{"id":"W1009433608","doi":"","title":"The anxious profession : a study of competencies, qualifications, and education in Canadian public relations","year":2014,"lang":"en","type":"article","venue":"VIUSpace (Vancouver Island University Library)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedagogy; Political science; Public relations; Sociology; Psychology; Medical education; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004904603,0.0003893889,0.0005612674,0.003817104,0.02374207,0.006149324,0.001676317,0.001498118,0.004133198],"category_scores_gemma":[0.01369448,0.0006535168,0.0003034753,0.006281286,0.006965293,0.00240853,0.004169385,0.003612416,0.0002598936],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09284037,"about_ca_system_score_gemma":0.1423064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9836785,"about_ca_topic_score_gemma":0.993378,"domain_scores_codex":[0.9948701,0.0009074601,0.0001464009,0.000272564,0.001618706,0.002184804],"domain_scores_gemma":[0.9905182,0.002647217,0.001140832,0.0001271106,0.002614381,0.002952211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003422265,0.0001645349,0.0604449,0.0001023919,0.00000482122,0.0003762003,0.9222352,0.00003340452,0.0003210354,0.002938681,0.002237858,0.01110682],"study_design_scores_gemma":[0.000002319191,0.00002469999,0.05050547,0.00008042499,0.000002761925,0.00005096546,0.9426339,0.00005987072,0.00002453027,0.0001030305,0.006496792,0.00001522598],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883846,0.0004291113,0.00006593265,0.002208909,0.0000273814,0.00007014004,0.00008088582,0.000003593902,0.008729494],"genre_scores_gemma":[0.9941959,0.0007060326,0.0001147061,0.0006874533,0.00001107952,0.00003623418,0.00005711206,0.000005833546,0.004185555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9071596,"threshold_uncertainty_score":0.6736072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048383712914329,"score_gpt":0.2390595191035771,"score_spread":0.2285756819744338,"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."}}