{"id":"W4321617055","doi":"10.1007/s41463-023-00144-w","title":"An Exploratory Study of Stewardship and Universal Family Firms: the Importance of Universal Care and Benefaction","year":2023,"lang":"en","type":"article","venue":"Humanistic Management Journal","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Generosity; Stewardship (theology); Dignity; Business; Order (exchange); Public relations; Law; Finance; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004682811,0.0002022513,0.0002706156,0.0009735011,0.005594417,0.002111187,0.0008226979,0.001153359,0.004842198],"category_scores_gemma":[0.01295642,0.0002707994,0.0002041687,0.0008845949,0.00399569,0.003071831,0.002587321,0.002070833,0.0001675656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002091259,"about_ca_system_score_gemma":0.00396403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008518299,"about_ca_topic_score_gemma":0.02368763,"domain_scores_codex":[0.997605,0.001630691,0.00004349348,0.0001193064,0.0001661336,0.0004353674],"domain_scores_gemma":[0.9806612,0.01441542,0.001773136,0.0006196998,0.0006635879,0.001867105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007873658,0.005960341,0.2608255,0.0001858968,0.00002812103,0.002396469,0.6673427,0.0001314595,0.001367087,0.02515777,0.0009926941,0.03482471],"study_design_scores_gemma":[0.00002903694,0.001009486,0.1206019,0.00008031712,0.00001379908,0.0005190547,0.8713539,0.0002228244,0.0004300477,0.001801243,0.003920811,0.00001762097],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974928,0.00005398072,0.00007904735,0.0002120434,0.000002833444,0.00002283291,0.000009872427,5.852966e-7,0.002125974],"genre_scores_gemma":[0.9991498,0.00004046241,0.0001012892,0.00008091128,0.000002355649,0.00002274637,0.000006183786,8.506539e-7,0.0005953775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008518299,"threshold_uncertainty_score":0.02476537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0289780716295123,"score_gpt":0.2474064680803536,"score_spread":0.2184283964508413,"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."}}