{"id":"W4243224145","doi":"10.2139/ssrn.1787598","title":"Financial and Managerial Flexibility","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"State Capitalism and Financial Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Business; Flexibility (engineering); Finance; Accounting; Economics; Management","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":[0.0008185497,0.0001428092,0.0001556897,0.00007917771,0.0002199075,0.0001011282,0.0002065079,0.00006318049,0.00009097983],"category_scores_gemma":[0.0001358506,0.0001293586,0.00006853736,0.0001680126,0.0000730862,0.0008945937,0.00009083482,0.0006053424,0.00008262621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067627,"about_ca_system_score_gemma":0.000231774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005657257,"about_ca_topic_score_gemma":0.0008239039,"domain_scores_codex":[0.9981745,0.000006756888,0.0002130167,0.0002094884,0.0001572842,0.001238946],"domain_scores_gemma":[0.9995946,0.000006553221,0.000190016,0.0001275093,0.00007000825,0.0000113464],"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":[0.0001504957,0.00003913525,0.005043415,0.00001421071,0.00001285301,0.00001228889,0.00007416581,2.216085e-7,0.0000292637,0.9657226,0.0005091918,0.02839212],"study_design_scores_gemma":[0.0006936162,0.00004383083,0.05740412,0.00001148282,0.00003292134,0.00005301583,0.0002706131,0.00002716974,0.00001429776,0.9171898,0.02403714,0.000222009],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775944,0.001226317,0.002324159,0.0001886612,0.0008352903,0.0001131695,0.000001921803,0.00005249413,0.0176636],"genre_scores_gemma":[0.9960406,0.0007795844,0.00006056912,0.0005013442,0.002018782,0.000003295648,0.000001845457,0.00001745739,0.0005764753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0523607,"threshold_uncertainty_score":0.527509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452868636221637,"score_gpt":0.2016046152493458,"score_spread":0.1870759288871294,"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."}}