{"id":"W4388672773","doi":"10.37625/abr.26.2.448-457","title":"Capital Age and Labor Investment Efficiency","year":2023,"lang":"en","type":"article","venue":"American Business Review","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University; Western University","funders":"","keywords":"Labour economics; Investment (military); Economics; Capital (architecture); Variety (cybernetics); Sample (material); Capital investment; Business; Finance","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":[0.001527897,0.0001559095,0.0002151098,0.001009981,0.0002290092,0.001092731,0.0001756395,0.0002498273,0.004159756],"category_scores_gemma":[0.01061824,0.00008575751,0.0002209855,0.001124238,0.0003794131,0.001013299,0.0005364461,0.0004033641,0.0006928863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005329794,"about_ca_system_score_gemma":0.0003927201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002208294,"about_ca_topic_score_gemma":0.003026522,"domain_scores_codex":[0.9993864,0.000158283,0.00007069051,0.0001008409,0.0001292741,0.0001545039],"domain_scores_gemma":[0.9863198,0.004620804,0.0068338,0.0005663933,0.0008144944,0.000844682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007358332,0.0000623915,0.9711704,0.00003757018,0.00008110091,0.00008559258,0.000327545,0.001340834,0.0002695095,0.005480596,0.0009439941,0.02012681],"study_design_scores_gemma":[0.000007768491,0.00008222399,0.9856149,0.00003938334,0.00003681301,0.0001362667,0.0002920868,0.0008199099,0.0003520575,0.005306254,0.007301956,0.0000103119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727522,0.003141202,0.002402405,0.0006539598,0.00003150543,0.00002915176,0.001020147,0.00001817403,0.01995125],"genre_scores_gemma":[0.9967866,0.000487763,0.0002342617,0.00007014312,0.00003611436,0.000005921992,0.0003376123,0.000003844154,0.002037704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004159756,"threshold_uncertainty_score":0.01391572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743636917916775,"score_gpt":0.234586010313872,"score_spread":0.2171496411347043,"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."}}