{"id":"W4410478772","doi":"10.1155/ijcg/3609613","title":"Evolving Camouflages: A User‐Centric AI Approach for Game Aesthetics","year":2025,"lang":"en","type":"article","venue":"International Journal of Computer Games Technology","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Aesthetics; Human–computer interaction; Computer science; Game design; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0002736888,0.0001424365,0.0002661872,0.001515614,0.00004054959,0.0003077799,0.002765658,0.0001294817,0.000004713582],"category_scores_gemma":[0.0001309186,0.0001300674,0.0001525052,0.0006947857,0.0000829468,0.0004494259,0.0005055965,0.000241843,0.000003360024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133249,"about_ca_system_score_gemma":0.0001945626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.424527e-7,"about_ca_topic_score_gemma":4.777125e-7,"domain_scores_codex":[0.9985977,0.00003229067,0.0005855613,0.0002363829,0.0003401657,0.0002079438],"domain_scores_gemma":[0.9978366,0.00008764963,0.00037989,0.0003184383,0.001328478,0.00004894846],"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":[0.00002280787,0.000407131,0.002213312,0.00003072644,0.0003696067,0.00005766009,0.0001812831,0.003341689,0.0001268578,0.7452135,0.04494057,0.2030949],"study_design_scores_gemma":[0.001319197,0.0001825517,0.0002546858,0.0001217012,0.0000288281,0.0003568212,0.00004086035,0.7797884,0.0009455046,0.0218876,0.1948975,0.0001762957],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009553273,0.00035719,0.9872873,0.009654683,0.001325424,0.0001054643,0.000005201462,0.0001044177,0.000204939],"genre_scores_gemma":[0.4610397,0.0001599309,0.534013,0.003883163,0.0003017062,0.000007895677,0.00001301555,0.00001450624,0.000567041],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7764468,"threshold_uncertainty_score":0.5303995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009992992144242775,"score_gpt":0.3029945875627114,"score_spread":0.2930015954184687,"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."}}