{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003539915,0.00006166058,0.0001124403,0.0002165725,0.001807096,0.00009194951,0.001093545,0.0001169196,0.0007835157],"category_scores_gemma":[0.001312962,0.00005350108,0.00007778739,0.000549487,0.0004763494,0.001223803,0.0001457526,0.0004170121,0.00010383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001667865,"about_ca_system_score_gemma":0.0007586328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006545532,"about_ca_topic_score_gemma":0.0002931953,"domain_scores_codex":[0.997528,0.001203438,0.0005121058,0.00006533277,0.0005359097,0.0001552634],"domain_scores_gemma":[0.9962565,0.0004983448,0.0007045162,0.0005343973,0.001885526,0.0001206614],"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":[0.00003307435,0.0004276271,0.008593845,0.000003022495,0.00004140533,3.999714e-7,0.01703399,0.000004033866,0.0003586441,0.8754625,0.07137007,0.02667136],"study_design_scores_gemma":[0.0003119072,0.00006401542,0.02058639,0.0001177001,0.00001927607,0.000007065261,0.009200652,0.0001874266,0.00003708781,0.06852147,0.9008327,0.0001142983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1775586,0.003495195,0.008675041,0.2830993,0.001631185,0.0004072387,0.000003120422,0.00008572953,0.5250446],"genre_scores_gemma":[0.9847426,0.0008408719,0.008151804,0.0001873834,0.0002857003,0.000006532182,0.000006573795,0.000006709413,0.005771867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8294626,"threshold_uncertainty_score":0.9994924,"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."}}