{"id":"W2120381445","doi":"10.1002/pa.94","title":"Managing public affairs through storytelling","year":2002,"lang":"en","type":"article","venue":"Journal of Public Affairs","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Storytelling; Narrative; Public relations; Sociology; Political science; Public administration; Art; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01177431,0.0008355157,0.000279558,0.003245686,0.007276739,0.01575221,0.002115017,0.002318633,0.01005161],"category_scores_gemma":[0.01875792,0.00041014,0.0003137414,0.00198768,0.01200846,0.01331868,0.01069771,0.002508342,0.001372744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003673107,"about_ca_system_score_gemma":0.003579644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247431,"about_ca_topic_score_gemma":0.001495275,"domain_scores_codex":[0.9869537,0.01053977,0.0002513057,0.0004257469,0.0009724378,0.0008570435],"domain_scores_gemma":[0.9745335,0.01734777,0.003250922,0.001511682,0.00120022,0.002156016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001264962,0.000306148,0.008952092,0.0005083046,0.00005758123,0.001981322,0.4136452,0.003774518,0.002068833,0.2873535,0.05683706,0.2243889],"study_design_scores_gemma":[0.00003734826,0.0001184844,0.00166398,0.0006132841,0.00002915943,0.0009892049,0.2263623,0.004686168,0.002095845,0.1184187,0.6449264,0.00005909744],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2827075,0.005978188,0.1146349,0.06349476,0.0006424485,0.0006185795,0.0002698485,0.001226886,0.5304269],"genre_scores_gemma":[0.975464,0.001407423,0.01158928,0.0006692622,0.0001712461,0.0001623502,0.0001056411,0.00006862381,0.01036209],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01575221,"threshold_uncertainty_score":0.06226921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04244822550552396,"score_gpt":0.2183739920373702,"score_spread":0.1759257665318462,"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."}}