{"id":"W2102010703","doi":"10.1080/13621025.2015.1006581","title":"Mechanisms for popular participation and discursive constructions of citizenship","year":2015,"lang":"en","type":"article","venue":"Citizenship Studies","topic":"Social Media and Politics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Citizenship; Citizen journalism; Latin Americans; Sociology; State (computer science); Active citizenship; Politics; Gender studies; Perception; Interpretation (philosophy); Discourse analysis; Participatory action research; Political science; Law; Epistemology; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01818149,0.0006095652,0.0004375942,0.005760596,0.009967009,0.01365093,0.001690443,0.002441411,0.004995252],"category_scores_gemma":[0.02280315,0.0005562407,0.0004961988,0.004035844,0.05835444,0.01268094,0.01096697,0.002230834,0.00036879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004275226,"about_ca_system_score_gemma":0.00237484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001651828,"about_ca_topic_score_gemma":0.001592542,"domain_scores_codex":[0.9736797,0.02117703,0.0006004086,0.001430486,0.001970573,0.00114184],"domain_scores_gemma":[0.9706584,0.02148199,0.003009026,0.003014411,0.001021999,0.0008141643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003184762,0.00003034615,0.003192742,0.0001264499,0.00001400356,0.0002654671,0.5239087,0.0001281725,0.0006784408,0.4613104,0.0005625537,0.00975085],"study_design_scores_gemma":[0.00005532783,0.00009379986,0.007463127,0.0006260971,0.00002787002,0.0005659203,0.4883289,0.0008415381,0.001610573,0.3733441,0.1269847,0.00005805223],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5767325,0.002831481,0.04210827,0.01691812,0.0001750685,0.0002106574,0.0001104413,0.0001972779,0.3607161],"genre_scores_gemma":[0.9960096,0.0001885897,0.001291721,0.0001120962,0.00002863808,0.00008035004,0.00001470451,0.00002867123,0.002245599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01818149,"threshold_uncertainty_score":0.09615403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1971171699602006,"score_gpt":0.4196849167463352,"score_spread":0.2225677467861347,"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."}}