{"id":"W2109692094","doi":"10.1002/9780470050118.ecse271","title":"Neural Network Architectures","year":2008,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Computer Science and Engineering","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Interpretability; Network topology; Computer science; Artificial neural network; Suite; Artificial intelligence; Deep neural networks; Distributed computing; Computer architecture; Computer network","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":[0.0001386952,0.0002521538,0.0002940768,0.0002766964,0.0001042962,0.00007833075,0.001255056,0.00008315939,0.00000601814],"category_scores_gemma":[0.000008804784,0.0002249285,0.00005068798,0.0009215331,0.0002127807,0.0001223843,0.0005410074,0.0002044963,0.000004372096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000120934,"about_ca_system_score_gemma":0.0000836398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002406725,"about_ca_topic_score_gemma":0.000003142443,"domain_scores_codex":[0.9983825,0.000008714931,0.0002171097,0.0005283435,0.0004208057,0.0004425442],"domain_scores_gemma":[0.9990414,0.00005390247,0.0001200281,0.0005686379,0.00004530951,0.0001706701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001170167,0.00003584444,0.0001947718,0.0001208183,0.00002922934,0.00003076657,0.0002890238,0.1453667,0.00006782021,0.008747003,0.5087752,0.3363417],"study_design_scores_gemma":[0.00008861763,0.00004632462,0.0007717082,0.0002027103,0.000005115538,0.0000641196,2.943569e-7,0.5136465,0.0000114471,0.0001239743,0.484687,0.0003521405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001164528,0.005252623,0.9135196,0.0003113797,0.002859954,0.0004978917,0.000006455672,0.0009033664,0.07548419],"genre_scores_gemma":[0.02428203,0.01598441,0.9299577,0.0009228876,0.00863298,0.0001102989,0.000009343695,0.0004876899,0.01961263],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3682798,"threshold_uncertainty_score":0.9172319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005539051035810803,"score_gpt":0.1950214526714487,"score_spread":0.1894824016356379,"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."}}