{"id":"W4414883254","doi":"10.1007/s10767-025-09545-1","title":"Cultural Polarization and Social Groups: The Case of Book Banning","year":2025,"lang":"en","type":"article","venue":"International Journal of Politics Culture and Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polarization (electrochemistry); Vignette; Ideology; Cross-cultural psychology; Cultural diversity; Cultural issues","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":[0.00656236,0.0003572673,0.0005253397,0.001573469,0.0304807,0.01188624,0.002367413,0.0085477,0.01288953],"category_scores_gemma":[0.01552249,0.0003933027,0.0004659976,0.00257419,0.02565004,0.006814228,0.008093363,0.009654329,0.0006324204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005541082,"about_ca_system_score_gemma":0.005323745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05189923,"about_ca_topic_score_gemma":0.06909746,"domain_scores_codex":[0.9921424,0.003406436,0.0001447838,0.0007510314,0.001053035,0.002502317],"domain_scores_gemma":[0.9871109,0.008669335,0.001091062,0.0009959126,0.0007849128,0.001347973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008995559,0.0002205711,0.006425389,0.00002900233,0.00001826902,0.00191588,0.1092707,0.0003268797,0.0007921481,0.8649709,0.004743565,0.01119676],"study_design_scores_gemma":[0.0001494585,0.0001316129,0.01774054,0.0002666408,0.00008684023,0.001189374,0.3573494,0.002847363,0.003428496,0.3169986,0.2996556,0.0001560808],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4268805,0.0002556854,0.002985657,0.01503269,0.0001408072,0.00006683968,0.000031761,0.00002983966,0.5545762],"genre_scores_gemma":[0.9791442,0.00007881431,0.0003350394,0.001080888,0.00004890137,0.00003063495,0.00001486038,0.00003149593,0.01923515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05189923,"threshold_uncertainty_score":0.1031943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537187150641044,"score_gpt":0.3471598189278722,"score_spread":0.3317879474214618,"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."}}