{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001594355,0.00004757164,0.0000418415,0.00002575528,0.000008364154,0.00002108538,0.00006003734,0.00003489953,0.001811531],"category_scores_gemma":[0.000004560925,0.00004222863,0.00001535884,0.00006016932,0.000007572387,0.0000433945,0.000005620152,0.00007171055,0.001122183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001139566,"about_ca_system_score_gemma":0.00000304695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000125874,"about_ca_topic_score_gemma":0.000004724901,"domain_scores_codex":[0.9997618,0.000001748144,0.00006149762,0.00003903349,0.00003400388,0.000101915],"domain_scores_gemma":[0.9998156,0.00001226154,0.000001903978,0.0001097921,0.00001157816,0.00004884403],"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":[2.14222e-7,0.00008480499,0.0009883696,0.00005615252,0.00001212103,5.51833e-7,0.00008912475,0.003312775,0.008119645,0.008298947,0.7484468,0.2305905],"study_design_scores_gemma":[0.0001286188,0.00003259809,0.03853074,0.000007134864,0.000003414815,0.00001354791,0.00004875077,0.051585,0.001959264,0.0003643132,0.9070688,0.0002577487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08458474,0.0002120152,0.03268372,0.001540969,0.001091623,0.0006949838,9.453959e-7,0.01006524,0.8691258],"genre_scores_gemma":[0.9731259,0.000008436452,0.02432633,0.00007825913,0.00006362158,0.0001562433,0.00000334764,0.00001575823,0.002222093],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8885412,"threshold_uncertainty_score":0.9996555,"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."}}