{"id":"W3091036964","doi":"","title":"Guidelines and Taxonomy for Educational Game and Gamification Design","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Taxonomy (biology); Game design; Computer science; Management science; Human–computer interaction; Data science; Engineering; Ecology; Biology","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":[0.01611147,0.00275219,0.001626809,0.008902624,0.00307779,0.01061685,0.004072703,0.005970743,0.017005],"category_scores_gemma":[0.04661036,0.002058127,0.002324369,0.006566504,0.004249255,0.007338352,0.005062447,0.005983285,0.01077177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005106786,"about_ca_system_score_gemma":0.008910032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006027034,"about_ca_topic_score_gemma":0.01199817,"domain_scores_codex":[0.9759701,0.01056839,0.00558379,0.001188346,0.005765271,0.0009241677],"domain_scores_gemma":[0.968541,0.01412524,0.00138431,0.003283139,0.01140927,0.001257016],"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":[0.0001927959,0.000586865,0.00171856,0.002575645,0.00004239464,0.0002930969,0.005856476,0.003512602,0.003242097,0.6407436,0.05054763,0.2906884],"study_design_scores_gemma":[0.0002036263,0.0003560846,0.00153245,0.004914848,0.00009478999,0.0007156206,0.003039527,0.02051627,0.004068357,0.4322247,0.5321925,0.0001411529],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002494712,0.001594852,0.9261187,0.003456084,0.0003529777,0.007231056,0.001335818,0.002828353,0.05458733],"genre_scores_gemma":[0.01035751,0.0009205463,0.9697771,0.0005402315,0.00003306531,0.009001773,0.0008911786,0.0003931254,0.00808543],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.017005,"threshold_uncertainty_score":0.08520657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.520219480193446,"score_gpt":0.6069459298196922,"score_spread":0.0867264496262462,"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."}}