{"id":"W4401974015","doi":"10.1177/10323732241267906","title":"The Canadian Pacific Railway's diversification strategies: A financial performance story, 1883–2020","year":2024,"lang":"en","type":"article","venue":"Accounting History","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Diversification (marketing strategy); Business; Finance; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004844219,0.0001744763,0.0001236257,0.0002332465,0.001165356,0.0006883366,0.0003728368,0.0000907233,0.0002097827],"category_scores_gemma":[0.00003334415,0.0001556714,0.0000868486,0.0002031999,0.000183608,0.00206916,0.00003078688,0.000293834,0.001491995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008582728,"about_ca_system_score_gemma":0.0007186494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06200077,"about_ca_topic_score_gemma":0.1996358,"domain_scores_codex":[0.9989076,0.000004595396,0.0002130106,0.0002855109,0.0001506178,0.0004387106],"domain_scores_gemma":[0.9995247,0.00003869975,0.00009943011,0.000249815,0.00006453916,0.00002279372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002938697,0.00001674568,0.02143918,0.0004767425,0.00005108839,0.0000296742,0.002280034,0.0001743509,0.0001473142,0.08724139,0.867468,0.02064607],"study_design_scores_gemma":[0.00006948716,0.000002598589,0.04743553,0.00003828883,0.00002897279,0.000001265487,0.0006217671,0.002907826,9.068808e-7,0.0001958374,0.9484993,0.0001982622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7516952,0.003779952,0.00002371195,0.0040603,0.008764516,0.0002886755,0.000008390228,0.0005369521,0.2308423],"genre_scores_gemma":[0.9938287,0.00006763079,0.000008275673,0.0007189384,0.002174143,0.00002350932,0.00003208688,0.00003027601,0.003116493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2421335,"threshold_uncertainty_score":0.9992855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331238099245615,"score_gpt":0.1748555360184545,"score_spread":0.1615431550259983,"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."}}