{"id":"W4387145716","doi":"10.1007/978-3-031-42430-4","title":"Recent Challenges in Intelligent Information and Database Systems","year":2023,"lang":"en","type":"book","venue":"Communications in computer and information science","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"North South University; Al-Farabi Kazakh National University; Uniwersytet Śląski w Katowicach; Politechnika Swietokrzyska w Kielcach; Politechnika Koszalińska; Tokyo Metropolitan University; Politechnika Krakowska; Griffith University; National Taiwan University; Fujian University of Technology; National Taiwan University of Science and Technology; Universidad de Granada; Sungkyunkwan University; Universidad de Chile; Univerzita Hradec Králové; Yeungnam University; Universiti Teknologi Malaysia; Ben-Gurion University of the Negev; Instituto Tecnológico y de Estudios Superiores de Monterrey; Universitatea Politehnica Timisoara; Universidade de Macau; Euskal Herriko Unibertsitatea; Silesian University of Technology; Waseda University; Universidad Complutense de Madrid; Chungbuk National University; Sharif University of Technology; Vrije Universiteit Amsterdam; Universität Passau; University College London; Trường Đại học Hàng hải Việt Nam; University of Ulsan; Eötvös Loránd Tudományegyetem; Uniwersytet Morski w Gdyni; University of the West of England; Universiti Teknologi Petronas; University of Cyprus; Akademia Górniczo-Hutnicza im. Stanislawa Staszica; University of Notre Dame; Cheng Shiu University; Chaoyang University of Technology; Technische Universität Berlin; Nanyang Technological University; University of Waikato; Swinburne University of Technology; Uniwersytet Kardynała Stefana Wyszyńskiego w Warszawie; Deakin University; Birmingham City University; University of Brighton; Univerzita Karlova v Praze; Auckland University of Technology, New Zealand; Virginia Commonwealth University; Politechnika Gdańska; Concordia University; Indian National Science Academy; Université de Technologie de Troyes; King Saud University; Wojskowa Akademia Techniczna; Uniwersytet Opolski; Université de Lorraine","keywords":"Computer science; Information retrieval; Thesaurus; Database; World Wide Web; Artificial intelligence","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":[0.007051322,0.0009417263,0.001733516,0.002989398,0.001128388,0.01159822,0.002977869,0.002512578,0.01599562],"category_scores_gemma":[0.01329051,0.0008870943,0.0007392135,0.007762302,0.003921395,0.01841634,0.002428686,0.00494504,0.009137027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001985511,"about_ca_system_score_gemma":0.001869055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003206521,"about_ca_topic_score_gemma":0.003869672,"domain_scores_codex":[0.9968316,0.0007025062,0.0003297388,0.0003195372,0.001686451,0.0001302024],"domain_scores_gemma":[0.9860669,0.009124959,0.0002321368,0.001292116,0.002877107,0.0004067535],"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":[0.0000651396,0.00006730043,0.0003186373,0.001114322,0.00003963779,0.00008283591,0.0002205297,0.002425755,0.0007405424,0.2141191,0.2509198,0.5298865],"study_design_scores_gemma":[0.00001356911,0.0000322553,0.0002407936,0.0002946037,0.00002610395,0.000296143,0.0002074623,0.0130245,0.0005366149,0.2322188,0.753076,0.00003320653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00253736,0.550646,0.2799194,0.08088768,0.009096683,0.0001187131,0.0007688623,0.001881837,0.07414354],"genre_scores_gemma":[0.03490159,0.490214,0.3319892,0.01282203,0.0225011,0.000225441,0.002097698,0.0009064414,0.1043425],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01599562,"threshold_uncertainty_score":0.05351067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1911045705798801,"score_gpt":0.3345911108484841,"score_spread":0.1434865402686041,"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."}}