{"id":"W1845182668","doi":"10.24124/c677/200849","title":"Blogging the Hill: Garth Turner and the Canadian Parliamentary Blogosphere","year":2008,"lang":"en","type":"article","venue":"Canadian Political Science Review","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Caucus; Blogosphere; Politics; Mainstream; Political science; Media studies; Confidentiality; Law; Public administration; Sociology; The Internet; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004122098,0.0001225223,0.0001997993,0.00004488218,0.004423328,0.00026399,0.0009707075,0.00005422778,0.001196856],"category_scores_gemma":[0.001069059,0.00006634522,0.00006630302,0.0007817931,0.008008,0.0003026226,0.00005136805,0.0002266215,0.00007759149],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230888,"about_ca_system_score_gemma":0.007948147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936,"about_ca_topic_score_gemma":0.9984297,"domain_scores_codex":[0.9966403,0.0003400712,0.0002083518,0.0002769679,0.0006754292,0.001858864],"domain_scores_gemma":[0.9960276,0.0003102289,0.00004682795,0.0003005072,0.00009140142,0.003223441],"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":[3.957649e-7,0.000002148883,0.006748255,0.00002899346,0.000005337969,0.00001559264,0.001170099,6.279191e-8,1.483975e-7,0.9760761,0.01084668,0.005106198],"study_design_scores_gemma":[0.0001121376,0.000006325706,0.01363163,0.0001918513,0.0000310264,0.00003014493,0.002752651,0.00002923319,0.000001000739,0.004501929,0.9785535,0.0001585209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01356382,0.02932649,4.376882e-7,0.6050069,0.0002609138,0.0006935206,0.00002120756,0.00001995671,0.3511068],"genre_scores_gemma":[0.8911927,0.01012129,0.0000148576,0.09760741,0.0002237866,0.00002394076,0.000001523031,0.00000536214,0.0008090673],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9715742,"threshold_uncertainty_score":0.9997162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668016266782508,"score_gpt":0.2850199845388301,"score_spread":0.258339821871005,"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."}}