{"id":"W4312133454","doi":"10.6017/ijahe.v9i3.16045","title":"Global South Research Collaboration","year":2022,"lang":"en","type":"article","venue":"International Journal of African Higher Education","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Global South; Scope (computer science); Hegemony; Political science; Globalization; Public relations; Sociology; Regional science; Geography; Economic geography; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01501488,0.0004055102,0.0006852712,0.003011952,0.005970486,0.01033525,0.0008764877,0.002036279,0.03565679],"category_scores_gemma":[0.01986897,0.0002549051,0.0005603568,0.006619483,0.005713962,0.008215962,0.02096968,0.002687253,0.003621691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004685625,"about_ca_system_score_gemma":0.01652499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002475831,"about_ca_topic_score_gemma":0.003902711,"domain_scores_codex":[0.9844015,0.009914354,0.000653217,0.001884359,0.0018591,0.001287519],"domain_scores_gemma":[0.9730071,0.01116664,0.002677238,0.004635257,0.004362364,0.004151427],"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":[0.0001149645,0.00004622796,0.0221866,0.001644826,0.0001474547,0.0009719983,0.1101701,0.000335802,0.001518719,0.6862305,0.03109802,0.1455348],"study_design_scores_gemma":[0.00002326041,0.00007701493,0.01242078,0.001012421,0.00005303881,0.0009049639,0.05793383,0.0001931883,0.0006071519,0.1189409,0.8078058,0.00002771171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.119343,0.01422081,0.01329839,0.05185253,0.001558058,0.0001934763,0.0005470075,0.0002511797,0.7987355],"genre_scores_gemma":[0.9095969,0.0108837,0.007571115,0.009670757,0.0004426196,0.0002519809,0.0005398552,0.0002416259,0.06080155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9940295,"threshold_uncertainty_score":0.1192838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116131847556552,"score_gpt":0.487957454739556,"score_spread":0.3763442699839007,"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."}}