{"id":"W1483950118","doi":"10.22230/cjc.2013v38n4a2653","title":"Research in Brief","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada; University of Ottawa","keywords":"Barometer; Public opinion; Politics; Government (linguistics); Political science; Argument (complex analysis); Public administration; Media coverage; Survey data collection; Media studies; Public relations; Geography; Sociology; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.003041494,0.00002861885,0.00007864248,0.0002983085,0.0005734728,0.00009053872,0.0008670184,0.00004874623,0.0002839453],"category_scores_gemma":[0.0004351424,0.00002892261,0.0000230039,0.0004614028,0.00034301,0.0002853617,0.00002771318,0.0003891742,0.00004615196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003176713,"about_ca_system_score_gemma":0.001168889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3480379,"about_ca_topic_score_gemma":0.7054618,"domain_scores_codex":[0.9983664,0.0009502031,0.0002270232,0.00003260582,0.0002073318,0.0002163952],"domain_scores_gemma":[0.9983122,0.0003557398,0.00009620231,0.0003605456,0.0006255598,0.0002497798],"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":[0.000007214555,0.00006333477,0.06891721,0.000008476832,0.00002675277,0.000007328259,0.1050676,0.00003545575,0.00006105233,0.4665117,0.08140028,0.2778936],"study_design_scores_gemma":[0.0002115502,0.00003216996,0.1038119,0.0001183298,0.000002462597,0.000002487511,0.04206598,0.00003118919,0.000008597655,0.03603631,0.8176107,0.00006834538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4585242,0.01036723,0.00001760938,0.1356312,0.0001993443,0.0003324804,6.645123e-7,0.000005060535,0.3949223],"genre_scores_gemma":[0.9966719,0.002511173,0.000373581,0.0001326435,0.00005440192,0.000009722439,9.608918e-7,0.000003348796,0.0002422493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7362103,"threshold_uncertainty_score":0.6563036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1284161712269478,"score_gpt":0.3968917572073488,"score_spread":0.268475585980401,"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."}}