{"id":"W4406367068","doi":"10.1016/j.ijedudev.2025.103207","title":"Localizing the education development research agenda in the Global South: The case of GPE KIX","year":2025,"lang":"en","type":"article","venue":"International Journal of Educational Development","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"International Development Research Centre","keywords":"Political science; Regional science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0693296,0.0005993207,0.000855253,0.001578195,0.02852084,0.01534071,0.002199095,0.005905434,0.004985594],"category_scores_gemma":[0.03541058,0.00110319,0.0007817139,0.002890495,0.04859646,0.01825824,0.04340253,0.01247257,0.0005973413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01075012,"about_ca_system_score_gemma":0.02593605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00668571,"about_ca_topic_score_gemma":0.008512981,"domain_scores_codex":[0.948254,0.04306903,0.0008335571,0.002523281,0.00166518,0.0036549],"domain_scores_gemma":[0.9461232,0.04227272,0.002355146,0.003751299,0.002080887,0.003416698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007849595,0.00007882799,0.002800622,0.0005791272,0.00001607288,0.003294502,0.7566997,0.0007068224,0.0009785385,0.2101788,0.002400924,0.02218758],"study_design_scores_gemma":[0.00004241994,0.0001486247,0.001987867,0.0007482967,0.00001561626,0.0009558878,0.7914726,0.0006353043,0.0008082775,0.06523723,0.1378902,0.0000575512],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7044465,0.003111614,0.04170562,0.1327753,0.0004595756,0.0009734422,0.00006745217,0.0001699826,0.1162905],"genre_scores_gemma":[0.9745485,0.0007803605,0.01135421,0.006315229,0.00003646882,0.0005845065,0.00002334603,0.0000775466,0.006279912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0693296,"threshold_uncertainty_score":0.3666543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06521482865021176,"score_gpt":0.4801892554680396,"score_spread":0.4149744268178278,"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."}}