{"id":"W3208025911","doi":"10.5430/ijfr.v12n5p265","title":"A Hybrid Model to Alleviate Unemployment and Poverty in South Africa","year":2021,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Poverty; Youth unemployment; Economics; Economic growth; Government (linguistics); Legislation; Development economics; Labour economics; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001130792,0.0007481538,0.0009028564,0.001043999,0.0009658755,0.001951988,0.001317308,0.001526414,0.006770011],"category_scores_gemma":[0.001769067,0.0003572926,0.00152241,0.0008269952,0.0005645383,0.001281964,0.001931809,0.0010344,0.0002713274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001866454,"about_ca_system_score_gemma":0.00228456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01714684,"about_ca_topic_score_gemma":0.01622912,"domain_scores_codex":[0.9994171,0.0003754956,0.00001835734,0.00006218969,0.0000344218,0.00009252479],"domain_scores_gemma":[0.9994156,0.0004013475,0.00004867293,0.00001512759,0.00006340807,0.00005576692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002286909,0.0002583778,0.008327497,0.0005384192,0.0005074891,0.0008925708,0.001273464,0.8431336,0.0006043481,0.1148492,0.002952416,0.02643401],"study_design_scores_gemma":[0.0001136985,0.0002285901,0.002189662,0.0001718745,0.0002724692,0.0001236324,0.0009138061,0.9402335,0.0001050539,0.04817992,0.007433773,0.00003405104],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5220356,0.01039171,0.3602073,0.01149411,0.0005966641,0.0005872402,0.001265118,0.0004010267,0.0930213],"genre_scores_gemma":[0.967883,0.002092305,0.0193951,0.0002540695,0.00005931378,0.0004005443,0.0002202882,0.0000275395,0.009667892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01714684,"threshold_uncertainty_score":0.03409404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07535818502927608,"score_gpt":0.3927786522510308,"score_spread":0.3174204672217548,"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."}}