{"id":"W2020533476","doi":"10.1017/s1742058x09090080","title":"CHANGE WE CAN BELIEVE IN?","year":2009,"lang":"en","type":"article","venue":"Du Bois Review Social Science Research on Race","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"White (mutation); Polarization (electrochemistry); Perception; Racial equality; Political science; Social psychology; Racism; Gender studies; Sociology; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004612844,0.0003450367,0.0003916882,0.000752934,0.006185013,0.007995124,0.0007895616,0.003138081,0.01658088],"category_scores_gemma":[0.01305344,0.0001651072,0.00029046,0.0006039177,0.0163251,0.007574251,0.003963484,0.006579089,0.004259642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003430703,"about_ca_system_score_gemma":0.002720291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005022417,"about_ca_topic_score_gemma":0.004880007,"domain_scores_codex":[0.993696,0.003506702,0.0001091261,0.0005908228,0.00148142,0.0006158849],"domain_scores_gemma":[0.9963437,0.00120684,0.0004041881,0.0003651995,0.0008619296,0.0008182051],"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":[0.00002758134,0.00009449543,0.00265295,0.0002144023,0.00003060679,0.0006349877,0.08772635,0.00008295084,0.000549085,0.4939316,0.3344573,0.07959781],"study_design_scores_gemma":[0.000006203082,0.00002592359,0.001265826,0.0003874363,0.00001088718,0.0002841295,0.04565421,0.00006863492,0.0001790863,0.09210799,0.8599937,0.00001596144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0126082,0.01321688,0.002783499,0.5746759,0.009012081,0.00004020755,0.00006844597,0.0001111751,0.3874836],"genre_scores_gemma":[0.6989805,0.01669739,0.002260391,0.1606016,0.005505092,0.0001062233,0.0001133617,0.000124433,0.115611],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01658088,"threshold_uncertainty_score":0.05546856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.246949728673208,"score_gpt":0.5458328827865866,"score_spread":0.2988831541133786,"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."}}