{"id":"W2089204380","doi":"10.3905/jwm.2013.16.3.122","title":"Twenty Recommendations to Reduce Financial Predationand Blind Trust in Small Family-Owned FinancialBusinesses","year":2013,"lang":"en","type":"article","venue":"˜The œjournal of wealth management","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Business; Looming; Empathy; Finance; Financial services; Financial market; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001159584,0.0002478575,0.0003332667,0.0008810226,0.0003540868,0.0002260328,0.0006886846,0.000073749,0.0002266105],"category_scores_gemma":[0.00007446515,0.0001789133,0.00007928724,0.001585807,0.00004207511,0.001666441,0.0003123426,0.0002584273,0.000304601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130938,"about_ca_system_score_gemma":0.00009871652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009507656,"about_ca_topic_score_gemma":0.0007199973,"domain_scores_codex":[0.9979404,0.00003234894,0.0009743019,0.0002310574,0.0003806142,0.0004412491],"domain_scores_gemma":[0.9983642,0.00005331584,0.0006997013,0.0003235549,0.0005218347,0.00003737378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001311344,0.00114409,0.05098157,0.001281305,0.00008494915,0.00005087055,0.0005732961,0.009989727,0.0004846926,0.004254153,0.4543315,0.4755125],"study_design_scores_gemma":[0.002269281,0.00004558319,0.7425827,0.0005016521,0.00007369051,0.000004128006,0.0008441412,0.002005366,0.0000124443,0.002412333,0.2489473,0.0003013349],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975296,0.000211903,0.00315661,0.01234386,0.001900005,0.001178238,0.000002457245,0.00002898081,0.005881956],"genre_scores_gemma":[0.9875246,0.0006303284,0.001332061,0.00819367,0.001323992,0.00009436627,0.00002594982,0.00003127997,0.0008437487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6916012,"threshold_uncertainty_score":0.7295873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02995243632803111,"score_gpt":0.2610842255938133,"score_spread":0.2311317892657822,"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."}}