{"id":"W3094835562","doi":"10.1115/detc2020-22557","title":"Mirroring Neurostimulation Outcomes Through Behavioral Interventions to Improve Creative Performance","year":2020,"lang":"en","type":"article","venue":"","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Stroop effect; Task (project management); Neurostimulation; Creativity; Cognitive psychology; Psychology; Fluency; Psychological intervention; Flexibility (engineering); Computer science; Task analysis; Cognition; Social psychology; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005204604,0.000108693,0.0001239312,0.00004269542,0.0001201549,0.00004207314,0.0001597974,0.00002960692,0.002212761],"category_scores_gemma":[0.00009437049,0.00009907357,0.00008946329,0.0003021064,0.00004378714,0.0002604942,0.00006208337,0.0001128753,0.0007327895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002168495,"about_ca_system_score_gemma":0.00001345773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001391635,"about_ca_topic_score_gemma":0.00001143588,"domain_scores_codex":[0.9991,0.00004684432,0.0002100129,0.0003384732,0.0001210705,0.0001836502],"domain_scores_gemma":[0.9995316,0.00005754366,0.00005689991,0.0001922079,0.00004414552,0.0001175604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002113667,0.00208818,0.8316407,0.00008813232,0.00002694272,0.00001165627,0.0769289,0.0002881761,0.03760138,0.01099215,0.009784495,0.03033796],"study_design_scores_gemma":[0.0004055747,0.000815203,0.9887124,0.00001458204,0.00002380762,0.000002666626,0.002272625,0.0003346027,0.004424836,0.00001859406,0.002783292,0.00019186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713019,0.000004049925,0.005222571,0.005554528,0.001112448,0.0003265172,0.00001207027,0.000129238,0.01633668],"genre_scores_gemma":[0.9869756,0.000001104351,0.0008096202,0.003327974,0.00004423915,0.00006300821,0.000003925634,0.00001102737,0.008763463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1570717,"threshold_uncertainty_score":0.9986994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2181053002888427,"score_gpt":0.4735114435682672,"score_spread":0.2554061432794245,"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."}}