{"id":"W3124885708","doi":"10.1108/case.darden.2016.000120","title":"Fiduciary Consulting: Bickering in Bean Town","year":2017,"lang":"en","type":"article","venue":"Darden Business Publishing Cases","topic":"Leadership, Human Resources, Global Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fiduciary; Collegiality; Wonder; Management; Corporate title; Multinational corporation; Subsidiary; Sociology; Business; Public relations; Law; Political science; Economics; Corporate governance; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003357692,0.0004646595,0.0004364658,0.001016084,0.04688826,0.01371085,0.002349083,0.007597761,0.02595331],"category_scores_gemma":[0.009455921,0.000550604,0.0004718047,0.001652587,0.01151534,0.007418328,0.007725469,0.01075301,0.003449543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01429385,"about_ca_system_score_gemma":0.01645964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1372017,"about_ca_topic_score_gemma":0.3007544,"domain_scores_codex":[0.9914204,0.002854811,0.00009443927,0.000605822,0.001438381,0.003586258],"domain_scores_gemma":[0.9925215,0.0009717367,0.0003058907,0.0001950939,0.0007093172,0.005296545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001075107,0.0004120159,0.008497072,0.0001491904,0.00002165232,0.037886,0.2100377,0.0003606119,0.0009561285,0.2573213,0.4225047,0.06174614],"study_design_scores_gemma":[0.00002004968,0.00007037473,0.002672576,0.0002532588,0.00001055709,0.004779525,0.3223037,0.0002911575,0.0002462281,0.009269756,0.6600304,0.00005251121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1988049,0.005806911,0.00376911,0.2713803,0.003955324,0.000126726,0.00004629157,0.0002423909,0.5158681],"genre_scores_gemma":[0.7307011,0.002103523,0.001864933,0.04852343,0.0003693977,0.00007146072,0.0000346659,0.0002643756,0.2160671],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1372017,"threshold_uncertainty_score":0.2728061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08171821628746383,"score_gpt":0.3284694321595747,"score_spread":0.2467512158721109,"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."}}