{"id":"W4406137573","doi":"10.1109/tnnls.2024.3490152","title":"Guest Editorial: Special Issue on Deep Learning for Intelligent Media Computing and Applications","year":2025,"lang":"en","type":"editorial","venue":"IEEE Transactions on Neural Networks and Learning Systems","topic":"Educational and Technological Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of Regina","funders":"","keywords":"Computer science; Data science; Cognitive science; Human–computer interaction; Multimedia; Artificial intelligence; Psychology","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":[0.00643466,0.00389409,0.004495654,0.004420565,0.003013678,0.00932815,0.003155297,0.01554166,0.03260618],"category_scores_gemma":[0.01874135,0.001458327,0.002770763,0.001559256,0.001957236,0.004046263,0.002404097,0.01524654,0.01906518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002789059,"about_ca_system_score_gemma":0.002800926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001003588,"about_ca_topic_score_gemma":0.004099392,"domain_scores_codex":[0.9949929,0.0006168851,0.0004258023,0.0006596764,0.002842482,0.0004622618],"domain_scores_gemma":[0.9831277,0.004466471,0.001411338,0.0004496471,0.00687542,0.003669414],"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":[0.00004559197,0.00001102722,0.00002312799,0.0001187638,0.00002263012,0.00008065406,0.000003934164,0.00002599492,0.00008591043,0.0001569829,0.9949281,0.004497192],"study_design_scores_gemma":[0.0001498866,0.000049586,0.000385756,0.0003014249,0.00008721965,0.0002553402,0.00002512017,0.0004602534,0.0002588098,0.001472905,0.9965264,0.00002732131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004479289,0.003398842,0.000200576,0.02357814,0.9709966,0.0000216005,0.00007416477,0.0000744986,0.001610661],"genre_scores_gemma":[0.0004341545,0.00186489,0.0001243038,0.01058502,0.9767239,0.00002322273,0.00004596566,0.00005513497,0.01014345],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03260618,"threshold_uncertainty_score":0.1090785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526700082188837,"score_gpt":0.2937976033678114,"score_spread":0.278530602545923,"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."}}