{"id":"W4404175021","doi":"10.2139/ssrn.4973384","title":"Pen vs. Gun: The Growing Crisis of Out-of-School Children in Nigeria and Its Impact on National Security","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Religion and Sociopolitical Dynamics in Nigeria","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"National security; Political science; Business; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.000576781,0.0001583583,0.0001255975,0.0004262769,0.001848092,0.002367383,0.0002382826,0.001284392,0.007870676],"category_scores_gemma":[0.001458706,0.0001126674,0.00006486336,0.0008230531,0.001262964,0.002246988,0.001411117,0.001785107,0.0002553556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001553875,"about_ca_system_score_gemma":0.002066469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0151513,"about_ca_topic_score_gemma":0.03207221,"domain_scores_codex":[0.9998581,0.00005199333,0.000007099747,0.00001124336,0.00001092907,0.00006049582],"domain_scores_gemma":[0.9994407,0.0001817905,0.000181004,0.000007146641,0.00004647644,0.0001428738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008195735,0.0002936275,0.427474,0.0009322834,0.00003918055,0.01298344,0.2423249,0.000536166,0.001789203,0.2053021,0.0324266,0.07507893],"study_design_scores_gemma":[0.00001549707,0.0001024469,0.2258612,0.0007445665,0.00002684286,0.001067951,0.7158546,0.0005388997,0.0004621854,0.008950332,0.04635305,0.00002233718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406933,0.003096733,0.00007815021,0.027827,0.0002853152,0.00001026931,0.0001424443,0.000002737044,0.02786406],"genre_scores_gemma":[0.9949646,0.001476149,0.00003100375,0.0004036858,0.00002372524,0.000004248135,0.00001685712,0.000002234025,0.003077461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0151513,"threshold_uncertainty_score":0.03012621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127477920399584,"score_gpt":0.3484911217473663,"score_spread":0.3357433297074079,"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."}}