{"id":"W4213124586","doi":"10.3386/w28815","title":"Human Capitalists","year":2021,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Texas at Austin","keywords":"Business","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":[0.001766085,0.0004875993,0.0002597807,0.001619711,0.001633577,0.00272833,0.0004595551,0.001006372,0.08849408],"category_scores_gemma":[0.003090127,0.0002206419,0.0002270676,0.001710574,0.0007951421,0.001377943,0.001395522,0.002196855,0.03145533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002310635,"about_ca_system_score_gemma":0.006077732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01363544,"about_ca_topic_score_gemma":0.02976426,"domain_scores_codex":[0.9986156,0.0001738314,0.00003627917,0.000199487,0.000613193,0.0003615895],"domain_scores_gemma":[0.9979872,0.0003466409,0.0001541923,0.0003033961,0.0007925048,0.0004161131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004736763,0.00008799214,0.004503973,0.00009755506,0.000006119204,0.00006871696,0.0005214217,0.0001036397,0.0002892948,0.105829,0.740639,0.1478059],"study_design_scores_gemma":[0.000006476905,0.0000168295,0.00576835,0.00005859457,0.000001999788,0.00004046653,0.0001663557,0.00005460281,0.0001944699,0.002874341,0.9908145,0.000003062743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009421026,0.006869055,0.001853616,0.02969262,0.002130299,0.0002372637,0.006255088,0.0002948616,0.9432463],"genre_scores_gemma":[0.03512673,0.004791632,0.001481181,0.004368633,0.0006822273,0.0001803117,0.002710951,0.00004744659,0.9506109],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08849408,"threshold_uncertainty_score":0.2960422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5431039255488725,"score_gpt":0.6118930291723237,"score_spread":0.06878910362345114,"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."}}