{"id":"W1934761480","doi":"10.12794/metadc177235","title":"Shifting Paradigms, Changing Fortunes: Fundraising at Makerere University","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004145079,0.000247014,0.0004740972,0.0005021592,0.0007465625,0.00008491421,0.0002802168,0.0003215276,0.002621096],"category_scores_gemma":[0.00004531057,0.0003372855,0.0001944559,0.0003512464,0.00001699519,0.0003553929,0.000107329,0.0002966129,0.0008070399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005307414,"about_ca_system_score_gemma":0.00004068865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007302192,"about_ca_topic_score_gemma":0.002796233,"domain_scores_codex":[0.9987922,0.00001771309,0.0003662145,0.0002511292,0.00004212687,0.0005306018],"domain_scores_gemma":[0.9990892,0.00006882038,0.0004355365,0.0002594337,0.00002446894,0.0001225838],"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":[0.0001604728,0.0002173758,0.2252589,0.0006654489,0.0007619347,0.00002880407,0.104928,0.000004576279,0.00003572859,0.6339294,0.005834211,0.02817516],"study_design_scores_gemma":[0.0009252643,0.00003489665,0.3433775,0.0002652961,0.00007551324,0.000005102642,0.03287566,0.0001374619,0.0001056501,0.007934975,0.6121366,0.002126124],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5402634,0.001241908,0.00007919472,0.00006531997,0.0007825261,0.0001335503,0.00004441183,0.00007514919,0.4573145],"genre_scores_gemma":[0.8039286,0.0002431995,0.0001568046,0.00005114213,0.0001400153,0.000001285199,0.001004718,0.00004068924,0.1944336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6259944,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0648525991431802,"score_gpt":0.2375694219579061,"score_spread":0.1727168228147259,"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."}}