{"id":"W1913088654","doi":"10.5287/ora-avmbd6150","title":"A corporate geography of Canada: governance and networks","year":2011,"lang":"en","type":"dissertation","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Geography; Economic geography; Regional science; Business; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003514155,0.0002997381,0.0006303634,0.0005991615,0.0009693582,0.00003698934,0.00088452,0.00015367,0.0003142761],"category_scores_gemma":[0.00004683544,0.0003911542,0.0001877215,0.0007851442,0.0006165558,0.0006886214,0.0008771918,0.0006227767,0.000001901542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318367,"about_ca_system_score_gemma":0.0005055992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3217848,"about_ca_topic_score_gemma":0.8310908,"domain_scores_codex":[0.9981988,0.00005193772,0.0001984202,0.000543215,0.0004051848,0.0006024362],"domain_scores_gemma":[0.9979113,0.0001187372,0.0007804069,0.0003435459,0.0007720377,0.00007399928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01510048,0.0008148967,0.3905613,0.005504797,0.003523393,0.0009950768,0.003763974,0.0008148735,0.0001492558,0.386867,0.1429694,0.04893553],"study_design_scores_gemma":[0.001763406,0.0001713602,0.4408531,0.0004235376,0.0002398034,0.000001446186,0.02515654,0.005148831,0.000006343677,0.003131204,0.5223461,0.0007583559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7106667,0.0003744895,0.000329278,0.0002322275,0.0002854058,0.0006528107,0.0003599827,0.00002974835,0.2870694],"genre_scores_gemma":[0.9625092,0.01452429,0.0007542904,0.00005999814,0.0002310434,5.526292e-7,0.001081684,0.0000670466,0.02077188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.509306,"threshold_uncertainty_score":0.999854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0236593750576767,"score_gpt":0.2029241062656449,"score_spread":0.1792647312079682,"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."}}