{"id":"W4205216864","doi":"10.1109/netsoft51509.2021.9492544","title":"Technical Program","year":2021,"lang":"en","type":"article","venue":"","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Argonne National Laboratory; National Institute of Information and Communications Technology; Télécom Paris; U.S. Navy; University of California, Davis; National Institute of Informatics; National Taiwan University; Université Libanaise; Universidade de Coimbra; Technische Universität München; University of Nebraska-Lincoln; Umeå Universitet; Universidade Estadual de Campinas; Universidad Carlos III de Madrid; Università degli Studi di Genova; Keio University; Hong Kong Polytechnic University; Tokyo City University; Nanjing University of Posts and Telecommunications; Universiteit Gent; iMinds; Scuola Superiore Sant'Anna; Brown University; Ministerio de Economía y Competitividad; University of Colorado Colorado Springs; Lunds Universitet; Ege Üniversitesi; Technische Universität Dresden; Centre National de la Recherche Scientifique; San José State University; Politechnika Warszawska; Carnegie Mellon University; Korea University; Nanjing University; Pohang University of Science and Technology; University of Texas at Dallas; University of Science and Technology of China; University of Newcastle Australia; Technische Universiteit Delft; University of Tehran; Universiteit van Amsterdam; Danmarks Tekniske Universitet; Yeungnam University; King Saud University; Iran Telecommunication Research Center; University of Macedonia; Karlstads universitet; Politecnico di Torino; Università di Catania; Dalhousie University; McGill University; Institut national de recherche en informatique et en automatique (INRIA); Budapesti Műszaki és Gazdaságtudományi Egyetem; Eötvös Loránd Tudományegyetem; National University of Singapore; University College London; Saint Louis University; Yuhan; University of Portsmouth; Santa Clara University; Queen Mary University of London; Saint Joseph University; Università degli Studi di Trento","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":["insufficient_payload"],"category_scores_codex":[0.001339024,0.001108847,0.0006229565,0.002408089,0.001440489,0.002583774,0.001633,0.00117812,0.6903918],"category_scores_gemma":[0.002025648,0.000298837,0.0006052626,0.001247958,0.0003720571,0.001556314,0.002516671,0.001157964,0.6330428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185021,"about_ca_system_score_gemma":0.002256162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001191097,"about_ca_topic_score_gemma":0.002171206,"domain_scores_codex":[0.999023,0.00009767882,0.00002531776,0.0002258873,0.0004529032,0.0001752305],"domain_scores_gemma":[0.9983305,0.0001394243,0.00003747604,0.0003059988,0.0006547114,0.0005319407],"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":[0.0002029683,0.000319992,0.0007869469,0.0002012181,0.000008008869,0.00007980602,0.00008159657,0.0001634861,0.006195291,0.01532463,0.7631605,0.2134755],"study_design_scores_gemma":[0.00002448911,0.000061174,0.0007722076,0.00003504138,0.0000075886,0.00008542876,0.00005308892,0.000318642,0.00357413,0.002406118,0.992656,0.000006030436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00365403,0.000587756,0.01774717,0.002991055,0.002509017,0.0006269264,0.008733192,0.005799888,0.957351],"genre_scores_gemma":[0.005883003,0.0003413625,0.004205686,0.0005142888,0.0003042696,0.0002233069,0.006759478,0.0006594777,0.9811091],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3096082,"threshold_uncertainty_score":0.4416185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507623962439722,"score_gpt":0.2727835240374908,"score_spread":0.2577072844130936,"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."}}