{"id":"W2122379911","doi":"10.1177/0894439308326297","title":"Political Blogs and Blogrolls in Canada","year":2009,"lang":"en","type":"article","venue":"Social Science Computer Review","topic":"Social Media and Politics","field":"Social Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of British Columbia","funders":"","keywords":"Politics; Deliberative democracy; Online discussion; Democracy; Focus (optics); The Internet; Sociology; Public relations; Test (biology); Online forum; Political science; Content analysis; Media studies; Social science; Internet privacy; World Wide Web; Law; Computer science","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":[0.0007377446,0.00009133321,0.0002701977,0.0000445427,0.000542692,0.00006317301,0.0003730399,0.00004300827,0.00002699633],"category_scores_gemma":[0.0002440728,0.00008779229,0.00003631922,0.0008871761,0.0007711609,0.0001586844,0.00004803612,0.0001405385,0.000005058374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006946253,"about_ca_system_score_gemma":0.003476376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5256884,"about_ca_topic_score_gemma":0.32788,"domain_scores_codex":[0.9979849,0.0001818629,0.0002206362,0.0002329682,0.0005874583,0.0007921574],"domain_scores_gemma":[0.9993204,0.0001228489,0.00004850368,0.00007743438,0.00008037878,0.0003504331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[5.340939e-7,0.00002075064,0.01018336,0.00005045464,0.000001426046,0.00001523197,0.002891478,2.647646e-8,0.000005398751,0.8161186,0.002389356,0.1683234],"study_design_scores_gemma":[0.0007429608,0.0001440929,0.273762,0.001723589,0.00007050391,0.00001219785,0.006772508,0.00008280367,0.00003462013,0.1002827,0.6151666,0.001205381],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4912478,0.03200229,0.0001236027,0.2563222,0.004298294,0.002297987,0.00001853937,0.0001838647,0.2135054],"genre_scores_gemma":[0.9764486,0.002051304,0.0001843087,0.02061243,0.0006765507,0.000004195004,4.98123e-7,0.000002575604,0.00001951988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7158359,"threshold_uncertainty_score":0.6843845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717369301028694,"score_gpt":0.352268287262551,"score_spread":0.3250945942522641,"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."}}