{"id":"W4408815384","doi":"10.2139/ssrn.5171987","title":"Critical Analysis of Canada's Africa Strategy: A Partnership for Shared Prosperity and Security","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"International Development and Aid","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada); University of Toronto","funders":"","keywords":"Prosperity; General partnership; Political science; Development economics; Economic growth; Economics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01929027,0.0006433669,0.0004569068,0.00440905,0.01058281,0.01141766,0.002046723,0.002241061,0.007559261],"category_scores_gemma":[0.03919479,0.0001832226,0.0004416498,0.003529971,0.007525389,0.002665265,0.002706144,0.002995451,0.0002120917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1183038,"about_ca_system_score_gemma":0.2505506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8469352,"about_ca_topic_score_gemma":0.8806635,"domain_scores_codex":[0.9906102,0.004177363,0.0001728477,0.0003192481,0.002537966,0.002182311],"domain_scores_gemma":[0.9628167,0.01588414,0.001057374,0.0008285833,0.01645505,0.002958205],"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":[0.0004174271,0.0001230434,0.005003437,0.0006944535,0.0001062175,0.0004916426,0.01832975,0.004549616,0.0006579953,0.7028216,0.1787482,0.08805668],"study_design_scores_gemma":[0.0001194228,0.000189514,0.02376703,0.002270251,0.0002637306,0.0001223916,0.1205381,0.009528934,0.003434204,0.3025437,0.5370337,0.0001890811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2457034,0.01929681,0.01871241,0.3178068,0.002353361,0.002211693,0.00184251,0.0002961119,0.3917769],"genre_scores_gemma":[0.963442,0.002071743,0.007694847,0.006944575,0.0001305755,0.0002724905,0.0001450328,0.00006821448,0.01923051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1530648,"threshold_uncertainty_score":0.8583581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376625105645075,"score_gpt":0.3298550794587365,"score_spread":0.3060888284022858,"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."}}