{"id":"W4385821849","doi":"10.21608/msamsj.2023.220674.1016","title":"Mapping The Literature of Family Business Management (FBM): Bibliometric Analysis and Systematic Review","year":2023,"lang":"en","type":"article","venue":"MSA- Management Sciences Journal/MSA-Management Sciences Journal","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Bibliometrics; Management science; Computer science; Economics; Library science; Political science; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts","scholarly_communication"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.02043094,0.0008703896,0.001530556,0.08553394,0.005378629,0.007357151,0.004863888,0.0001188653,0.0001669582],"category_scores_gemma":[0.0002167338,0.0005318091,0.0006677292,0.3303568,0.001196251,0.007600583,0.002306934,0.0007164811,0.0001934038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440422,"about_ca_system_score_gemma":0.00005238888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002567288,"about_ca_topic_score_gemma":0.000008385753,"domain_scores_codex":[0.9889492,0.0002526279,0.00265155,0.001225216,0.00521836,0.001703048],"domain_scores_gemma":[0.9947187,0.0002073616,0.003076566,0.0009200003,0.0009270211,0.0001504077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0001481993,0.001088113,0.0860615,0.5386686,0.009934627,0.003829234,0.001519475,0.02868933,0.00007897679,0.02792244,0.1775274,0.124532],"study_design_scores_gemma":[0.003428578,0.0002253475,0.69086,0.1747042,0.01371587,0.0004467804,0.03424167,0.03294615,0.000008193841,0.01179738,0.03446782,0.003157959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6088006,0.1769553,0.02364307,0.03658646,0.0142795,0.01234671,0.00003646425,0.001090531,0.1262614],"genre_scores_gemma":[0.5648901,0.4148161,0.003952961,0.01046204,0.001339451,0.0002409908,0.00004380364,0.0001013594,0.004153224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6047985,"threshold_uncertainty_score":0.9997134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03781749917936852,"score_gpt":0.2807610843235334,"score_spread":0.2429435851441648,"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."}}