{"id":"W7106216658","doi":"10.13140/rg.2.2.22144.08960","title":"How can Canadian Democratic Institutions increase trust and civic engagement with the citizenry","year":2025,"lang":"en","type":"article","venue":"","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Democracy; Civic engagement; Government (linguistics); Public engagement; Civil society","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":[0.006081135,0.0003853332,0.0004581626,0.002647907,0.02030336,0.01588346,0.001766726,0.003338895,0.02881898],"category_scores_gemma":[0.02971775,0.0002960468,0.0006664923,0.00357352,0.006771063,0.00585097,0.005233018,0.003768563,0.001703879],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1442651,"about_ca_system_score_gemma":0.236312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9828917,"about_ca_topic_score_gemma":0.9924252,"domain_scores_codex":[0.9896004,0.001857258,0.0001097677,0.000642887,0.002595291,0.005194375],"domain_scores_gemma":[0.9763959,0.002880514,0.001276611,0.001418102,0.01011362,0.00791526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002709288,0.0002343466,0.05531276,0.0001502632,0.0001003871,0.0002849904,0.0147302,0.002296482,0.0004549835,0.7083095,0.1387378,0.07911755],"study_design_scores_gemma":[0.0001598149,0.0001051733,0.1146239,0.0005371399,0.0001570944,0.00009786504,0.05249626,0.002810855,0.001078417,0.08893228,0.7387997,0.0002014549],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1751915,0.001110927,0.002374745,0.123234,0.0006806321,0.0001546746,0.0008175198,0.0001476776,0.6962883],"genre_scores_gemma":[0.950361,0.0004547671,0.0008918045,0.003815825,0.00006963911,0.00004358669,0.0001641008,0.00003828995,0.04416102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1442651,"threshold_uncertainty_score":0.9925312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01962820091739859,"score_gpt":0.2587910435334127,"score_spread":0.2391628426160141,"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."}}