{"id":"W2174478287","doi":"10.1016/j.polsoc.2009.11.004","title":"The media's role in shaping Canadian civic and political engagement","year":2009,"lang":"en","type":"article","venue":"Policy and Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Politics; Civic engagement; Political communication; Political efficacy; Affect (linguistics); Social media; Political science; Sociology; Public relations; Public engagement; Order (exchange)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005302197,0.00006321324,0.00008335217,0.00002595115,0.001078821,0.00009517232,0.00008691518,0.0001025716,0.000007130524],"category_scores_gemma":[0.0006731699,0.00005320139,0.0000355553,0.0001523959,0.0003921123,0.00005404133,0.00001565154,0.0001762961,0.00000208399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000209691,"about_ca_system_score_gemma":0.0005378237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4267117,"about_ca_topic_score_gemma":0.2712128,"domain_scores_codex":[0.9988638,0.0001396288,0.00009674887,0.00009979196,0.0001450952,0.0006549067],"domain_scores_gemma":[0.9989214,0.0005546836,0.00001418628,0.00005565187,0.00001819176,0.0004358705],"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":[4.196743e-7,0.000004463951,0.005861111,0.000001522708,0.000003517275,6.873763e-7,0.1372517,3.487637e-8,0.000004509065,0.8497667,0.0004140603,0.006691206],"study_design_scores_gemma":[0.00031692,0.00002433606,0.1730467,0.00001905606,0.00001222563,9.379547e-7,0.2641013,0.00007824644,0.00001745985,0.3037688,0.2584133,0.0002006983],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8181278,0.0007967767,0.000001399218,0.1068837,0.0001626344,0.0001772529,0.00001096113,0.00002748304,0.07381199],"genre_scores_gemma":[0.9899253,0.0009130533,0.00003239231,0.008047841,0.0009679938,0.000004792017,9.099646e-7,0.000003182585,0.0001045247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5459979,"threshold_uncertainty_score":0.829753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04142637904423752,"score_gpt":0.343749157598753,"score_spread":0.3023227785545154,"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."}}