{"id":"W4378418327","doi":"10.18280/ria.370216","title":"Real-Time Deepfake Image Generation Based on Stylegan2-ADA","year":2023,"lang":"en","type":"article","venue":"Revue d intelligence artificielle","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Image (mathematics); Programming language; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006241855,0.0009135624,0.0004484087,0.00037357,0.0002233834,0.0004230909,0.0009502365,0.0006913069,0.003184292],"category_scores_gemma":[0.001078474,0.000318288,0.0005145195,0.0001944641,0.0003894437,0.0007086928,0.0006891789,0.001151882,0.0009455073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004385307,"about_ca_system_score_gemma":0.0003124108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151749,"about_ca_topic_score_gemma":0.002344449,"domain_scores_codex":[0.9997436,0.00004751555,0.000008646527,0.00007984968,0.00007758458,0.00004265836],"domain_scores_gemma":[0.9996696,0.0001074345,0.00002833293,0.00009070326,0.00008182089,0.00002206068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005391436,0.0002805676,0.002256337,0.000179295,0.0001582357,0.0002816819,0.0001158668,0.344918,0.05772171,0.004846665,0.01104312,0.5776594],"study_design_scores_gemma":[0.00001853195,0.00008160765,0.0003662906,0.000006530165,0.00001092015,0.0001154581,0.000008096983,0.9776357,0.01890865,0.001090558,0.001747448,0.00001021922],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08533219,0.0005285383,0.8954037,0.0003219568,0.0002711737,0.0001896813,0.0002610201,0.01094718,0.006744582],"genre_scores_gemma":[0.6637093,0.0001893081,0.3256209,0.0004191074,0.00006380181,0.0002093092,0.0007959373,0.0004315225,0.008560793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003184292,"threshold_uncertainty_score":0.01065248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.030146144739623,"score_gpt":0.2643592427478495,"score_spread":0.2342130980082265,"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."}}