{"id":"W4402601085","doi":"10.5206/cie-eci.v53i2.16852","title":"Voices From the Periphery: Lived Experiences of Women International Students From the Global South Studying at U.K. Universities","year":2024,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lived experience; Gender studies; Political science; Sociology; Pedagogy; Psychology; Psychoanalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000244899,0.00008802263,0.00009406552,0.00002182722,0.0003857244,0.0003337979,0.0005749904,0.00002738514,0.001354696],"category_scores_gemma":[0.00004824009,0.00005912941,0.00003277886,0.0001416669,0.0002819299,0.0003664286,0.0001263588,0.00006373849,0.00003734928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009898571,"about_ca_system_score_gemma":0.0007404234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004245143,"about_ca_topic_score_gemma":0.0006381354,"domain_scores_codex":[0.9988726,0.0001225646,0.0001733029,0.0002070832,0.000511827,0.0001125692],"domain_scores_gemma":[0.9992179,0.00030694,0.0001164976,0.00008281292,0.0002269177,0.00004891957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000236322,0.00005934336,0.1307894,8.261057e-7,0.0001536283,1.421708e-7,0.8543453,0.000003009955,0.000008460968,0.004382662,0.00902411,0.001209446],"study_design_scores_gemma":[0.00006172872,0.000006763181,0.2208649,0.0000410438,0.000007182894,1.078267e-7,0.5958061,0.00002405465,0.00001748039,0.0008949265,0.1822266,0.00004912104],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815789,0.0022592,0.00004489177,0.003966466,0.004428688,0.0001349153,0.00005035463,0.0000172493,0.007519327],"genre_scores_gemma":[0.9925919,0.0002101768,0.00008311772,0.0004382078,0.0006827637,0.00006816803,0.00005787043,0.000002608503,0.005865165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2585393,"threshold_uncertainty_score":0.9995582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0592867353738909,"score_gpt":0.4002590421825131,"score_spread":0.3409723068086222,"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."}}