{"id":"W1995586380","doi":"10.4236/ti.2015.61002","title":"Human Capital Production Function in Strategic Management","year":2015,"lang":"en","type":"article","venue":"Technology and Investment","topic":"Business and Economic Development","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human capital; Competitive advantage; Function (biology); Production (economics); Industrial organization; Business; Profit (economics); Human resource management; Production function; Economics; Competence-based management; Human resources; Competition (biology); Knowledge management; Marketing; Microeconomics; Management; Computer science; Strategic planning; Strategic financial management; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001349629,0.00006754463,0.00006434414,0.0001058775,0.00004539666,0.000007363787,0.00005235326,0.000057494,0.0001120377],"category_scores_gemma":[0.000001023409,0.00006261057,0.000004777081,0.0001690093,0.0001288427,0.00009103776,0.00010989,0.00005747507,0.0001616946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001557215,"about_ca_system_score_gemma":0.000003616984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004623549,"about_ca_topic_score_gemma":0.00009021987,"domain_scores_codex":[0.9994995,0.000005610084,0.0001102925,0.0002108067,0.00004756327,0.0001262064],"domain_scores_gemma":[0.9998301,3.832181e-7,0.00002732815,0.0001079566,0.000001817414,0.00003237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001832482,0.0002500354,0.1504378,0.00001624169,0.00002474531,0.00001973774,0.0003649144,0.0004662078,0.001023324,0.8356054,0.002197043,0.00957623],"study_design_scores_gemma":[0.0005959854,0.0001368068,0.2106254,0.00001264649,0.000009252502,0.00001541518,0.002334723,0.00007421638,0.0004515342,0.7785463,0.0070136,0.000184063],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646243,0.00004971502,0.000004698761,0.0007307429,0.0001362608,0.0001518706,1.135778e-7,0.00004880016,0.03425343],"genre_scores_gemma":[0.9982784,0.00000761167,0.0004477046,0.0001928913,0.000007746331,0.00005803134,0.000002444022,0.000003574316,0.001001564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06018766,"threshold_uncertainty_score":0.2553185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233045548653294,"score_gpt":0.2019676712515844,"score_spread":0.178663116386255,"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."}}