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Game design; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003884576,0.001514078,0.0006778222,0.001392825,0.00146641,0.008845971,0.001693726,0.002529464,0.01010271],"category_scores_gemma":[0.007376777,0.0004564384,0.0007824099,0.001451675,0.0152864,0.00582653,0.003712478,0.002771907,0.001549414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003269393,"about_ca_system_score_gemma":0.002159724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002618149,"about_ca_topic_score_gemma":0.001847552,"domain_scores_codex":[0.9944907,0.003638115,0.0002573031,0.0005759011,0.0008320615,0.0002059039],"domain_scores_gemma":[0.9961187,0.002725689,0.0002198122,0.0004801277,0.0002886474,0.0001670802],"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":[0.00001397332,0.00003091491,0.0001363526,0.0003166568,0.00001182148,0.00005292199,0.002699014,0.003182461,0.000467685,0.966687,0.002360303,0.02404099],"study_design_scores_gemma":[0.00003599961,0.00008071375,0.000172645,0.0003431108,0.00001381083,0.0002670483,0.001718093,0.007579807,0.0008246184,0.7085438,0.280395,0.00002536191],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01345564,0.01014267,0.6069379,0.009365038,0.0007963994,0.0007093882,0.0001514834,0.0006312368,0.3578103],"genre_scores_gemma":[0.4185269,0.008070188,0.499689,0.00262425,0.0003272797,0.001723342,0.0003112032,0.0003912986,0.06833642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01010271,"threshold_uncertainty_score":0.03379697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06624149978679482,"score_gpt":0.3733027987289433,"score_spread":0.3070612989421485,"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."}}