{"id":"W1542927589","doi":"10.1108/13632541111151005","title":"History and development of public relations education in North America","year":2011,"lang":"en","type":"article","venue":"Journal of Communication Management","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Curriculum; Originality; Higher education; Sociology; Value (mathematics); Public relations; Political science; Library science; Social science; Law; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001287661,0.00004735883,0.0001054045,0.0004350192,0.0001645673,0.00001541178,0.0005011825,0.00003080634,0.0001516185],"category_scores_gemma":[0.00007584875,0.00004916269,0.00002527605,0.0003045354,0.0001483417,0.0005167809,0.0001037288,0.0001324064,0.000005032053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003953244,"about_ca_system_score_gemma":0.0006160088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001452551,"about_ca_topic_score_gemma":0.001287941,"domain_scores_codex":[0.9986981,0.0003876808,0.0005571499,0.00005040317,0.0002241122,0.0000825181],"domain_scores_gemma":[0.9985968,0.00006278152,0.0006468899,0.0003514365,0.0002843393,0.00005777573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001065504,0.0007212478,0.07350687,0.00001382097,0.00006535156,2.140149e-7,0.0833014,0.00001111769,0.000003183618,0.1783272,0.00261636,0.6614226],"study_design_scores_gemma":[0.0001489019,0.00001197443,0.3757973,0.00002865268,0.00001236852,3.80204e-7,0.02048417,0.0000195109,0.000001099732,0.001330103,0.6021147,0.00005087423],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3752634,0.01002498,0.01194384,0.003964117,0.0002031227,0.0004779712,5.335213e-7,0.00002132289,0.5981007],"genre_scores_gemma":[0.9236861,0.004022364,0.07168707,0.00005042561,0.000006708887,0.00001160492,0.000005917744,0.000003722834,0.0005260692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6613717,"threshold_uncertainty_score":0.2004796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07723319272304396,"score_gpt":0.3076540490740344,"score_spread":0.2304208563509904,"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."}}