{"id":"W7164907662","doi":"10.1080/17153379.2022.12558152","title":"Sunflowers and Umbrellas: Social Movements, Expressive Practices, and Political Culture in Taiwan and Hong Kong.","year":2022,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Hong Kong and Taiwan Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political culture; Politics; Political communication; Political anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005417741,0.0001432848,0.0001953967,0.00008440747,0.001066659,0.0001557276,0.0001124702,0.0001029133,0.00007950365],"category_scores_gemma":[0.0002902522,0.0001508595,0.00002701155,0.0001914218,0.0006563054,0.0002158433,0.0001788478,0.0003703128,0.000002455389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000151746,"about_ca_system_score_gemma":0.0001409091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009147043,"about_ca_topic_score_gemma":0.0004009256,"domain_scores_codex":[0.9981053,0.0003718629,0.0001823837,0.000360194,0.0003922507,0.0005879482],"domain_scores_gemma":[0.9993762,0.000099439,0.0001392561,0.00009235622,0.00003305978,0.0002596694],"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":[0.00008963235,0.0002681992,0.07369313,0.0001004407,0.00008013056,0.0001800461,0.3997257,0.000003380005,0.0002699308,0.5150005,0.007580556,0.003008339],"study_design_scores_gemma":[0.0005421043,0.00006014087,0.00167126,0.00001170541,0.00001805645,0.000008222661,0.9521816,0.0000357609,0.00001314018,0.005276564,0.03996812,0.0002133202],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3246174,0.001409935,0.000008318017,0.008127517,0.0003792817,0.0004813083,0.0001666736,0.0001009205,0.6647087],"genre_scores_gemma":[0.9971519,0.00009778581,0.00009023253,0.00007034571,0.0001857032,0.00001840077,0.000009903602,0.00001476663,0.002361021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6725345,"threshold_uncertainty_score":0.8203987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840820649845875,"score_gpt":0.2951953958340387,"score_spread":0.2767871893355799,"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."}}