{"id":"W4390121140","doi":"10.1007/978-3-031-50920-9","title":"Advanced Engineering, Technology and Applications","year":2023,"lang":"en","type":"book","venue":"Communications in computer and information science","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National University of Computer and Emerging Sciences; Dongguan University of Technology; Yarmouk University; VIT University; Istanbul Teknik Üniversitesi; Università di Catania; Imam Khomeini International University; University of New South Wales; Birmingham City University; National Institute of Technology Srinagar; Southeast University; European Space Agency; Wilfrid Laurier University; Università degli Studi di Cagliari; Trường Đại học Hàng hải Việt Nam; Khalifa University of Science, Technology and Research; Université Moulay Ismaïl; İstanbul Medipol Üniversitesi; Ball State University; Manchester Metropolitan University; South China University of Technology; Beni-Suef 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003853948,0.0001485957,0.0001533227,0.002072186,0.0004228082,0.0002241375,0.001072154,0.000125896,0.000002421679],"category_scores_gemma":[0.0002078222,0.000161217,0.00001710173,0.001972997,0.00105738,0.001872376,0.0008755535,0.0004224662,0.0001080899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350402,"about_ca_system_score_gemma":0.0001982912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.088363e-7,"about_ca_topic_score_gemma":0.000001789295,"domain_scores_codex":[0.9988608,0.00001959716,0.0004142033,0.000290222,0.0002294602,0.0001857562],"domain_scores_gemma":[0.9982417,0.0002657515,0.0002016229,0.001101727,0.0001167592,0.00007240759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001544507,0.0000130811,0.00001388706,0.00004917054,0.000001129443,1.830004e-7,0.000293885,0.0001417119,0.00052291,0.6139377,0.00039397,0.3846308],"study_design_scores_gemma":[0.0003048348,0.000040289,0.001007382,0.0001243498,0.000004800118,0.00005466059,0.0000494233,0.1412757,0.0005075743,0.01050826,0.8457869,0.000335805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001513315,0.001231328,0.3168018,0.01188777,0.00169771,0.005780355,0.0001820602,0.00346799,0.6574377],"genre_scores_gemma":[0.6022369,0.06584749,0.1400184,0.01289702,0.0007329275,0.008002224,0.0006025999,0.000333915,0.1693285],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8453929,"threshold_uncertainty_score":0.657424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03042726026653849,"score_gpt":0.2845159148632539,"score_spread":0.2540886545967154,"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."}}