{"id":"W2028985370","doi":"10.1002/pa.135","title":"The development of competencies in international public affairs","year":2003,"lang":"en","type":"article","venue":"Journal of Public Affairs","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Curriculum; Experiential learning; Public relations; Student affairs; Political science; Politics; Business; Management; Sociology; Higher education; Pedagogy; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001824946,0.0001231443,0.0001959802,0.0005058674,0.0002241658,0.0003220415,0.0005436363,0.00003147724,0.0004053533],"category_scores_gemma":[0.00101926,0.00008433651,0.00007652456,0.0007405088,0.00009120187,0.001241471,0.0001857452,0.0001275597,0.00002408767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008833704,"about_ca_system_score_gemma":0.0001232945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004846241,"about_ca_topic_score_gemma":0.0004582209,"domain_scores_codex":[0.9982864,0.00002422545,0.0007239467,0.00009951062,0.0006277444,0.0002381935],"domain_scores_gemma":[0.9983797,0.00009392933,0.0007191718,0.00009488624,0.000695538,0.00001677519],"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":[0.00001517266,0.0002234633,0.1768055,0.00004206754,0.0002826726,0.000007839809,0.0003930889,0.00004805897,0.0001168115,0.802899,0.01167806,0.007488238],"study_design_scores_gemma":[0.0008062515,0.000008974334,0.04022522,0.00003863179,0.00001806388,0.000003618129,0.02266977,0.0001196859,0.00005475028,0.007329777,0.9285618,0.0001634283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1268668,0.002163326,0.01727368,0.03491176,0.003985552,0.0004923971,0.000001723978,0.00006943817,0.8142353],"genre_scores_gemma":[0.9967533,0.00005691822,0.002395691,0.00007855581,0.0002655716,0.000003191433,0.000003219245,0.00001193811,0.0004316377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9168838,"threshold_uncertainty_score":0.4438335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751750120516047,"score_gpt":0.2211684232885116,"score_spread":0.1936509220833511,"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."}}