{"id":"W2946514075","doi":"","title":"Applications of Stochastic Processes to Modular Game Design","year":2019,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Artificial Intelligence in Games","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Modular design; Computer science; Mathematical economics; Economics; Programming language","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":[0.002899816,0.001021395,0.0009256785,0.001088266,0.000719794,0.001460743,0.001129363,0.001063581,0.004620652],"category_scores_gemma":[0.01457561,0.0006544661,0.001296559,0.0008925135,0.0019389,0.001673152,0.001876626,0.001832258,0.0002344602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001507538,"about_ca_system_score_gemma":0.001568406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003686987,"about_ca_topic_score_gemma":0.003662957,"domain_scores_codex":[0.9983728,0.0009732779,0.00008655716,0.0001518537,0.0002893199,0.0001261835],"domain_scores_gemma":[0.9907601,0.007761871,0.000469398,0.0002756321,0.0004345463,0.0002985762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003785364,0.0000728241,0.0005823398,0.00006882982,0.0000576705,0.00005720785,0.0001599879,0.4469394,0.0006316002,0.5310567,0.0005286233,0.01980698],"study_design_scores_gemma":[0.00001913625,0.00003144733,0.00009832021,0.00001090017,0.00001090195,0.00001325155,0.00001843897,0.7030055,0.0001423843,0.2958471,0.0007944503,0.000008181767],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.024699,0.000287039,0.9664668,0.0004796838,0.00006575894,0.00005214601,0.000022378,0.00006268248,0.007864493],"genre_scores_gemma":[0.8303925,0.000718397,0.1612947,0.0001457848,0.0001334392,0.0002229401,0.00005084017,0.00006045504,0.006980835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004620652,"threshold_uncertainty_score":0.01545757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09465455041391585,"score_gpt":0.369541026953121,"score_spread":0.2748864765392052,"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."}}