{"id":"W3172006195","doi":"10.1002/sej.1404","title":"Entrepreneurship at a crossroads: <scp>Meta‐analysis</scp> as a foundation and path forward","year":2021,"lang":"en","type":"article","venue":"Strategic Entrepreneurship Journal","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Entrepreneurship; Leverage (statistics); Foundation (evidence); Set (abstract data type); Field (mathematics); Systematic review; Data science; Knowledge management; Management science; Computer science; Public relations; Engineering ethics; Political science; Engineering; Artificial intelligence","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":[0.2705894,0.002501582,0.01010865,0.01517224,0.002605653,0.01597109,0.006243004,0.00800343,0.008528349],"category_scores_gemma":[0.5548016,0.002197916,0.01278245,0.02184826,0.004768125,0.01299378,0.007252268,0.01469212,0.001667664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009579022,"about_ca_system_score_gemma":0.02033021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004975613,"about_ca_topic_score_gemma":0.009871859,"domain_scores_codex":[0.7454841,0.1964472,0.02580032,0.008384611,0.02257966,0.001304003],"domain_scores_gemma":[0.2329529,0.6888893,0.02116845,0.02576715,0.02872374,0.002498368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0006880609,0.00006533764,0.003479637,0.249805,0.04497781,0.0005491971,0.002997791,0.001574216,0.0005509934,0.03839608,0.5033489,0.153567],"study_design_scores_gemma":[0.0006036622,0.0003403595,0.00522522,0.4468639,0.0414265,0.0003398697,0.001406775,0.003475924,0.0009032332,0.1414358,0.3576436,0.0003350746],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001244284,0.615725,0.0252411,0.2798748,0.06908102,0.002397239,0.002376265,0.0005616854,0.003498549],"genre_scores_gemma":[0.04646732,0.5290068,0.1124451,0.2146811,0.0701873,0.01975601,0.003054563,0.001389549,0.003012144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2705894,"threshold_uncertainty_score":0.8994931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04943383616071323,"score_gpt":0.2707160937463918,"score_spread":0.2212822575856786,"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."}}