{"id":"W2127495494","doi":"10.4236/psych.2012.37079","title":"The Pale Shades of Emotion: A Signal Detection Theory Analysis of the Emotional Stroop Task","year":2012,"lang":"en","type":"article","venue":"Psychology","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Ontario Neurotrauma Foundation","keywords":"Psychology; Stroop effect; Realm; Perception; Cognitive psychology; Action (physics); Emotion perception; Social psychology; Cognition; Neuroscience","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":[0.0003878342,0.0001004762,0.0001904416,0.00009530919,0.0002633634,0.000004723611,0.0003129218,0.00006941582,0.0001471234],"category_scores_gemma":[0.0001003569,0.00005249318,0.0002129486,0.0007921232,0.0008371909,0.0000652485,0.00006537003,0.000167959,0.00001217752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007758191,"about_ca_system_score_gemma":0.000004425488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004542653,"about_ca_topic_score_gemma":0.00001893342,"domain_scores_codex":[0.9985903,0.0004976311,0.000274088,0.0002178508,0.0001794741,0.0002406765],"domain_scores_gemma":[0.9990311,0.0003554151,0.000221348,0.0003166694,0.00004548429,0.00002997179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001382027,0.0003295485,0.1206474,0.000003595957,0.0001243481,5.116558e-7,0.0003877728,0.00001497879,0.8609468,0.002200833,0.0002869724,0.01491907],"study_design_scores_gemma":[0.000209648,0.0001281701,0.9028976,0.000003449409,0.0002788584,0.00002026632,0.0001490802,0.00001527057,0.09361432,0.001940047,0.0006749039,0.00006840953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961192,0.0001648141,0.0004363715,0.001035554,0.0009036667,0.0001123227,0.00002447848,0.00001481857,0.001188767],"genre_scores_gemma":[0.9991021,0.00003624111,0.000009330849,0.0004741439,0.00007951882,0.00001237294,6.546131e-7,0.000005112813,0.0002804899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7822502,"threshold_uncertainty_score":0.3084665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171199053929871,"score_gpt":0.3882976901338948,"score_spread":0.2711777847409077,"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."}}