{"id":"W2975017304","doi":"10.1109/cig.2019.8848040","title":"Using Simple Games to Evaluate Self-Organization Concepts: a Whack-a-mole Case Study","year":2019,"lang":"en","type":"article","venue":"2019 IEEE Conference on Games (CoG)","topic":"Reinforcement Learning in Robotics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Generality; Simple (philosophy); Hammer; Computer science; Task (project management); Industrial engineering; Engineering; Psychology; Epistemology; Mechanical engineering; Systems engineering","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":[0.002628468,0.001091707,0.0007418296,0.0008640054,0.0008082973,0.001362024,0.001617873,0.001631042,0.003212052],"category_scores_gemma":[0.01120664,0.0002704016,0.0006308553,0.0006840709,0.001502666,0.002203737,0.001439591,0.001461249,0.0003136963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001457179,"about_ca_system_score_gemma":0.0006049734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006700876,"about_ca_topic_score_gemma":0.008799664,"domain_scores_codex":[0.9980563,0.001146246,0.0000995256,0.0001739187,0.0003730948,0.0001509082],"domain_scores_gemma":[0.992718,0.005434216,0.0003791678,0.0005923853,0.0004496573,0.0004264946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003452702,0.009471444,0.02584689,0.001516533,0.0005716437,0.002382403,0.002860946,0.6505319,0.02298583,0.121505,0.006923802,0.1519509],"study_design_scores_gemma":[0.0005450005,0.002301097,0.005502791,0.00006432797,0.00008100818,0.0002745214,0.001058786,0.9268576,0.01570014,0.03962651,0.007914929,0.00007331052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.923164,0.0003068576,0.06179168,0.0004405267,0.00007447529,0.0008325138,0.0002972005,0.0002299871,0.01286288],"genre_scores_gemma":[0.9365687,0.0001176254,0.05960972,0.00009717349,0.00001260665,0.0002743409,0.0001921651,0.00004352973,0.003084145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006700876,"threshold_uncertainty_score":0.01390088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05754343499664861,"score_gpt":0.34501022742725,"score_spread":0.2874667924306014,"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."}}