{"id":"W3173191279","doi":"10.1016/j.cag.2021.06.004","title":"Artist guided generation of video game production quality face textures","year":2021,"lang":"en","type":"article","venue":"Computers & Graphics","topic":"Face recognition and analysis","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Ubisoft (Canada)","funders":"","keywords":"Computer science; Rendering (computer graphics); Computer vision; Artificial intelligence; Face (sociological concept); Image translation; Property (philosophy); Texture synthesis; Translation (biology); Texture mapping; Computer graphics (images); Image (mathematics); Image texture; Image processing","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":[0.0005398857,0.0007552958,0.0005222652,0.0007823514,0.0002307451,0.0008923562,0.0008867736,0.0004238143,0.004791676],"category_scores_gemma":[0.0018371,0.0002961849,0.0006610753,0.0003514914,0.0002354501,0.0004350228,0.0007629389,0.0007665922,0.001727813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003246215,"about_ca_system_score_gemma":0.0003121631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002085569,"about_ca_topic_score_gemma":0.00398171,"domain_scores_codex":[0.999642,0.00004935559,0.00001228193,0.00009787246,0.0001431414,0.00005537684],"domain_scores_gemma":[0.9995414,0.0001334915,0.00002175927,0.00014655,0.0001128666,0.00004391943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001126023,0.0007459827,0.007333071,0.0004742967,0.0001855054,0.0005915149,0.0002823407,0.1145422,0.2186254,0.003681049,0.04163723,0.6107753],"study_design_scores_gemma":[0.0001250035,0.0002704807,0.005310384,0.00002975161,0.0000368265,0.0004626773,0.00009499783,0.8573474,0.1160696,0.002054521,0.01814994,0.00004843832],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3061426,0.0005849166,0.6409602,0.0002813245,0.0005761295,0.0007916903,0.005421279,0.02572889,0.01951303],"genre_scores_gemma":[0.622795,0.0002350722,0.3547818,0.0002160141,0.00006454112,0.0003399079,0.009476712,0.002115339,0.009975644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004791676,"threshold_uncertainty_score":0.01602978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07865855154018875,"score_gpt":0.3110414901879389,"score_spread":0.2323829386477501,"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."}}