{"id":"W4410726556","doi":"10.31234/osf.io/39vqj_v1","title":"Error- and inhibitory-related brain activity associated with political ideology: A multi-site replication study","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sunway University; Fundação para a Ciência e a Tecnologia; Biotechnology and Biological Sciences Research Council; University of Toronto; Deutsche Forschungsgemeinschaft","keywords":"Ideology; Replication (statistics); Politics; Inhibitory postsynaptic potential; Order (exchange); Political science; Neuroscience; Psychology; Mathematics; Economics; Statistics; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01381959,0.0009972769,0.001110481,0.0005530147,0.001777386,0.0008673837,0.00121118,0.001186422,0.002368978],"category_scores_gemma":[0.02672865,0.0006374888,0.00143741,0.0006779733,0.0009511024,0.001221916,0.001097647,0.001575652,0.001337977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004359118,"about_ca_system_score_gemma":0.001076838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004907554,"about_ca_topic_score_gemma":0.01025117,"domain_scores_codex":[0.995439,0.002426232,0.0003966655,0.0007192973,0.0007756142,0.0002431527],"domain_scores_gemma":[0.976961,0.005112486,0.001832709,0.009390808,0.00612979,0.0005732309],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01517575,0.0184404,0.5681516,0.002911133,0.004578493,0.004529372,0.04967089,0.002711077,0.1264425,0.002990042,0.0199107,0.184488],"study_design_scores_gemma":[0.002379025,0.02028837,0.9142334,0.0003407437,0.002345624,0.002743307,0.01081269,0.004816486,0.01669659,0.003356035,0.02169589,0.0002917914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764009,0.0003019859,0.01613491,0.0003444652,0.0002058742,0.002774563,0.001281592,0.0002106065,0.002345041],"genre_scores_gemma":[0.9702609,0.0001477078,0.01690753,0.0004024661,0.00009856943,0.007659873,0.001569037,0.0001675476,0.002786461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9861804,"threshold_uncertainty_score":0.07308584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0924007428044495,"score_gpt":0.4518983999592054,"score_spread":0.359497657154756,"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."}}