{"id":"W7132869878","doi":"","title":"Education and (in)security: The Canadian International Development Agency&apos;s Education Sector Aid to Conflict-affected States, 2000-2013","year":2015,"lang":"","type":"dissertation","venue":"TSpace","topic":"Peacebuilding and International Security","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Typology; Government (linguistics); Accountability; Public sector; Security sector reform; Development aid; Higher education; Security studies; Education policy; Basic education","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":[],"category_scores_codex":[0.001567125,0.0005002862,0.0003749002,0.00102039,0.0009875539,0.0006516951,0.0009322444,0.0004723811,0.00119791],"category_scores_gemma":[0.0006064114,0.0004894924,0.00007756849,0.001026518,0.0001619852,0.0003412591,0.0000806942,0.0006891446,0.0002597075],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004463495,"about_ca_system_score_gemma":0.02669667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7516209,"about_ca_topic_score_gemma":0.9353122,"domain_scores_codex":[0.9962096,0.0003454038,0.0006569638,0.0008248305,0.00127016,0.0006930757],"domain_scores_gemma":[0.9965788,0.000120916,0.0004392241,0.0003054003,0.001591428,0.0009642104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001157573,0.0005608608,0.003222353,0.00007547357,0.0001358365,0.000002619702,0.8246912,0.00004747381,0.000116129,0.003539953,0.1376439,0.02984848],"study_design_scores_gemma":[0.0002680197,0.00004233195,0.06082614,0.0004408108,0.00003355448,0.000004548316,0.05583077,0.0002154213,0.0000997505,0.0008573561,0.8807998,0.0005815318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.920368,0.004751756,0.000003252512,0.007304156,0.007033389,0.001464262,0.00004101346,0.00004106011,0.05899308],"genre_scores_gemma":[0.9333422,0.002110681,0.0002346823,0.001395378,0.000978886,0.0004295419,0.002093575,0.00004708759,0.05936798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7688605,"threshold_uncertainty_score":0.9997557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03478343025666209,"score_gpt":0.400960627230468,"score_spread":0.3661771969738059,"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."}}