{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004178476,0.00006022163,0.00008510066,0.000288962,0.001452103,0.0000832955,0.0003365334,0.00007102095,0.00003106158],"category_scores_gemma":[0.00013841,0.0000531447,0.00001695708,0.0007747746,0.0001376311,0.0009372652,0.00006517275,0.0001347551,0.000003059841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001225717,"about_ca_system_score_gemma":0.00165772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2033181,"about_ca_topic_score_gemma":0.9976694,"domain_scores_codex":[0.9986918,0.0007060661,0.0001334459,0.0001320533,0.0001534785,0.0001831699],"domain_scores_gemma":[0.9991043,0.0002536124,0.0001178534,0.0003086176,0.00007981168,0.0001358007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009974726,0.0002851145,0.3036226,0.000003359619,0.00001327636,2.444399e-7,0.02355197,0.00001172661,0.000002016014,0.3176745,0.3436677,0.01115754],"study_design_scores_gemma":[0.0002673775,0.00002858202,0.07916498,0.00001147469,0.000007896318,5.946609e-8,0.1261346,0.0002668554,3.751494e-7,0.001227329,0.7928203,0.0000702269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5830728,0.0001492752,0.0000735978,0.01772671,0.0001723253,0.0005069601,0.00000483115,0.00003598808,0.3982576],"genre_scores_gemma":[0.9694205,0.0002895665,0.0001621091,0.00003178506,0.00001664499,0.000003216923,0.000008008952,0.00000450799,0.03006367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7943513,"threshold_uncertainty_score":0.9998479,"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."}}