{"id":"W2756480085","doi":"10.20319/pijss.2017.32.833855","title":"SUNNY WAYS OR SOMBER WEATHER? INTERNATIONAL MANAGEMENT CONSULTANTS AND APPRAISAL OF POLICY CAPACITY","year":2017,"lang":"en","type":"article","venue":"PEOPLE International Journal of Social Sciences","topic":"International Development and Aid","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Performance appraisal; Business; Management; 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":[0.001445245,0.0001112157,0.0002077726,0.0003132143,0.0009746565,0.0004551679,0.001687134,0.00006660078,0.0004311599],"category_scores_gemma":[0.001719254,0.00008920406,0.0000937564,0.0001776492,0.001229234,0.0009986248,0.0002433425,0.0001215535,0.00000762337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811551,"about_ca_system_score_gemma":0.0005581836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429215,"about_ca_topic_score_gemma":0.001587037,"domain_scores_codex":[0.9974077,0.00005769396,0.0004603553,0.0001661766,0.001682888,0.0002252148],"domain_scores_gemma":[0.9976448,0.0002327877,0.0009243584,0.00005805198,0.001058611,0.0000813272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001763006,0.0001552536,0.08007929,0.000008659853,0.0003422957,0.00003077208,0.02205876,0.000004071908,0.0002004819,0.881308,0.001924287,0.01371187],"study_design_scores_gemma":[0.002741328,0.0001535914,0.7752666,0.0002341957,0.00005900853,0.00007608145,0.02025829,0.000151182,0.0004053592,0.04844988,0.1517196,0.0004848395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6493075,0.00002685567,0.0003394971,0.03369028,0.004813695,0.0001271258,0.00004847732,0.00001349537,0.311633],"genre_scores_gemma":[0.9945988,0.0004894888,0.002088728,0.0001503992,0.001208137,0.000002649261,0.000001576066,0.000005261998,0.00145496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8328581,"threshold_uncertainty_score":0.7496369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0643555442957695,"score_gpt":0.4057821483986755,"score_spread":0.341426604102906,"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."}}