{"id":"W597242224","doi":"10.4324/9780203786543","title":"Management Crisis and Business Revolution","year":2017,"lang":"en","type":"book","venue":"","topic":"Management, Economics, and Public Policy","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business management; Business; Political science; Business administration","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":[0.002827625,0.0007139954,0.0005997173,0.001545295,0.008029651,0.01146772,0.0008115148,0.005222001,0.01166625],"category_scores_gemma":[0.006107887,0.0002637003,0.0003385781,0.001566104,0.01907922,0.01251274,0.008535808,0.008386903,0.002165443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007965762,"about_ca_system_score_gemma":0.005073464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003762085,"about_ca_topic_score_gemma":0.002874744,"domain_scores_codex":[0.9936811,0.003148681,0.0001782062,0.0005724707,0.001078389,0.001341156],"domain_scores_gemma":[0.9978352,0.0006324541,0.0003616769,0.0002031991,0.0003474373,0.0006199176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000276766,0.00004433274,0.0003548251,0.0000715257,0.000004018521,0.0002572148,0.01190246,0.00007347637,0.00007998285,0.7873781,0.1802444,0.01956196],"study_design_scores_gemma":[0.00001050476,0.00002467789,0.0006520569,0.0002910022,0.000001820745,0.0002345621,0.01017625,0.00009266762,0.00004668873,0.1083656,0.8800932,0.00001106056],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01213165,0.06124928,0.001698141,0.4368909,0.006964175,0.0000459255,0.00006834348,0.0001120333,0.4808396],"genre_scores_gemma":[0.5934176,0.03568945,0.001489673,0.1987178,0.01072707,0.0002257965,0.0001667744,0.0001849992,0.1593808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01166625,"threshold_uncertainty_score":0.05779588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201413323385426,"score_gpt":0.2230660123456991,"score_spread":0.2029246800071565,"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."}}