{"id":"W3016561725","doi":"10.5430/ijba.v11n3p1","title":"Policy Makers and Their Communication Strategy","year":2020,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislature; Social media; Section (typography); Test (biology); Public relations; Social network (sociolinguistics); Advertising; Sociology; Computer science; Political science; Business; World Wide Web; 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":[0.0001584994,0.00005620275,0.00009305455,0.00006615127,0.0001028277,0.0001509435,0.0002438511,0.00005610403,0.00003414763],"category_scores_gemma":[0.0009034359,0.00005118117,0.00003273661,0.0001687415,0.0001589892,0.0003576288,0.00001778075,0.00009930814,0.000002790672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005911813,"about_ca_system_score_gemma":0.0008483696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002208041,"about_ca_topic_score_gemma":0.0001097385,"domain_scores_codex":[0.9992342,0.00009639317,0.0002487443,0.00005105668,0.0002870369,0.00008256277],"domain_scores_gemma":[0.9986391,0.0001362267,0.0002610639,0.00003680118,0.0008027204,0.0001240814],"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":[0.0005564503,0.0002672908,0.0248232,0.00003976244,0.0003217373,0.00007810945,0.1048397,0.0001671741,0.004720544,0.683933,0.002892741,0.1773603],"study_design_scores_gemma":[0.005704524,0.001101671,0.1616106,0.0004704907,0.0001516226,0.0003259903,0.2478904,0.001003767,0.009104355,0.1847242,0.3867677,0.001144707],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7819031,0.0002084243,0.00226318,0.2070324,0.0007150363,0.0001077001,0.00001677856,0.00002284517,0.00773054],"genre_scores_gemma":[0.9964985,0.0005803459,0.0002040823,0.0009221312,0.001754071,9.659713e-7,0.00000822575,0.00000472982,0.00002695382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4992088,"threshold_uncertainty_score":0.2087107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05721391715257615,"score_gpt":0.3682176964497436,"score_spread":0.3110037792971674,"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."}}