{"id":"W1484901100","doi":"10.22230/cjc.2009v34n2a2033","title":"Out of the Fog and into the Future: Directions of Public Relations, Theory Building, Research, and Practice","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Perspective (graphical); Sociology; Public relations; Delphi method; Political science; Engineering ethics; Social science; Engineering; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.009197544,0.00004037137,0.00008510827,0.0002137119,0.001726473,0.0001132325,0.0007701212,0.00007039221,0.00001366511],"category_scores_gemma":[0.004434529,0.00002779108,0.00003491919,0.0005847685,0.0009668689,0.0006370156,0.00004456195,0.000422347,2.963862e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188398,"about_ca_system_score_gemma":0.0009860892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005189032,"about_ca_topic_score_gemma":0.08143205,"domain_scores_codex":[0.9962422,0.003036712,0.0003122081,0.00004580925,0.0002504372,0.0001126859],"domain_scores_gemma":[0.9959871,0.00171276,0.0004563026,0.0005821864,0.001131898,0.0001297778],"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":[0.000004805297,0.00002293534,0.001757342,0.000001084855,0.00002070772,4.540737e-8,0.03759515,0.000002824581,0.00004233209,0.8839082,0.00127599,0.07536864],"study_design_scores_gemma":[0.0001038653,0.00004016234,0.05203366,0.00005104349,0.0000286952,0.000006988158,0.04130095,0.00001832379,0.00001157956,0.1946559,0.7117111,0.0000376762],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.187187,0.0893895,0.0005946594,0.6504496,0.0002532724,0.0004180226,0.000003840386,0.000007236479,0.07169684],"genre_scores_gemma":[0.9870178,0.01124629,0.001379015,0.000103904,0.00004553191,0.000002279553,8.992849e-7,0.000002964214,0.0002013869],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7998307,"threshold_uncertainty_score":0.9995732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0604689528224832,"score_gpt":0.3852419996011058,"score_spread":0.3247730467786226,"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."}}