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Universität Hamburg; University of Electronic Science and Technology of China; Universitetet i Oslo; Leibniz-Gemeinschaft; Nanjing University of Science and Technology; Shanghai Jiao Tong University; Akademie Věd České Republiky; Technische Universität Berlin; University of Bristol; Université de Strasbourg; National and Kapodistrian University of Athens; Chinese Academy of Sciences; York University; University of Brighton; Universiteit Leiden; Eberhard Karls Universität Tübingen; Iowa State University; Ulster University; Arizona State University; Technische Universiteit Eindhoven; University of the West of England; Shenzhen University; University of Leicester; Northwestern University; Hamad Bin Khalifa University; Universitat Jaume I; Tongji University; Politechnika Poznańska; Baidu; Université du Littoral Côte d'Opale; Khalifa University of Science, Technology and Research; Univerzita Komenského v Bratislave; Friedrich-Schiller-Universität Jena; University of Cyprus; Università degli Studi di Siena; Deutsches Forschungszentrum für Künstliche Intelligenz; Central South University; Kyungpook National University; KU Leuven; Nanjing Normal University; University of Nevada, Reno; University of Southern California; University of Essex; Northwestern Polytechnical University; King's College London; Eidgenössisches Nuklearsicherheitsinspektorat; České Vysoké Učení Technické v Praze; Acadia University; University of Dundee; Université de Bordeaux; Northwest Normal University; Ritsumeikan University; Baylor University; Guilin University of Electronic Technology","keywords":"Computer science; Artificial neural network; Artificial intelligence; 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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001963957,0.0006276257,0.0006856794,0.001026072,0.0006775142,0.0009579775,0.003129735,0.0004568064,0.00001261163],"category_scores_gemma":[0.0005951942,0.0006002787,0.000112281,0.002265946,0.0006703077,0.0004472445,0.00295051,0.00339487,0.00004764684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000336351,"about_ca_system_score_gemma":0.0006686277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002323041,"about_ca_topic_score_gemma":0.0005668237,"domain_scores_codex":[0.9945511,0.0002983027,0.0006899841,0.002139465,0.001096696,0.001224415],"domain_scores_gemma":[0.9963312,0.001595952,0.0003731097,0.001176963,0.0001853816,0.000337372],"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":[0.000003734326,0.000007367833,0.000920933,0.00005336029,0.000004815831,0.0001301686,0.0003049684,0.4926092,0.000003493371,0.0007763819,0.00007889706,0.5051067],"study_design_scores_gemma":[0.00009101592,0.0002128215,0.0009215031,0.0001977352,0.000005171845,0.0000855281,1.620818e-7,0.9799713,0.00001070258,0.01686837,0.001066497,0.0005692128],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0002003651,0.001086306,0.990855,0.002751671,0.003683984,0.0004053593,0.000004287754,0.0006418967,0.0003711478],"genre_scores_gemma":[0.5926361,0.0006039884,0.3624757,0.01069196,0.01245677,0.0001547065,0.0002257492,0.0006051788,0.02014983],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6283793,"threshold_uncertainty_score":0.9996449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254988897344627,"score_gpt":0.27861200520875,"score_spread":0.2531131154742873,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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