{"id":"W4392964137","doi":"10.1007/978-3-031-56072-9","title":"Advances in Information Retrieval","year":2024,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Leibniz-Gemeinschaft; University of North Carolina at Chapel Hill; National Institute of Standards and Technology; Société d'Accélération du Transfert de Technologies; National Institute of Informatics; University of Chinese Academy of Sciences; Université de Lyon; Libera Università di Bolzano; Universität Duisburg-Essen; Instituto Superior Técnico; Chinese Academy of Sciences; Tsinghua University; Université de Bretagne Occidentale; University of Massachusetts Amherst; Università degli Studi di Torino; Universidad Nacional del Centro de la Provincia de Buenos Aires; Università di Bologna; Universitatea Politehnica din București; Renmin University of China; Universidade de Lisboa; Aix-Marseille Université; Universidade Nova de Lisboa; Universität Regensburg; Universidade Federal de Minas Gerais; Radboud Universiteit; University of Waterloo; Universiteit van Amsterdam; Università degli Studi di Milano-Bicocca; Universität Innsbruck; Technische Universiteit Delft; Technische Universität Wien; University of Queensland; Universitetet i Stavanger; Université Grenoble Alpes; Universidade do Porto; Dublin City University; Haute école Spécialisée de Suisse Occidentale; University of Southampton; Universidade da Coruña; Universidad Nacional de Educación a Distancia; Consejo Nacional de Investigaciones Científicas y Técnicas; Eberhard Karls Universität Tübingen; University of Glasgow; York University; Universität Passau; Indian National Science Academy; Centre National de la Recherche Scientifique; Univerzita Karlova v Praze; Università degli Studi di Cagliari; Commonwealth Scientific and Industrial Research Organisation; Qatar University; Aalborg Universitet; Carnegie Mellon University; Kaiser Permanente; Università Ca' Foscari Venezia; Università degli Studi di Padova; Universitatea din București; University of Melbourne; Friedrich-Schiller-Universität Jena; Institut National des Sciences Appliquées de Lyon; Universität Zürich; National Institute of Advanced Industrial Science and Technology","keywords":"Computer science; Information retrieval","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":[],"consensus_categories":[],"category_scores_codex":[0.001606393,0.001733727,0.00245867,0.005700051,0.0008608383,0.0045786,0.001571864,0.001572036,0.06062648],"category_scores_gemma":[0.003557822,0.0007734062,0.0007259584,0.009571334,0.001465852,0.007842832,0.002087062,0.002656678,0.0668954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001365802,"about_ca_system_score_gemma":0.001358373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066945,"about_ca_topic_score_gemma":0.001812428,"domain_scores_codex":[0.9987947,0.0001759789,0.00007676421,0.0001683914,0.0007025691,0.00008153307],"domain_scores_gemma":[0.9984393,0.0006179244,0.00007702474,0.0003302388,0.0004124078,0.0001231373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003095825,0.00006029385,0.0001051695,0.001165205,0.00003872284,0.00003100375,0.00009172827,0.0004337565,0.001201974,0.0593276,0.3501298,0.5873836],"study_design_scores_gemma":[0.000009666759,0.0000441639,0.0003514168,0.0003659372,0.00003412865,0.0002079623,0.00004924077,0.00142965,0.0006833418,0.04270683,0.9541014,0.00001614043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001566008,0.6501372,0.04636373,0.006695068,0.01114236,0.0000927876,0.0006383447,0.001750547,0.2816139],"genre_scores_gemma":[0.01766844,0.3700554,0.03972359,0.00293568,0.0121486,0.0001357152,0.001473508,0.0007790704,0.5550801],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06062648,"threshold_uncertainty_score":0.2028158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043294580134455,"score_gpt":0.2657554651842439,"score_spread":0.2553225193828993,"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."}}