{"id":"W2053592497","doi":"10.1177/0146167214537834","title":"“Ditto Heads”","year":2014,"lang":"en","type":"article","venue":"Personality and Social Psychology Bulletin","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ingroups and outgroups; Ideology; Social psychology; Psychology; Perception; Politics; In-group favoritism; System justification; Social group; Social identity theory; Political science; Law","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":[0.001542038,0.0001361481,0.0002787944,0.00004348345,0.001261877,0.00004629753,0.0002255254,0.0003874217,0.003225974],"category_scores_gemma":[0.0001946423,0.0001440119,0.0001180355,0.0001132598,0.001500919,0.00003875176,0.00003354772,0.0002922133,0.0004794944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003141004,"about_ca_system_score_gemma":0.00002150028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001485419,"about_ca_topic_score_gemma":0.0005292892,"domain_scores_codex":[0.9977263,0.000983174,0.0002074479,0.0004070399,0.0002029051,0.0004731821],"domain_scores_gemma":[0.9994264,0.000190971,0.00008044204,0.0001071975,0.00007045525,0.0001245942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001672369,0.0002810555,0.0151577,0.00001791615,0.00007403917,0.000003427856,0.07604197,3.035009e-8,0.0001869711,0.520925,0.3285432,0.05860144],"study_design_scores_gemma":[0.0004321878,0.00006396088,0.08887742,0.000002886896,0.00001062647,0.000002319749,0.003135697,4.785877e-7,9.130064e-7,0.0151166,0.8921968,0.0001600559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4257932,0.0001882997,0.0003686423,0.236194,0.001198408,0.0001459502,0.00000787784,0.0001481564,0.3359555],"genre_scores_gemma":[0.9652227,0.0001266203,0.0001472532,0.02894181,0.002204972,0.00002112657,0.00000694509,0.00001273096,0.003315871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5636536,"threshold_uncertainty_score":0.9976852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04565454125304492,"score_gpt":0.3767588932501939,"score_spread":0.331104351997149,"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."}}