{"id":"W2462054455","doi":"10.1057/9781137386106_14","title":"Young People as Leaders in (and Sometimes Victims of) Political and Cultural Change","year":2015,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Politics; Taste; Premise; Preference; Perception; Clothing; Sociology; Social psychology; Political science; Gender studies; Psychology; Aesthetics; Art; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001269039,0.0003816345,0.0003373802,0.0008350195,0.004340148,0.006541923,0.0006845858,0.002561315,0.02024422],"category_scores_gemma":[0.001873967,0.0003307472,0.0002485932,0.001088284,0.004559296,0.005613022,0.004499264,0.002775244,0.006340366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001355174,"about_ca_system_score_gemma":0.001905996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002685071,"about_ca_topic_score_gemma":0.009483195,"domain_scores_codex":[0.9990115,0.000381513,0.00002941537,0.00007906162,0.0002368425,0.0002616365],"domain_scores_gemma":[0.9994162,0.0002044818,0.00006678722,0.00002744259,0.0000690545,0.000215929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002972396,0.00006649097,0.002629307,0.0005753227,0.000009339385,0.001552839,0.3236904,0.00005988563,0.000449903,0.2155194,0.2878735,0.1675439],"study_design_scores_gemma":[0.000005063381,0.00001892258,0.001061348,0.0005881226,0.000004538145,0.0005127562,0.04555864,0.00002076113,0.00006655007,0.008893341,0.9432623,0.00000769018],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03973586,0.08680884,0.001696016,0.03430421,0.009295136,0.0001374054,0.0001160489,0.00018892,0.8277175],"genre_scores_gemma":[0.2125169,0.04987554,0.001089454,0.01438709,0.002635587,0.0001755255,0.0001050156,0.0001567733,0.7190581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02024422,"threshold_uncertainty_score":0.06772363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07971426378037624,"score_gpt":0.3386203477624642,"score_spread":0.258906083982088,"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."}}