{"id":"W2262329558","doi":"10.1177/1461444809344076","title":"Review Article: Approaching digital democracy","year":2009,"lang":"en","type":"article","venue":"New Media & Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Democracy; Political science; Sociology; Internet privacy; Media studies; Computer science; Law; Politics","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":[0.001727638,0.001169449,0.001288481,0.003233323,0.001825277,0.005703973,0.00132646,0.008609217,0.0188164],"category_scores_gemma":[0.00563663,0.000225549,0.0003710371,0.005662289,0.003083384,0.007591159,0.002381795,0.003473626,0.005357507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680421,"about_ca_system_score_gemma":0.003391906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001379312,"about_ca_topic_score_gemma":0.003766827,"domain_scores_codex":[0.9987935,0.0004822399,0.00006371523,0.0001645181,0.0003944759,0.0001015639],"domain_scores_gemma":[0.997399,0.001303501,0.0001772277,0.00008786195,0.0006318928,0.0004004728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003027896,0.00002707699,0.0001438205,0.005352004,0.00003819327,0.0001966155,0.0003465561,0.0002802333,0.0001955916,0.04843856,0.809135,0.1358161],"study_design_scores_gemma":[0.00001268615,0.00001957452,0.0003114695,0.001642861,0.00002816662,0.0003015586,0.0005390011,0.00009318768,0.00004027193,0.02227885,0.9747229,0.0000094467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005846415,0.7761795,0.001272467,0.08455198,0.09518459,0.00003372484,0.00009887329,0.00002953983,0.04206469],"genre_scores_gemma":[0.01895516,0.814888,0.001060859,0.02488852,0.1202128,0.00006793621,0.0001667371,0.00003159059,0.01972844],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0188164,"threshold_uncertainty_score":0.06294715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04335161630442045,"score_gpt":0.3296123566526452,"score_spread":0.2862607403482247,"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."}}