{"id":"W4413060526","doi":"10.1080/17513057.2025.2522889","title":"Communicative and cultural challenges to public participation in climate action initiatives: A case study of <i>hiya</i> among Filipino immigrants","year":2025,"lang":"en","type":"article","venue":"Journal of International and Intercultural Communication","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Immigration; Action (physics); Public participation; Communicative action; Sociology; Public discourse; Political science; Public relations; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.005451405,0.0007029102,0.0005513807,0.00129369,0.0317998,0.004456307,0.001631737,0.003511071,0.003064898],"category_scores_gemma":[0.008404867,0.0004697272,0.0005427527,0.001111499,0.009675482,0.00267426,0.008416503,0.003568291,0.000291539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004960762,"about_ca_system_score_gemma":0.006359043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03998124,"about_ca_topic_score_gemma":0.08505694,"domain_scores_codex":[0.9953686,0.002916553,0.0001172314,0.0001908644,0.0002267442,0.00118005],"domain_scores_gemma":[0.994866,0.003085396,0.0006155524,0.0002626001,0.0003621686,0.0008083709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002744689,0.0001365732,0.00912978,0.00006311035,0.000008440369,0.004649891,0.9802386,0.0000289192,0.0003297653,0.0007957096,0.000300835,0.004290905],"study_design_scores_gemma":[0.000001895473,0.00003176512,0.002517755,0.00004665729,0.000005769811,0.0004449016,0.995369,0.00003236575,0.00007111186,0.0001025439,0.001369114,0.000007132359],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964786,0.0001087638,0.0001214138,0.0009690071,0.00001559583,0.00002610786,0.000007654373,0.000002510887,0.002270347],"genre_scores_gemma":[0.9985867,0.0002403947,0.0001527471,0.0002768167,0.00001497765,0.00004970804,0.000006387677,0.000003906568,0.0006684195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03998124,"threshold_uncertainty_score":0.07949704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2202649638219313,"score_gpt":0.4346203449471412,"score_spread":0.2143553811252099,"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."}}