{"id":"W7116118580","doi":"10.2139/ssrn.5940933","title":"Women Successors in Family Businesses: The Role of Mothers in an Adverse Context","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Legitimacy; Typology; Context (archaeology); Odds; Face (sociological concept); Qualitative research","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":[],"consensus_categories":[],"category_scores_codex":[0.003323419,0.0002306965,0.0003247342,0.0009157377,0.009187354,0.004363169,0.0007764858,0.001490789,0.01203839],"category_scores_gemma":[0.007760782,0.000235775,0.0001428072,0.0007157268,0.005015981,0.002897302,0.003665255,0.002170853,0.0004037661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002592456,"about_ca_system_score_gemma":0.006954154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02634035,"about_ca_topic_score_gemma":0.06511386,"domain_scores_codex":[0.9977956,0.001230333,0.00002487198,0.00007745749,0.0001105213,0.0007612532],"domain_scores_gemma":[0.9941468,0.001492384,0.0005752568,0.00009145276,0.0003572546,0.003336752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008752642,0.001044915,0.2783349,0.0001525722,0.0000425395,0.007729378,0.5295334,0.0002396254,0.0005960563,0.07775089,0.02447,0.07923039],"study_design_scores_gemma":[0.00003358325,0.0002105142,0.05311949,0.0003073255,0.00001968231,0.0009077939,0.9058025,0.0001184512,0.0001482707,0.004062177,0.03524295,0.00002727057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418164,0.00198636,0.0001539423,0.02085805,0.0003031823,0.00001522151,0.00003846316,0.000005640393,0.03482275],"genre_scores_gemma":[0.9942677,0.0008846855,0.00004490011,0.0004025772,0.00004661314,0.000006166542,0.000008295172,0.00000415582,0.004334843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02634035,"threshold_uncertainty_score":0.05237412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009116389598009698,"score_gpt":0.2301277758097957,"score_spread":0.221011386211786,"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."}}