{"id":"W1999778833","doi":"10.1145/1935701.1935721","title":"Futura","year":2010,"lang":"en","type":"article","venue":"","topic":"Educational Games and Gamification","field":"Psychology","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Computer science; Experiential learning; Embodied cognition; Futures studies; Collaborative learning; Human–computer interaction; Game design; Focus (optics); Knowledge management; Multimedia; Artificial intelligence; Mathematics education; Psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000403738,0.00001892307,0.00001624197,0.00001257657,0.0000134442,0.000005933082,0.00004367344,0.00002646442,0.02309986],"category_scores_gemma":[0.000005972578,0.00001505073,0.00001048869,0.00003151496,0.00001165331,0.0000137252,0.000002534054,0.00005821578,0.003019084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000115958,"about_ca_system_score_gemma":0.000005200525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000031665,"about_ca_topic_score_gemma":0.0000169359,"domain_scores_codex":[0.9998235,0.000003852103,0.00003842413,0.00006212966,0.00002510292,0.00004697308],"domain_scores_gemma":[0.9998052,0.00001655704,0.000009744757,0.0001303952,0.00001813513,0.00002002924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001265671,0.00003766172,0.003548004,2.565656e-7,0.000002948136,1.681663e-7,0.0005086254,1.693744e-8,0.003408768,0.9197664,0.0423503,0.0303756],"study_design_scores_gemma":[0.00003947763,0.000004455592,0.4322269,1.103273e-7,9.74681e-7,0.000007232557,0.0003809483,0.00000160771,0.0001102217,0.001750259,0.5654523,0.00002553219],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4783916,0.000008845708,0.0001352021,0.003236484,0.001609656,0.00002277315,3.757888e-7,0.00002550835,0.5165696],"genre_scores_gemma":[0.9194884,3.266571e-7,0.0009644977,0.0004392822,0.0003089903,0.00001014809,0.00000467515,0.000002406452,0.07878128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9180161,"threshold_uncertainty_score":0.9977572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186215980152535,"score_gpt":0.3439082802647812,"score_spread":0.3252866822495277,"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."}}