{"id":"W2201627903","doi":"","title":"Canadian, Korean, and United States Business Owning Families' Resource Management Practices","year":2008,"lang":"en","type":"article","venue":"Small Business Institute Journal","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Resource (disambiguation); Economic growth; Economics; Computer science","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","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006937428,0.0005453249,0.0004713755,0.002559865,0.002563072,0.001107309,0.0006594593,0.000192578,0.0001001769],"category_scores_gemma":[0.0002945653,0.000460052,0.00007162506,0.004147764,0.0003467881,0.005905168,0.0003790541,0.000587247,0.0001303273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002034686,"about_ca_system_score_gemma":0.0003331468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09749477,"about_ca_topic_score_gemma":0.03607557,"domain_scores_codex":[0.9971859,0.00002526885,0.0007186528,0.0005386514,0.0006034268,0.0009281209],"domain_scores_gemma":[0.9969907,0.00003994311,0.001018419,0.0004123018,0.001399678,0.0001389704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00138434,0.0008256044,0.6527123,0.004924062,0.0008243402,0.0158974,0.001507389,0.06900935,0.0003176743,0.01236372,0.1067035,0.1335303],"study_design_scores_gemma":[0.001306756,0.000006868032,0.2756443,0.000541558,0.0001280831,0.0007552285,0.001121604,0.003559248,0.000005089023,0.0002455441,0.7160596,0.000626131],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644196,0.0005159102,0.001088433,0.005790828,0.001917998,0.000337368,0.000005694761,0.0001829855,0.02574117],"genre_scores_gemma":[0.9683669,0.01114178,0.002359722,0.01198064,0.003571546,0.0000395089,0.00062123,0.0001510001,0.001767723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6093561,"threshold_uncertainty_score":0.9999297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03350364118196931,"score_gpt":0.226957389976933,"score_spread":0.1934537487949637,"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."}}