{"id":"W4414230990","doi":"10.1109/gem66882.2025.11155606","title":"Automated Guard Deployment and Squad Coordination: Enhancing Game Level Design","year":2025,"lang":"en","type":"article","venue":"","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Guard (computer science); Adversary; Software deployment; Key (lock); Plug-in; Architecture; Focus (optics); Automation","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":[0.001158309,0.001367426,0.0004921197,0.000770324,0.0003634433,0.002310453,0.001999796,0.0008718043,0.006251812],"category_scores_gemma":[0.00496971,0.0007849397,0.0007603053,0.0002197002,0.0008830593,0.001951498,0.002321658,0.00119639,0.002029667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007933623,"about_ca_system_score_gemma":0.001211929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486727,"about_ca_topic_score_gemma":0.003065648,"domain_scores_codex":[0.9988998,0.0002616759,0.00008975298,0.0002181404,0.0003694063,0.0001611384],"domain_scores_gemma":[0.9986835,0.0004701744,0.0001508152,0.0003017923,0.0002116426,0.0001820345],"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":[0.0007395553,0.0005889511,0.00947216,0.001083471,0.0001382985,0.0007681283,0.002235812,0.430656,0.125571,0.0475596,0.008794722,0.3723922],"study_design_scores_gemma":[0.00008761526,0.0002845937,0.001346308,0.00008818352,0.0000703199,0.0002482857,0.0002151723,0.9295013,0.0265919,0.01475225,0.02675355,0.00006054681],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03164198,0.0001416825,0.9523144,0.000143941,0.00004359122,0.0002654757,0.0001406358,0.007311098,0.007997274],"genre_scores_gemma":[0.3237394,0.0001796628,0.6696544,0.0001272454,0.00001159307,0.0002667634,0.0003997168,0.001396731,0.00422457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006251812,"threshold_uncertainty_score":0.02091438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05757869221416675,"score_gpt":0.3863569527218454,"score_spread":0.3287782605076787,"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."}}