{"id":"W3160076045","doi":"10.46692/9781447348283.002","title":"Changing Ideologies, Demographics and Attitudes","year":2019,"lang":"en","type":"other","venue":"","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demographics; Ideology; Geography; Psychology; Political science; Sociology; Demography; Law; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003578998,0.0001786566,0.0003484127,0.002436267,0.004940709,0.006114763,0.0005355992,0.001032098,0.00784579],"category_scores_gemma":[0.004285466,0.0002584939,0.000224588,0.001669459,0.004015981,0.004812974,0.003328663,0.002913699,0.002395055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002516702,"about_ca_system_score_gemma":0.001287364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005295778,"about_ca_topic_score_gemma":0.006145765,"domain_scores_codex":[0.9972984,0.0008674074,0.0001170686,0.0002634134,0.0007932625,0.0006605032],"domain_scores_gemma":[0.9972474,0.0005722824,0.0004784518,0.00009694434,0.0006249157,0.0009799121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001039406,0.0003345587,0.1613461,0.0001782701,0.00002447671,0.001458003,0.5972081,0.00016445,0.00175991,0.09938215,0.02315453,0.1148855],"study_design_scores_gemma":[0.000009699849,0.0001836429,0.1314839,0.0003065455,0.000007097651,0.00163073,0.4704831,0.0001916307,0.0002716961,0.01042609,0.3849268,0.00007908784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8774576,0.003931511,0.0006616789,0.01564641,0.0004183098,0.00004526543,0.0002962375,0.00001927178,0.1015237],"genre_scores_gemma":[0.9496311,0.005338226,0.0004597025,0.004264775,0.000196693,0.00007258665,0.0002352368,0.00004992039,0.0397518],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00784579,"threshold_uncertainty_score":0.02624679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151465899995091,"score_gpt":0.3036944752334995,"score_spread":0.2821798162335486,"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."}}