{"id":"W4285489781","doi":"10.1016/j.ijedudev.2022.102646","title":"Mauritius as a developing education hub","year":2022,"lang":"en","type":"article","venue":"International Journal of Educational Development","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Higher education; General partnership; Economic growth; International education; Incentive; Position (finance); Political science; Business; Economics; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001111744,0.0001259711,0.000145813,0.0004530372,0.0007750888,0.0001346123,0.0009289691,0.00003522872,0.007984255],"category_scores_gemma":[0.0004654468,0.0001423167,0.0000845976,0.0003664741,0.00006630511,0.0004096716,0.0001309224,0.00023261,0.000172209],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003181336,"about_ca_system_score_gemma":0.03437941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002025818,"about_ca_topic_score_gemma":0.00005607752,"domain_scores_codex":[0.9965804,0.0001629408,0.0007204377,0.0001810197,0.002121567,0.0002336755],"domain_scores_gemma":[0.9973752,0.0002087499,0.0006388852,0.00008800629,0.001512405,0.0001767696],"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":[0.0001370352,0.001613904,0.02936533,0.00001049085,0.000386607,0.00001922352,0.06097037,0.000146051,0.00008435023,0.6016451,0.2217405,0.08388107],"study_design_scores_gemma":[0.0002321387,0.00001899293,0.034752,0.00004395087,0.000006216893,0.0001132177,0.007033193,3.20641e-7,0.0001392221,0.01652532,0.9409559,0.0001795426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5736203,0.001925979,0.000608867,0.2563306,0.0396431,0.0004962043,0.00001415021,0.00003586939,0.1273249],"genre_scores_gemma":[0.9252121,0.0002138849,0.03245062,0.007481503,0.001983738,0.0001669273,0.0000638915,0.00002073432,0.0324066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7192154,"threshold_uncertainty_score":0.9929226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553065051789949,"score_gpt":0.362211634102889,"score_spread":0.3466809835849895,"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."}}