{"id":"W4392424078","doi":"10.6000/1929-4409.2020.09.353","title":"Marketing Communications Management in the Public Administration System","year":2021,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Marketing and Advertising Strategies","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Administration (probate law); Business; Marketing; Medicine; Public relations; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001279596,0.00006155484,0.0001147285,0.0001575891,0.0001116954,0.0001220285,0.0004505467,0.00006610681,0.00001949464],"category_scores_gemma":[0.0002872734,0.00004749175,0.00004335231,0.00002504782,0.0001971097,0.0002166021,0.000130372,0.0002148289,0.000004384502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002362464,"about_ca_system_score_gemma":0.00003572565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000443974,"about_ca_topic_score_gemma":0.00001049649,"domain_scores_codex":[0.9991745,0.0001968807,0.0003183799,0.00008289825,0.0001200882,0.0001071955],"domain_scores_gemma":[0.9990125,0.000331798,0.0002664404,0.0001219792,0.0002626842,0.000004575744],"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":[0.00005571487,0.00005999073,0.006813427,0.0000535456,0.00008879656,0.0003339106,0.0001767623,0.000001611906,0.00003228692,0.9833039,0.0005018428,0.008578224],"study_design_scores_gemma":[0.003223899,0.00007098893,0.4102738,0.0005830318,0.0002980177,0.005963317,0.04646677,0.001783529,0.00002298647,0.2329016,0.297965,0.0004469766],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306895,0.0009158055,0.0001974074,0.03643576,0.0008027781,0.00003907039,6.8994e-7,0.0000126335,0.03090635],"genre_scores_gemma":[0.9971342,0.0002124994,0.0004132956,0.001859816,0.0003344476,0.000003356864,0.000008774848,0.000003245804,0.00003036477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7504022,"threshold_uncertainty_score":0.1936658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06144868265386434,"score_gpt":0.3119081158467338,"score_spread":0.2504594331928695,"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."}}