{"id":"W7126551240","doi":"","title":"Organizational Flexibility and Governance in a Civil Law Regime: Scottish Provincial Banking during the Industrial Revolution","year":2011,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Industrial Revolution; Corporate governance; Flexibility (engineering); Industrial relations; Information governance; Labour 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":[],"consensus_categories":[],"category_scores_codex":[0.0006694823,0.000117546,0.0001412405,0.000145218,0.0008988168,0.00009952812,0.0002770933,0.00008026943,0.0004297418],"category_scores_gemma":[0.0001940727,0.0001104746,0.00003545673,0.001001932,0.000422617,0.001054529,0.0005828628,0.0003684175,0.00002440813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001555556,"about_ca_system_score_gemma":0.00009510569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008591939,"about_ca_topic_score_gemma":0.004067427,"domain_scores_codex":[0.9985301,0.00006891853,0.0001654176,0.0003469841,0.0005398167,0.0003487059],"domain_scores_gemma":[0.9992852,0.00003864391,0.0001236467,0.0002040978,0.0003270441,0.00002132803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002556454,0.0001108501,0.4127207,0.00007214281,0.0000249771,0.00008514735,0.0002472675,0.0000094515,0.00003001604,0.5834541,0.002702952,0.0002867153],"study_design_scores_gemma":[0.001136366,0.00001931726,0.9766513,0.0001093099,0.00001247727,0.000002521209,0.001329765,0.0001694009,0.00003391359,0.008455203,0.01187663,0.000203834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8946201,0.00002561824,0.00002068438,0.001590849,0.0001038301,0.0005172119,0.00000830247,0.00006720678,0.1030463],"genre_scores_gemma":[0.9976227,0.00003039125,0.0000251205,0.00004660836,0.000367915,0.00000201983,0.000008887028,0.00001055875,0.001885778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5749989,"threshold_uncertainty_score":0.9980099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04140123349936446,"score_gpt":0.2430680544834606,"score_spread":0.2016668209840962,"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."}}