{"id":"W4408378128","doi":"10.1177/10422587251322409","title":"Replicating Davidsson and Honig (2003): Updates on Human Capital, Social Capital, and Replications in Entrepreneurship","year":2025,"lang":"en","type":"article","venue":"Entrepreneurship Theory and Practice","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Generalizability theory; Replication (statistics); Entrepreneurship; Context (archaeology); Social capital; Sample (material); Human capital; Value (mathematics); New Ventures; Social entrepreneurship; Venture capital; Microeconomics; Sociology; Positive economics; Econometrics; Psychology; Classical economics; Economics; Social science; Biology; Statistics; Economic growth; Mathematics; Developmental psychology; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.172714,0.001533407,0.001485642,0.007925416,0.003860528,0.006622218,0.006999529,0.002967423,0.005794409],"category_scores_gemma":[0.4818158,0.001361134,0.002707202,0.00614248,0.009301981,0.008961508,0.008084043,0.005925449,0.0016914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00407075,"about_ca_system_score_gemma":0.009181913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01385284,"about_ca_topic_score_gemma":0.01577966,"domain_scores_codex":[0.892645,0.07202319,0.009001463,0.009507317,0.01565459,0.001168383],"domain_scores_gemma":[0.3411314,0.3182013,0.01901194,0.2374136,0.08166037,0.002581398],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001716212,0.002609501,0.07776615,0.005458818,0.001727047,0.001823251,0.08354866,0.004250432,0.005790735,0.3102569,0.06789433,0.4371581],"study_design_scores_gemma":[0.001571567,0.001499134,0.0938659,0.006698428,0.002203442,0.001151378,0.0226275,0.01144715,0.01834372,0.4787599,0.3609851,0.0008468918],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2215436,0.02539683,0.5615483,0.05713389,0.02431329,0.02547307,0.006406939,0.00168976,0.07649436],"genre_scores_gemma":[0.6088182,0.007264361,0.3369449,0.01065748,0.00242771,0.02194532,0.002002682,0.0005891179,0.009350286],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.827286,"threshold_uncertainty_score":0.9134098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02851787898965229,"score_gpt":0.3135627941877685,"score_spread":0.2850449151981162,"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."}}