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National Institutes of Health; Scuola Internazionale Superiore di Studi Avanzati; Institute for Basic Science; Universität Duisburg-Essen; Junta de Andalucía; Nanjing University; Universität Hamburg; Pasteur Institute of Iran; Fundacja na rzecz Nauki Polskiej; American Society for Engineering Education; Bundesministerium für Bildung und Forschung; China Scholarship Council; Consejería de Conocimiento, Investigación y Universidad, Junta de Andalucía; Universitat Rovira i Virgili; Fraunhofer-Gesellschaft; National Science Foundation; Bundesanstalt für Materialforschung und -Prüfung; Eidgenössische Technische Hochschule Zürich; Yonsei University; Consejo Nacional de Ciencia y Tecnología; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas; University of Chinese Academy of Sciences; Carl-Zeiss-Stiftung; Hangzhou Normal University; Division of Materials Research; European Regional Development Fund; Centre National de la Recherche Scientifique; Deutsche Forschungsgemeinschaft; Chinese Academy of Sciences; Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles; Australian Government; European Commission; Instituto de Salud Carlos III; Nanyang Technological University; Science and Engineering Research Board; Division of Chemical, Bioengineering, Environmental, and Transport Systems; Office of Naval Research; Department of Biotechnology, Ministry of Science and Technology, India; National Institute on Aging; Alexander von Humboldt-Stiftung; Helmholtz-Zentrum Dresden-Rossendorf; Nanjing University of Posts and Telecommunications; Deutscher Akademischer Austauschdienst; Indian Institute of Technology Kharagpur","keywords":"Interfacing; Nanotechnology; Applications of nanotechnology; Materials science; Neuroscience; Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000142973,0.0004224371,0.0008541595,0.0002627091,0.0002777577,0.0001585767,0.001330207,0.0002096322,0.00000311065],"category_scores_gemma":[0.001115717,0.0002295705,0.0001589208,0.001471667,0.0002696748,0.00008462826,0.0005034667,0.0008105628,0.0000185767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006996898,"about_ca_system_score_gemma":0.0002377871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003811345,"about_ca_topic_score_gemma":0.000008992229,"domain_scores_codex":[0.9981034,0.0001418974,0.0002173244,0.0007318903,0.0002507469,0.0005547152],"domain_scores_gemma":[0.9978486,0.001173022,0.0001898851,0.0007129963,0.00002176763,0.00005370059],"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":[0.000005866849,0.0000205088,2.302661e-7,0.004126432,0.0000188831,0.0002803671,0.00004355148,0.000004195146,0.03140691,0.003807202,0.004865214,0.9554206],"study_design_scores_gemma":[0.00009775141,0.00008303155,4.211413e-8,0.003063189,0.00007350999,0.0002471049,0.000005345715,0.000004188177,0.04363318,0.00001517766,0.9525241,0.0002534093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002930251,0.986654,0.0001020768,0.01039282,0.0008325386,0.001019918,0.00007175669,0.0003504934,0.0002833663],"genre_scores_gemma":[0.003231722,0.9892297,0.000004863615,0.00177644,0.00005031005,0.0001238282,0.000002098016,0.00003850017,0.005542585],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9551672,"threshold_uncertainty_score":0.9361615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03463643245449301,"score_gpt":0.2842754248904772,"score_spread":0.2496389924359842,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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