{"id":"W4234159644","doi":"10.1109/vtcfall.2013.6692016","title":"Technical Program Committee","year":2013,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Bahçeşehir Üniversitesi; Universitetet i Agder; Universidade de Pernambuco; Universidade Federal de Pernambuco; Peking University; Technische Universität Ilmenau; Instituto Superior Técnico; Singapore University of Technology and Design; RWTH Aachen University; Zhejiang University; Universidade Nova de Lisboa; Kungliga Tekniska Högskolan; Università degli Studi di Padova; Chalmers Tekniska Högskola; Beijing University of Posts and Telecommunications; University of Western Sydney; Pohang University of Science and Technology; Dankook University; University of New South Wales; University of Toronto; Indian Institute of Science; Institut National des Sciences Appliquées de Lyon; Université de Sherbrooke; National Institute of Information and Communications Technology; Southern Methodist University; Indian National Science Academy; McGill University; Korea Railroad Research Institute; Sapienza Università di Roma; Tokyo City University; Universidade da Beira Interior; Università degli Studi di Firenze; Cork Institute of Technology; Universidade de Aveiro; Université Paris Descartes; Keio University; University of the Aegean; Pontificia Universidade Católica do Paraná; City University of Hong Kong; Marmara Üniversitesi; Kyung Hee University; University of Miami","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00787068,0.000945907,0.0007682457,0.003798932,0.003376688,0.005732298,0.001832795,0.002449994,0.4749382],"category_scores_gemma":[0.01104819,0.0005570286,0.0007907539,0.001516082,0.0006374743,0.002310898,0.003008534,0.002809365,0.4173892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003496778,"about_ca_system_score_gemma":0.01066656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0040535,"about_ca_topic_score_gemma":0.009004003,"domain_scores_codex":[0.9949626,0.0006655631,0.0001921527,0.0006542498,0.002822973,0.0007024232],"domain_scores_gemma":[0.9809688,0.0009637108,0.0003909408,0.001421666,0.01334656,0.002908347],"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":[0.00005171167,0.00007894056,0.0002402809,0.0000720376,0.000002978927,0.00002197002,0.00004493893,0.00007271417,0.000856763,0.004439889,0.9514862,0.04263156],"study_design_scores_gemma":[0.000009188122,0.00002694114,0.0005458161,0.00004833641,0.000003470279,0.0000181879,0.00006977064,0.0001176601,0.0006826568,0.0008797012,0.9975941,0.000004111864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003498093,0.001843448,0.0133573,0.03413818,0.03097168,0.003536538,0.008749032,0.002483523,0.9014223],"genre_scores_gemma":[0.001872343,0.0003865894,0.001353462,0.001560119,0.001224015,0.0004308045,0.002098033,0.0003001347,0.9907745],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4749382,"threshold_uncertainty_score":0.7489369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013318459484812,"score_gpt":0.2687494886055408,"score_spread":0.2554310291207288,"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."}}