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Universitätsklinikum Jena; Sapienza Università di Roma; MacEwan University; Instituo Cajal; Chengdu Science and Technology Bureau; Brock University; Consejo Nacional de Investigaciones Científicas y Técnicas; Universiteit Leiden; Eberhard Karls Universität Tübingen; Indian Institute of Technology Kanpur; Université de Montréal; Centre National de la Recherche Scientifique; Curtin University of Technology; Ulster University; Universität Bremen; Directorate for Biological Sciences; University of East Anglia; University of South Florida; Leeds Biomedical Research Centre; Fondation Brain Canada; University of Bath; Universitätsmedizin Göttingen; Research Councils UK; McGill University; Gentofte Hospital; Deutsche Forschungsgemeinschaft; University of Leeds; National Institute for Health and Care Research; Australian National University; Karolinska Institutet; Katholische Universität Eichstätt-Ingolstadt; Bowdoin College; Manchester Metropolitan University; University of Salford Manchester; University of Minnesota; Sorbonne Université; UK Research and Innovation; Universiteit Gent; Sunway University; University of Texas at San Antonio; Tokyo Medical and Dental University; Radboud Universiteit; Julius-Maximilians-Universität Würzburg; University of Texas at Austin; Bournemouth University; University of Southern California","keywords":"Electroencephalography; Democratization; Action (physics); Psychology; Cognitive science; Cognitive psychology; Neuroscience; Political science; Democracy; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007544884,0.0001228706,0.0002188349,0.0003680645,0.0001750565,0.0002078906,0.0004230941,0.0003168263,0.00003356995],"category_scores_gemma":[0.0002554841,0.0001465746,0.0000996098,0.0003389897,0.0002579153,0.0001635834,0.0001862555,0.001091333,0.00001100359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003905926,"about_ca_system_score_gemma":0.00004784365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003599849,"about_ca_topic_score_gemma":0.00003876137,"domain_scores_codex":[0.9980539,0.000145819,0.0002599284,0.0006263397,0.0005239199,0.0003901109],"domain_scores_gemma":[0.998767,0.0006830185,0.00004474984,0.0003054824,0.0001025262,0.00009723349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003843863,0.0002614947,0.001648188,0.0001701667,0.00001198922,0.00008075454,0.001532951,8.513539e-7,0.9259015,0.02761774,0.01423039,0.02850556],"study_design_scores_gemma":[0.001331041,0.001401745,0.3310487,0.0006537279,0.00008950697,0.00007654571,0.0002355771,0.000177988,0.6445347,0.009406686,0.01043389,0.0006098751],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996793,0.0007319075,0.00003580562,0.000981533,0.000441163,0.000498316,0.0001265169,0.0001212436,0.0002705387],"genre_scores_gemma":[0.9969766,0.00001026085,0.0004038909,0.0002144401,0.0001533798,0.00003744522,0.00001140373,0.0000424748,0.002150125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3294005,"threshold_uncertainty_score":0.5977139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08839711226962507,"score_gpt":0.4067880967746896,"score_spread":0.3183909845050645,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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