{"id":"W4405988060","doi":"10.1108/jsbed-10-2023-0464","title":"The relation between governance and growth in small and midsize family farms: proposal for a new transition model","year":2025,"lang":"en","type":"article","venue":"Journal of Small Business and Enterprise Development","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Relation (database); Corporate governance; Transition (genetics); Business; Computer science; Finance; Data mining; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002466729,0.0003756092,0.0002894052,0.001921539,0.001400251,0.003812869,0.001199818,0.0008446734,0.006752296],"category_scores_gemma":[0.006742179,0.0003379488,0.0007872112,0.001447081,0.00588759,0.006440735,0.003856647,0.00154915,0.0003645548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006113204,"about_ca_system_score_gemma":0.005607776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02975928,"about_ca_topic_score_gemma":0.02684828,"domain_scores_codex":[0.9990333,0.0003290193,0.00004358788,0.0002052888,0.0001066839,0.0002821273],"domain_scores_gemma":[0.9941599,0.002674714,0.001092296,0.0004404182,0.0007124837,0.0009201084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002818845,0.0007399378,0.5200608,0.0002063936,0.00007143181,0.001222181,0.04360357,0.005095803,0.0008007132,0.3804078,0.00217267,0.04533678],"study_design_scores_gemma":[0.00009913353,0.000497355,0.4924569,0.0004648363,0.0001332627,0.000952892,0.09628245,0.08186644,0.0005644234,0.3124428,0.0141387,0.0001008688],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8986322,0.0004686513,0.03868357,0.009220303,0.00005426766,0.0005125801,0.0004631237,0.0001639143,0.05180128],"genre_scores_gemma":[0.9958766,0.00007001849,0.003043961,0.00007563089,0.000004553733,0.00006831821,0.00008952281,0.000007056849,0.0007644439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02975928,"threshold_uncertainty_score":0.05917215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655462595677747,"score_gpt":0.2127615485584056,"score_spread":0.1962069226016281,"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."}}