{"id":"W2333630783","doi":"10.1142/9789812774118_0033","title":"STABLE NEURAL ARCHITECTURE OF DYNAMIC NEURAL UNITS WITH ADAPTIVE TIME DELAYS","year":2006,"lang":"en","type":"article","venue":"Applied Artificial Intelligence","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Artificial neural network; Architecture; Artificial intelligence","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":[0.00009904851,0.0002217892,0.0002288833,0.00008792622,0.0001823017,0.00009134081,0.0008023902,0.00004985247,0.00002390707],"category_scores_gemma":[0.000003836349,0.0001817507,0.0000423705,0.001216775,0.0001655125,0.000150711,0.0001551215,0.0002443659,0.00006913151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002290564,"about_ca_system_score_gemma":0.00004950029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001600726,"about_ca_topic_score_gemma":0.0002197275,"domain_scores_codex":[0.9984162,0.00003000157,0.0003851077,0.0004862752,0.0002779538,0.0004044695],"domain_scores_gemma":[0.9989214,0.0001489883,0.0001777309,0.0005340214,0.0001384338,0.00007942341],"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":[0.00006972595,0.0001229186,0.0000114084,0.000006866295,0.00001267029,0.000009001127,0.0001832574,0.2112039,0.02859523,0.5782999,0.000141882,0.1813432],"study_design_scores_gemma":[0.00003761416,0.0001482752,0.0001415136,0.00001284939,0.00001328743,0.00001825741,0.00006137393,0.8741754,0.04805695,0.07678422,0.0002310616,0.0003192424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1115586,0.00005627485,0.8842914,0.0004553715,0.00006250927,0.0004368412,0.00001482633,0.0001703875,0.002953839],"genre_scores_gemma":[0.9846804,0.000002128078,0.01492144,0.0001177022,0.00007246628,0.00004814835,0.00001398667,0.00001750428,0.0001262484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8731217,"threshold_uncertainty_score":0.7411578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901975005330849,"score_gpt":0.2258104722236982,"score_spread":0.2067907221703897,"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."}}