{"id":"W4310986230","doi":"10.5296/ijhrs.v12i4.20506","title":"Analysis of Human Capital Effects: A Systematic Review of the Literature","year":2022,"lang":"en","type":"review","venue":"International Journal of Human Resource Studies","topic":"Economic Growth and Development","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"","keywords":"Human capital; Poverty; Economics; Welfare; Proxy (statistics); Income distribution; Inequality; Distribution (mathematics); Capital deepening; Economic inequality; Public economics; Individual capital; Productivity; Physical capital; Capital Consumption Allowance; Labour economics; Development economics; Economic growth; Economic capital; Financial capital; Capital formation; Market economy","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":[0.001491356,0.000290335,0.003302142,0.0009671061,0.0001307029,0.00006421816,0.003427942,0.00005367103,0.00002449186],"category_scores_gemma":[0.0005520621,0.0001681524,0.002048604,0.0007839515,0.00009577152,0.0001188285,0.001119916,0.0004240731,0.000001024492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003159583,"about_ca_system_score_gemma":0.0001370856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002155477,"about_ca_topic_score_gemma":0.000003103717,"domain_scores_codex":[0.995658,0.000588337,0.002422217,0.0002323205,0.000964734,0.0001343462],"domain_scores_gemma":[0.9932664,0.0006950563,0.004893743,0.0005204492,0.0005799702,0.00004439631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001866575,0.0001063698,0.00003942545,0.9482073,0.03372586,0.00009073901,0.005179906,0.000004933006,6.156284e-7,0.005799965,0.001195219,0.005647843],"study_design_scores_gemma":[0.0002125127,0.0001676331,0.00005857135,0.9435404,0.009017053,0.0001741345,0.0003098273,0.000002062423,0.000003175853,0.0004560586,0.04579991,0.0002586537],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001622425,0.9985008,0.0000238166,0.00007698633,0.000455032,0.0004184148,0.00002109843,0.00000546125,0.0003361831],"genre_scores_gemma":[0.000531595,0.9988607,0.00007995211,0.0001642026,0.00008585451,0.00003912789,0.00001177725,0.0000113047,0.0002155055],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04460469,"threshold_uncertainty_score":0.6857058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03066891794262784,"score_gpt":0.3358946074275421,"score_spread":0.3052256894849142,"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."}}