{"id":"W1969441177","doi":"10.1177/1461445611411687f","title":"Book Review: Media, Policy and Interaction","year":2011,"lang":"en","type":"article","venue":"Discourse Studies","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Sociology; Media studies; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001348404,0.00006459498,0.0001490997,0.00003478595,0.0002741572,0.000007974018,0.00005921958,0.00002728431,0.0001930617],"category_scores_gemma":[0.001504424,0.00005372653,0.00003267556,0.00009458401,0.0006341101,0.0001583495,0.00003348183,0.00005999911,0.0000391632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004647281,"about_ca_system_score_gemma":0.00007685989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001837179,"about_ca_topic_score_gemma":0.0006965924,"domain_scores_codex":[0.9993836,0.00008934225,0.0001000618,0.00009074325,0.0001420082,0.0001941919],"domain_scores_gemma":[0.9995594,0.0001831911,0.00004678943,0.00006098703,0.00006970165,0.00007993162],"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":[0.000004212502,0.00003377857,0.003383067,0.00009937705,0.00009193333,0.000005138661,0.4367841,2.51227e-9,0.000002188857,0.05268119,0.4950476,0.01186744],"study_design_scores_gemma":[0.00006093237,0.00001437935,0.001079081,0.0002277663,0.0000595981,4.654423e-7,0.1682454,5.270229e-8,0.00003164485,0.003041903,0.82715,0.00008876144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02033109,0.8257698,0.000002268284,0.0353373,0.002050082,0.0003204806,0.000009973713,0.00008695749,0.116092],"genre_scores_gemma":[0.1899413,0.7807382,0.00004872325,0.02025248,0.002777061,0.00005892426,0.000002261342,0.00001224168,0.006168754],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3321024,"threshold_uncertainty_score":0.2777278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0999863882339041,"score_gpt":0.4529307203590585,"score_spread":0.3529443321251544,"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."}}