{"id":"W4245340809","doi":"10.23919/cnsm50824.2020.9269079","title":"Technical Program Committee","year":2020,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Information and Communications Technology; Koç Üniversitesi; Région Normandie; Universidade Federal do Paraná; Iran Telecommunication Research Center; Università degli Studi di Ferrara; Universidad de la República Uruguay; Università di Bologna; Universidade de Coimbra; Tsinghua University; Ege Üniversitesi; Budapesti Műszaki és Gazdaságtudományi Egyetem; Imperial College London; Dalhousie University; University of Waterloo; University of Twente; Ningbo University; Ministère de la Défense Nationale; University of Missouri; York University; Centre National de la Recherche Scientifique; Manisa Celal Bayar Üniversitesi; Universidade Federal do Rio Grande do Sul; Institut national de recherche en informatique et en automatique (INRIA); Universitetet i Oslo; University College London; Fukuoka University; Florida International University","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":[],"consensus_categories":[],"category_scores_codex":[0.00001210064,0.00004434479,0.00004534001,0.00001064774,0.000006695994,0.00001042093,0.00006142446,0.00002825286,0.000393333],"category_scores_gemma":[0.000009127125,0.00004226833,0.00001659753,0.00008302347,0.00000570238,0.00001976715,0.000006543832,0.00008232645,0.0002494298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006528111,"about_ca_system_score_gemma":0.000003940892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.264593e-7,"about_ca_topic_score_gemma":0.000001372138,"domain_scores_codex":[0.9997846,0.000001695033,0.00005694919,0.00004444631,0.00003451194,0.00007774579],"domain_scores_gemma":[0.9998448,0.000008965618,0.000001755307,0.00006230339,0.000005521082,0.00007660398],"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":[0.000002979308,0.00008242355,0.001034989,0.0001994078,0.00002455217,0.000005262081,0.0006248847,0.02229354,0.01447651,0.01578067,0.7863897,0.1590851],"study_design_scores_gemma":[0.00007379409,0.0000288398,0.001619642,0.000002033555,0.000002343176,0.000002913855,0.00002405909,0.05199435,0.001375916,0.00001851479,0.9447533,0.000104268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02488502,0.0004386221,0.1703452,0.01459705,0.001002266,0.0005749754,0.000004640786,0.02138527,0.766767],"genre_scores_gemma":[0.9804235,0.00000940295,0.01874669,0.0004503322,0.0001236669,0.00002417542,0.000004059862,0.0000158014,0.0002023319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9555385,"threshold_uncertainty_score":0.430672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881657289056602,"score_gpt":0.2847848354703232,"score_spread":0.2559682625797572,"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."}}