{"id":"W4386750719","doi":"10.1080/17448689.2023.2255694","title":"A bird's eye view of civic engagement and its facets: Canonical correlation analysis across 34 countries","year":2023,"lang":"en","type":"article","venue":"Journal of Civil Society","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canada Foundation for Innovation; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Civil society; Civic engagement; Sociology; General partnership; Democracy; Politics; Public engagement; Public relations; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005655522,0.0005286807,0.0006850574,0.004434898,0.00131875,0.003208501,0.0003117797,0.0003380232,0.002298677],"category_scores_gemma":[0.01347861,0.0002863054,0.0011564,0.006328889,0.001486988,0.001212598,0.002745954,0.0008537165,0.0002420625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007000013,"about_ca_system_score_gemma":0.00132291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03005337,"about_ca_topic_score_gemma":0.03653526,"domain_scores_codex":[0.9965283,0.002361033,0.0001961825,0.0004219302,0.0002465751,0.000245907],"domain_scores_gemma":[0.990338,0.004874569,0.001042535,0.001433745,0.001931826,0.0003792322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009907287,0.0000457188,0.9469283,0.0001010814,0.0005921251,0.0002056741,0.008821649,0.002342738,0.0008082202,0.006302875,0.002812453,0.03094],"study_design_scores_gemma":[0.00001870639,0.0001316312,0.9499339,0.0002319725,0.0003231535,0.0003437485,0.02419135,0.01154836,0.0007140365,0.00467659,0.007806545,0.00008007656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858767,0.000435768,0.007394106,0.0003593415,0.00003175752,0.00004572342,0.0009817572,0.00006712151,0.004807682],"genre_scores_gemma":[0.9963472,0.0001381324,0.002706127,0.00002894634,0.000007120696,0.0000595517,0.0005354969,0.00002294351,0.0001545701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03005337,"threshold_uncertainty_score":0.05975688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03815939834768036,"score_gpt":0.3531713586822053,"score_spread":0.3150119603345249,"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."}}