{"id":"W2900857380","doi":"10.15173/jpc.v5i2.3746","title":"Public relations excellence","year":2018,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Excellence; Public relations; Publics; Scholarship; Context (archaeology); Sociology; Political science; Field (mathematics); Management; Law","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":[0.01321568,0.0005144741,0.0008481442,0.001326986,0.007492078,0.01529161,0.002142132,0.01327662,0.01713138],"category_scores_gemma":[0.038252,0.0002777581,0.000999936,0.001617945,0.01795844,0.01480848,0.01366159,0.01640495,0.005115547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007476701,"about_ca_system_score_gemma":0.01191734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00266901,"about_ca_topic_score_gemma":0.004441505,"domain_scores_codex":[0.970534,0.01346298,0.001473258,0.00326819,0.007377956,0.003883522],"domain_scores_gemma":[0.9781621,0.01106655,0.001476609,0.002557837,0.004160404,0.002576643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009586077,0.00001720666,0.0001482472,0.0001387616,0.000009012761,0.0001459875,0.005260498,0.00006264239,0.00005028809,0.7621047,0.2099078,0.02214529],"study_design_scores_gemma":[0.000004648928,0.00001199106,0.0002347529,0.0002056403,0.000004456936,0.0001881013,0.002024317,0.0000399301,0.00007360086,0.07299677,0.9242048,0.00001087142],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001832087,0.008781028,0.002897085,0.7489327,0.01549026,0.00002660838,0.00004043063,0.0001143062,0.2218856],"genre_scores_gemma":[0.2958583,0.01421435,0.003184782,0.4900728,0.04563073,0.0001505541,0.0001595536,0.0003706635,0.1503582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01713138,"threshold_uncertainty_score":0.06989199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062243232633024,"score_gpt":0.4010920517859922,"score_spread":0.2948677285226898,"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."}}