{"id":"W191622635","doi":"10.15173/mjc.v6i0.247","title":"Municipal Government Communications: The Case of Local Government Communications","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Local government; Telecommunications; Government (linguistics); Business; Public administration; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008700479,0.0003441925,0.000441401,0.001705952,0.01783571,0.007897695,0.001654188,0.007511808,0.006913735],"category_scores_gemma":[0.02675608,0.0004378091,0.0005727204,0.005674407,0.007377046,0.005631117,0.003750981,0.00325554,0.0006438221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00827885,"about_ca_system_score_gemma":0.007361368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04231942,"about_ca_topic_score_gemma":0.07242499,"domain_scores_codex":[0.9804479,0.01492997,0.0002903979,0.0005134605,0.001467493,0.002350699],"domain_scores_gemma":[0.9688241,0.02406923,0.002279896,0.001540195,0.001711352,0.001575142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004083157,0.0005442332,0.02061038,0.00044674,0.0000528665,0.05878719,0.3083499,0.01102368,0.001230941,0.5497159,0.01581305,0.03301673],"study_design_scores_gemma":[0.0001682932,0.000438097,0.01625777,0.0004797615,0.0001115675,0.0134873,0.6942558,0.02045055,0.002156607,0.05583246,0.1962165,0.0001452713],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7994488,0.0005362484,0.00632466,0.01490053,0.0001042125,0.0002812816,0.0001220733,0.00005260311,0.1782295],"genre_scores_gemma":[0.9880426,0.0002928392,0.002518773,0.0004077232,0.00004202245,0.0001604889,0.00002901652,0.000009797332,0.008496729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04231942,"threshold_uncertainty_score":0.0841462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03727724746751804,"score_gpt":0.3328956829940062,"score_spread":0.2956184355264881,"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."}}