{"id":"W1483816454","doi":"10.22230/cjc.2009v34n2a2225","title":"Rethinking public relations","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Carleton University","funders":"","keywords":"Political science; Sociology","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":[0.002155459,0.00004837899,0.0000908846,0.0003687709,0.001474606,0.0002627245,0.0009426903,0.0001011409,0.0002379545],"category_scores_gemma":[0.001051958,0.00005195417,0.00006620143,0.0005334654,0.0001588735,0.00100075,0.000008833818,0.00036298,0.00002024001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003539186,"about_ca_system_score_gemma":0.002238188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004231901,"about_ca_topic_score_gemma":0.09234291,"domain_scores_codex":[0.9986911,0.0005397642,0.0003450873,0.00004345207,0.0001996042,0.0001810125],"domain_scores_gemma":[0.9979885,0.00015685,0.0003344638,0.0005074409,0.0006618969,0.0003508198],"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":[0.000001039897,0.00001596625,0.002669082,2.453832e-7,0.00001006308,7.628385e-7,0.01792909,0.00003726107,0.000009010066,0.9302769,0.01140491,0.03764573],"study_design_scores_gemma":[0.0001225446,0.00002053549,0.0225543,0.00003380161,0.00001271271,0.000007125962,0.002523396,0.0000779041,0.000002177195,0.2080625,0.7665064,0.00007657937],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05487856,0.005382958,0.002768985,0.3150545,0.0001938058,0.0001540278,0.000001821864,0.00003054112,0.6215348],"genre_scores_gemma":[0.9944132,0.0005451959,0.003787276,0.0004215445,0.00006353486,0.000001012318,0.000008993569,0.000003947699,0.0007552697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9395347,"threshold_uncertainty_score":0.9998254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05645728471119189,"score_gpt":0.311700347046322,"score_spread":0.2552430623351302,"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."}}