{"id":"W3176541707","doi":"10.18500/1818-9601-2012-12-4-101-106","title":"News Coverage of Political Campaign Debates in Australia, Canada, and the UK","year":2012,"lang":"en","type":"article","venue":"Izvestia of Saratov University Sociology Politology","topic":"Commonwealth, Australian Politics and Federalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Politics; Political science; Media studies; Geography; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004615445,0.0001205169,0.0004467979,0.00009378213,0.0002121227,0.000003567453,0.0002779226,0.0003030444,0.00007453556],"category_scores_gemma":[0.0002088018,0.0001109806,0.00006120622,0.0001124783,0.004963807,0.00007821526,0.00008179352,0.0002719888,0.000001597356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002468155,"about_ca_system_score_gemma":0.0007538156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.97879,"about_ca_topic_score_gemma":0.8847973,"domain_scores_codex":[0.997694,0.0009570894,0.0002664766,0.0001488281,0.000117811,0.0008158545],"domain_scores_gemma":[0.9982,0.001142486,0.0001613263,0.0001628745,0.00006737201,0.0002659302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000338843,0.00001915252,0.3640022,0.000008164685,0.0000194143,0.000006069917,0.007449566,0.000001300895,0.000005182054,0.6279616,0.0004800401,0.00001342033],"study_design_scores_gemma":[0.00226772,0.00007969828,0.8544272,0.00001560908,0.00008483297,0.00002107483,0.03564268,0.00000493163,0.00007629189,0.09428348,0.01282471,0.0002717858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889364,0.0001709232,0.00001647054,0.005733736,0.0002335149,0.0001656581,0.00006842358,0.000006544575,0.004668323],"genre_scores_gemma":[0.9984857,0.00009848597,0.00004463651,0.0005300178,0.00009409821,5.283271e-7,0.000005227399,0.000004140926,0.0007371841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5336781,"threshold_uncertainty_score":0.9977441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02876035437385439,"score_gpt":0.2921610422612981,"score_spread":0.2634006878874437,"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."}}