{"id":"W1553984605","doi":"10.2139/ssrn.2443454","title":"Financial Investment and Human Capital During Life Cycle","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Finance; Business; Investment (military); Financial system; Economics; Political science","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":[0.0008641325,0.0002266882,0.0003269752,0.0005938367,0.0002884772,0.001518623,0.0003665878,0.001291209,0.005482929],"category_scores_gemma":[0.00569297,0.0002092002,0.0002843346,0.0009818475,0.0005363168,0.001394584,0.0005610454,0.0006997915,0.0005441217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112551,"about_ca_system_score_gemma":0.000448131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006386181,"about_ca_topic_score_gemma":0.007577739,"domain_scores_codex":[0.9998428,0.00003077778,0.000009059097,0.00003082692,0.00001813556,0.0000683995],"domain_scores_gemma":[0.9971251,0.001268226,0.0009170264,0.00008161318,0.0001746164,0.0004333664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001302661,0.0002933974,0.7559354,0.000278965,0.0002576206,0.002067001,0.001141403,0.07759837,0.002500269,0.09527458,0.0063926,0.0569576],"study_design_scores_gemma":[0.00004566167,0.0003510103,0.8374721,0.0001526086,0.0001500751,0.0007783464,0.001339424,0.05752071,0.0008302872,0.09086408,0.01042828,0.00006747996],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834638,0.002619695,0.003728081,0.001578451,0.00004374293,0.00001854793,0.001467456,0.00002935233,0.007050894],"genre_scores_gemma":[0.9961075,0.0005765912,0.0001846932,0.00006875425,0.00002079874,0.000006656849,0.0003938729,0.000005273555,0.00263596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006386181,"threshold_uncertainty_score":0.01834226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007334670604894484,"score_gpt":0.1828237170169975,"score_spread":0.175489046412103,"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."}}