{"id":"W2909048146","doi":"10.1108/ijwis.2010.36206baa.001","title":"Preface [to Lecture Notes in Computer Science 10960]","year":2018,"lang":"en","type":"article","venue":"RepositóriUM (Universidade do Minho)","topic":"Big Data and Digital Economy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Agenzia Nazionale per le Nuove Tecnologie, l'Energia e lo Sviluppo Economico Sostenibile; Centro Universitario de la Defensa de Zaragoza; Universitas Telkom; Universidad de Cuenca; Universitas Teknologi Yogyakarta; Instituto Politécnico de Bragança; Universidade do Minho; Nanjing University; Army Research Laboratory; Nanjing University of Information Science and Technology; Universidad de Valladolid; University of Tsukuba; Universidad de Oviedo; Università degli Studi dell'Aquila; Politechnika Wrocławska; Universitat de Barcelona; Curtin University of Technology; Università degli Studi di Sassari; Universidade de Coimbra; Universidad de Cantabria; Memorial University of Newfoundland; Universidade Federal do Rio Grande do Sul; Kuwait University; Universidad del Atlántico; East China Normal University; Università degli Studi di Perugia; KU Leuven; Ege Üniversitesi; University of California, Davis; Universidade da Beira Interior; Wonkwang University; Kunsan National University; Hannam University; Silesian University of Technology; Waseda University; University of Twente; Deakin University; Trinity College Dublin; University College Dublin; Uniwersytet Łódzki; Universität Potsdam; University of Leeds; Liverpool John Moores University; Universität Siegen; U.S. Department of Energy; Hong Kong Baptist University; Universidade Nova de Lisboa; Pennsylvania State University; Università degli Studi della Basilicata; Università degli Studi Mediterranea di Reggio Calabria; Monash University; Universidade de Aveiro; Universität Hamburg; Sungkyunkwan University; Covenant University; Norges Teknisk-Naturvitenskapelige Universitet; Universitat de Girona; National Physical Laboratory; Ulster University; Universidade de Trás-os-Montes e Alto Douro; Erciyes Üniversitesi; Yonsei University; Universidad de Málaga; Università degli Studi di Salerno; London South Bank University; Západočeská Univerzita v Plzni; University of Canterbury; University of Connecticut; Wageningen University and Research; La Trobe University; Universität Zürich; NetApp; Florida Atlantic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000880514,0.002091775,0.001743396,0.004516689,0.002395567,0.003156091,0.001468182,0.001379842,0.3626588],"category_scores_gemma":[0.005979802,0.0003874457,0.001069425,0.003751234,0.0004892773,0.002506011,0.001602409,0.002979384,0.2259712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193849,"about_ca_system_score_gemma":0.001708152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007923067,"about_ca_topic_score_gemma":0.009740753,"domain_scores_codex":[0.9995252,0.00006489634,0.00004442859,0.00009217307,0.0002258056,0.00004752375],"domain_scores_gemma":[0.9962257,0.0005752367,0.0001208857,0.0002062747,0.002139194,0.0007327187],"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":[0.00001761727,0.00001798123,0.00004372777,0.00008543961,0.000002539043,0.00002776695,0.000020554,0.00005382359,0.00008956907,0.0009732394,0.977134,0.02153378],"study_design_scores_gemma":[0.000007813368,0.00002513112,0.0008279139,0.0001674481,0.000005364629,0.00004141233,0.00004666788,0.0000881836,0.00008680824,0.001817944,0.9968765,0.000008778273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000952166,0.01791012,0.00592799,0.04104876,0.6112445,0.0004652087,0.008337357,0.00107026,0.3130437],"genre_scores_gemma":[0.005096375,0.01171559,0.001652487,0.006354977,0.1298,0.0002520182,0.006901322,0.001112298,0.837115],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3626588,"threshold_uncertainty_score":0.9090898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231132414751987,"score_gpt":0.2247988434804946,"score_spread":0.2124875193329747,"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."}}