{"id":"W1979588769","doi":"10.1016/j.bushor.2010.10.004","title":"Juggling running chainsaws: An interview with William Aziz, Turnaround Expert","year":2010,"lang":"en","type":"article","venue":"Business Horizons","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Front office; Restructuring; Reputation; Negotiation; Management; Vendor; Business; Marketing; Economics; Finance; Political science; Law","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003658863,0.0003732284,0.0003446433,0.0002040607,0.0004214941,0.0006210739,0.0005569644,0.0001304277,0.000223588],"category_scores_gemma":[0.0001117927,0.0003059068,0.00007176086,0.001220936,0.0001404997,0.003665542,0.0001687378,0.0004101652,0.0001417701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002424806,"about_ca_system_score_gemma":0.00007157421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009606341,"about_ca_topic_score_gemma":0.001936885,"domain_scores_codex":[0.9982352,0.000008574315,0.0003486598,0.0005430405,0.0003723628,0.0004921964],"domain_scores_gemma":[0.9984146,0.00002778765,0.0003913005,0.0006250212,0.0005029564,0.00003830031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001052331,0.003406112,0.2037443,0.002986777,0.0004524052,0.001436589,0.002062773,0.001490316,0.07289758,0.2204241,0.02123789,0.4688087],"study_design_scores_gemma":[0.0009326554,0.00004913755,0.09911639,0.0005446317,0.000068178,0.00003160871,0.0002649305,0.002027132,0.0001681017,0.001050567,0.8948098,0.0009368767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801447,0.0004533617,0.005000067,0.002461017,0.002668182,0.0003670452,0.000006221431,0.0004819213,0.008417476],"genre_scores_gemma":[0.9923067,0.00007566409,0.001102532,0.001856066,0.004129182,0.00005861885,0.00004963937,0.00008526576,0.0003363362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8735719,"threshold_uncertainty_score":0.9999393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464738330263544,"score_gpt":0.2312201135926008,"score_spread":0.2065727302899653,"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."}}