{"id":"W1729477053","doi":"10.25916/sut.26224886","title":"The role of research in PR practice: the other side of the story, from the developing world (Ghana)","year":2024,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Public relations","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04243903,0.0005408242,0.001064783,0.003127621,0.01140341,0.01864476,0.001633699,0.009721343,0.003850144],"category_scores_gemma":[0.04949624,0.0005988097,0.0005086901,0.005520349,0.06649095,0.02953641,0.01009345,0.0143198,0.0005775361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01276468,"about_ca_system_score_gemma":0.01677486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01752421,"about_ca_topic_score_gemma":0.01528164,"domain_scores_codex":[0.9459602,0.04459496,0.001520044,0.001841887,0.003661364,0.002421583],"domain_scores_gemma":[0.8621594,0.1081229,0.01184573,0.003641888,0.006665476,0.007564507],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001103984,0.00008426825,0.006575674,0.0022066,0.00002288689,0.002517552,0.6563182,0.0001028861,0.0007087688,0.2753045,0.01975328,0.03629493],"study_design_scores_gemma":[0.00005529718,0.0001781802,0.004481097,0.005212617,0.0000227818,0.001655606,0.5650744,0.0001201742,0.0004568888,0.05084337,0.3718512,0.00004823395],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04974348,0.05896467,0.001864366,0.8567402,0.0008230357,0.0000684418,0.00006618631,0.00002079273,0.03170883],"genre_scores_gemma":[0.8252451,0.06509714,0.003487811,0.0981297,0.001510299,0.0001615736,0.00005373541,0.00007245276,0.006242228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.957561,"threshold_uncertainty_score":0.2244417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06125796746963594,"score_gpt":0.3924856238594305,"score_spread":0.3312276563897946,"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."}}