{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03713948,0.001033698,0.0009231476,0.00399108,0.01784771,0.04176363,0.003959441,0.01903971,0.01932353],"category_scores_gemma":[0.04837561,0.0008218842,0.001151607,0.002756255,0.09410457,0.05345434,0.01961451,0.02952376,0.004320809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01908394,"about_ca_system_score_gemma":0.01759196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01145441,"about_ca_topic_score_gemma":0.01204591,"domain_scores_codex":[0.9663408,0.01763205,0.0008360936,0.005185404,0.005550794,0.004454972],"domain_scores_gemma":[0.9479618,0.03524698,0.001659004,0.007589967,0.004558301,0.00298383],"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":[0.000007042432,0.00001209819,0.0001013203,0.00004656666,0.000004948773,0.00006915066,0.008808456,0.00007206643,0.00007024244,0.946269,0.03313594,0.01140316],"study_design_scores_gemma":[0.00001266379,0.00001337193,0.0001399129,0.0002253378,0.000007724988,0.00006041522,0.00633717,0.0001533899,0.000163392,0.3490999,0.6437709,0.00001581657],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006495617,0.01310225,0.01359004,0.6055489,0.01227625,0.00004914145,0.00007526537,0.0004975643,0.348365],"genre_scores_gemma":[0.6153625,0.01033672,0.008472716,0.2452194,0.01907868,0.0002574578,0.0001586419,0.001126993,0.09998699],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04176363,"threshold_uncertainty_score":0.1964146,"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."}}