{"id":"W1533732250","doi":"10.1002/0471743984.vse0668","title":"Artificial Intelligence: Game Playing Systems","year":2005,"lang":"en","type":"other","venue":"Van Nostrand's Scientific Encyclopedia","topic":"Artificial Intelligence in Games","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001303365,0.00093514,0.0008915241,0.001444105,0.0004743065,0.002525596,0.004346866,0.0007871839,0.003913749],"category_scores_gemma":[0.0002387399,0.0008938263,0.000357085,0.001821488,0.0008129474,0.0006965509,0.0005347405,0.0008553516,0.01029511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001631782,"about_ca_system_score_gemma":0.0005185311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002160866,"about_ca_topic_score_gemma":0.0004720218,"domain_scores_codex":[0.9927683,0.0002235918,0.001444806,0.002408881,0.001705471,0.001448933],"domain_scores_gemma":[0.9956547,0.0002837237,0.0007310971,0.002583327,0.0002218783,0.0005252801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001516415,0.000401389,0.00009305128,0.0002041871,0.0001251658,0.0001863317,0.002462038,0.001663789,0.0003762113,0.0656426,0.517444,0.411386],"study_design_scores_gemma":[0.00003805702,0.0000676476,0.00001366398,0.0004468876,0.00004671896,0.00003796351,0.0002330581,0.01920171,0.0006106207,0.00312449,0.9749346,0.001244605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001072262,0.003024428,0.3303292,0.0002703638,0.02021751,0.001166444,0.0001205018,0.001619986,0.6431443],"genre_scores_gemma":[0.01432186,0.0009136774,0.01712997,0.0001078541,0.004775933,0.0001447285,0.0001089674,0.000629964,0.961867],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4574905,"threshold_uncertainty_score":0.9993513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02956731555407336,"score_gpt":0.2793499618393051,"score_spread":0.2497826462852318,"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."}}