{"id":"W3044596537","doi":"","title":"Serious gaming for understanding complex systems","year":2012,"lang":"en","type":"article","venue":"","topic":"Educational Games and Gamification","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Computer science","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":[0.0003091119,0.001118888,0.000325973,0.0004767989,0.0005424724,0.002075674,0.0008408168,0.0007945551,0.01216776],"category_scores_gemma":[0.001774427,0.0002668427,0.0004897231,0.0003197043,0.001468306,0.003485411,0.002145516,0.001781628,0.0006914598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005278803,"about_ca_system_score_gemma":0.00047348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002523949,"about_ca_topic_score_gemma":0.004028738,"domain_scores_codex":[0.9998633,0.00006455208,0.000004957,0.00002595032,0.00002554305,0.00001574719],"domain_scores_gemma":[0.9994405,0.0003719111,0.00002001813,0.00006967536,0.00002759397,0.00007030586],"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":[0.0001420417,0.0001394281,0.00253801,0.0006050713,0.00009637245,0.0003139958,0.002661514,0.0217246,0.01184384,0.781192,0.007676425,0.1710666],"study_design_scores_gemma":[0.00002443507,0.00008726593,0.001766797,0.0001545375,0.00004227554,0.0002823499,0.0009893402,0.09649099,0.002396646,0.8574072,0.04032799,0.00003010077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.09073627,0.005374953,0.8054192,0.00356215,0.0003385441,0.0001951602,0.0002079057,0.001142765,0.09302305],"genre_scores_gemma":[0.7265682,0.003397632,0.2508147,0.0003601151,0.00009370817,0.0002264983,0.0002250392,0.0001798107,0.01813427],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01216776,"threshold_uncertainty_score":0.0407052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2393300289916402,"score_gpt":0.4014552605096921,"score_spread":0.1621252315180519,"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."}}