{"id":"W49499985","doi":"10.2139/ssrn.2167052","title":"Ideological Diversity in Social and Personality Psychology: Questions and Answers","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Ideology; Diversity (politics); Psychology; Social psychology; Personality; Sociology; Social science; Political science; Politics; Law; Anthropology","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":[],"consensus_categories":[],"category_scores_codex":[0.002918118,0.00006143392,0.0001008097,0.00004584766,0.001066083,0.00001480347,0.0001061847,0.0001775944,0.00002887207],"category_scores_gemma":[0.0001298425,0.00005685741,0.00002757257,0.00008892907,0.0005855789,0.0002130679,0.00006166136,0.001263293,0.000002679455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003253001,"about_ca_system_score_gemma":0.000301712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002015208,"about_ca_topic_score_gemma":0.00493003,"domain_scores_codex":[0.997971,0.000299678,0.0001007723,0.00008858046,0.0001413907,0.001398606],"domain_scores_gemma":[0.9997098,0.0000657944,0.00004655528,0.00002417239,0.00002017536,0.0001334372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000007032938,0.00001662917,0.4831044,5.872246e-7,0.00000790695,3.883576e-7,0.005060121,2.592408e-8,0.000002621621,0.5101932,0.0001847202,0.001422309],"study_design_scores_gemma":[0.000371657,0.00004810816,0.5243533,0.000002952223,0.00002067098,0.00007169649,0.0102356,0.000001670014,2.115355e-7,0.4560671,0.008723503,0.0001035668],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816782,0.003128991,0.0002320781,0.008246562,0.0001601466,0.00004706646,0.0000021446,0.00001321659,0.006491625],"genre_scores_gemma":[0.9940186,0.004364308,0.0000315951,0.0004246259,0.0008471898,6.233461e-7,3.571617e-7,0.000002463047,0.0003102515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05412619,"threshold_uncertainty_score":0.8199557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05120486261029546,"score_gpt":0.3663090174562135,"score_spread":0.315104154845918,"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."}}