{"id":"W4386798086","doi":"10.1007/978-3-031-43412-9","title":"Machine Learning and Knowledge Discovery in Databases: Research Track","year":2023,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Télécom Paris; University of Illinois at Urbana-Champaign; Malaviya National Institute of Technology, Jaipur; Région Normandie; Instituto Superior Técnico; Shanghai University of Electric Power; Université de Lyon; University of Thessaly; Stockholms Universitet; University of Science and Technology of China; Julius-Maximilians-Universität Würzburg; Instituto Federal Goiás; Universidade Federal de Pernambuco; Rheinische Friedrich-Wilhelms-Universität Bonn; Shandong Academy of Sciences; Southeast University; Nanjing University; Univerza v Ljubljani; Université de Rennes 1; Universidade Federal de Minas Gerais; Università della Calabria; Wuhan University; Università degli Studi di Torino; Aristotle University of Thessaloniki; Anschutz Medical Campus, University of Colorado; Syddansk Universitet; Tsinghua University; Universidad Carlos III de Madrid; Universitat Politècnica de València; Humboldt-Universität zu Berlin; International Institute of Information Technology, Hyderabad; Ludwig-Maximilians-Universität München; Université de Versailles Saint-Quentin-en-Yvelines; Universität Paderborn; National Central University; Shandong University; Politechnika Warszawska; Universiteit Gent; Sapienza Università di Roma; Renmin University of China; Zhejiang University; Keele University; Università degli Studi di Verona; Universität Potsdam; AstraZeneca; Gottfried Wilhelm Leibniz Universität Hannover; Shanghai Jiao Tong University; Leibniz-Gemeinschaft; Simon Fraser University; Università degli Studi di Padova; Université de Namur; Universität Wien; China University of Petroleum, Beijing; Université Paris-Saclay; Aalto-Yliopisto; KU Leuven; Kyungpook National University; Universiteit Maastricht; University of Technology Sydney; Technische Universiteit Delft; Griffith University; University of South Australia; RMIT University; University of Electronic Science and Technology of China; Technische Universität Kaiserslautern; Monash University; Univerzita Karlova v Praze; University College Dublin; Jilin University; National University of Singapore; Politecnico di Torino; Indian Institute of Technology Gandhinagar; Universität Heidelberg; Université de Strasbourg; Conservatoire National des Arts et Métiers; Blekinge Tekniska Högskola; Beihang University; Chongqing University; University of Twente; University of Bristol; University of Bath; University of Oxford; Indian National Science Academy; University of Exeter; Sorbonne Université; Kungliga Tekniska Högskolan; Iowa State University; Universidade do Porto; Indian Institute of Technology, Patna; Boise State University; Institut \"Jožef Stefan\"; Uniwersytet Warszawski; Universität Bielefeld; Amazon Web Services; Itä-Suomen Yliopisto; Universidad Complutense de Madrid; Universidad de Castilla-La Mancha; Alibaba DAMO Academy; Amherst College; Indian Institute of Technology Jodhpur; Department for Enterprise, Trade and Investment, UK Government; University of Waikato; University of Ottawa; West Virginia University; Technische Universität Darmstadt; Università degli Studi di Trento; Michigan State University; Università degli Studi di Firenze; Université du Luxembourg; Università di Pisa; Scuola IMT Alti Studi Lucca; Universidad Autónoma de Madrid; Universiteit Utrecht; Temple University; Zhengzhou University; Indian Council of Agricultural Research; Heilongjiang University; College of Engineering, Michigan State University; University of Wyoming; Eidgenössische Technische Hochschule Zürich; Università Degli Studi di Modena e Reggio Emila; Université de Caen Normandie; Umeå Universitet; Helsingin Yliopisto; Carnegie Mellon University; Högskolan i Halmstad; Universität Osnabrück; Korea Advanced Institute of Science and Technology; Università degli Studi di Napoli Federico II; Malmö Högskola; University of Notre Dame; Xidian University; Università degli Studi di Cagliari; Florida Atlantic University; Aarhus Universitet; Universiteit Leiden; George Mason University; Universitetet i Oslo; Philipps-Universität Marburg; Universidad del Atlántico; Università di Macerata; University of Minnesota","keywords":"Computer science; Knowledge extraction; Track (disk drive); Database; Artificial intelligence; Information retrieval; Data science; Machine learning","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003504139,0.0003143503,0.0003856691,0.001491558,0.0003980246,0.001098683,0.002856806,0.0001418434,0.000002576896],"category_scores_gemma":[0.0004014255,0.0002896583,0.00003967793,0.003436903,0.0007971975,0.001190218,0.004167373,0.001817591,0.00007205623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003106717,"about_ca_system_score_gemma":0.001293269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001870724,"about_ca_topic_score_gemma":0.0008947801,"domain_scores_codex":[0.9960734,0.0001687579,0.0004074203,0.001788595,0.0007671789,0.0007946695],"domain_scores_gemma":[0.9964794,0.002023324,0.0001046943,0.001115134,0.0001347762,0.0001426738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002167807,0.00007159849,0.0003536003,0.00008404411,0.000004151238,0.0000838921,0.001563243,0.001934264,0.00004296436,0.007070813,0.0003740759,0.9884152],"study_design_scores_gemma":[0.0002250243,0.00009297029,0.0005295747,0.0006192347,0.000002138762,0.00002969886,0.000001357163,0.9573323,0.00008510667,0.02331288,0.0173539,0.00041586],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001321568,0.001296278,0.9957973,0.0004989556,0.0005084059,0.0003290174,0.00004282898,0.0001487695,0.001246238],"genre_scores_gemma":[0.02474735,0.001857045,0.9449354,0.0004207825,0.001469535,0.0002022478,0.0003629383,0.0001525388,0.02585215],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9879993,"threshold_uncertainty_score":0.9999555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06204229511465486,"score_gpt":0.3604018829486982,"score_spread":0.2983595878340434,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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