{"id":"W7114797538","doi":"10.60787/bsuje.vol25no1.17","title":"SOCIO-ECONOMIC AND POLITICAL DETERMINANTS OF‘JAPA’SYNDROME: THE EMERGENT PLIGHT AND FLIGHT OF THE PRODUCTIVE NIGERIAN YOUTHS","year":2025,"lang":"en","type":"article","venue":"Afrischolar Discovery","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"","keywords":"Socioeconomic status; Politics; Psychological intervention; Feeling; Unemployment; Corporate governance; Poverty; Qualitative research","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":[],"consensus_categories":[],"category_scores_codex":[0.0005199304,0.00008763518,0.0001671367,0.00003583118,0.0003891861,0.000085687,0.0002189532,0.0000706587,0.00002175425],"category_scores_gemma":[0.0002051425,0.00005290103,0.00005540568,0.0001404175,0.0006475167,0.0003563438,0.0001195953,0.0001251269,0.000001299799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004712644,"about_ca_system_score_gemma":0.0002733802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007491356,"about_ca_topic_score_gemma":0.006679926,"domain_scores_codex":[0.9990156,0.0002227041,0.0002363678,0.0001902635,0.0001461144,0.0001889183],"domain_scores_gemma":[0.9994826,0.000086273,0.0001099879,0.000230727,0.00004416634,0.00004624083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003614899,0.00009580015,0.3942349,0.00006684282,0.0001162753,0.000001550294,0.04447259,0.000006362747,0.0008007272,0.5582656,0.0008871894,0.001015997],"study_design_scores_gemma":[0.0007020336,0.00008116494,0.8308756,0.0001603304,0.0002235405,0.000007938059,0.1172474,0.000156074,0.003871554,0.02336632,0.02293648,0.0003715447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906446,0.0003725713,0.00001231728,0.00486631,0.0003562259,0.0002773416,0.00008307771,0.000005588468,0.003382012],"genre_scores_gemma":[0.9959329,0.0001595234,0.00001199744,0.0001215691,0.00003701033,0.000008293615,0.000001316685,0.000004878895,0.003722555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5348993,"threshold_uncertainty_score":0.3727555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007480221225678096,"score_gpt":0.2748602474420341,"score_spread":0.267380026216356,"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."}}