{"id":"W2051740877","doi":"10.7202/030909ar","title":"Canadian Railways as Manufacturers, 1850‑1880","year":2006,"lang":"fr","type":"article","venue":"Historical Papers","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001346885,0.0003654704,0.0003821611,0.0003171373,0.0004664038,0.0002114248,0.0003222103,0.0003016148,0.008909539],"category_scores_gemma":[0.00002131658,0.0004124539,0.0002621365,0.0002607537,0.0001118314,0.0006563179,0.00002910209,0.0002945595,0.009759792],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003952459,"about_ca_system_score_gemma":0.0001960724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9340099,"about_ca_topic_score_gemma":0.6832072,"domain_scores_codex":[0.9979629,0.000007792484,0.0004245809,0.0004377269,0.0001806938,0.0009862926],"domain_scores_gemma":[0.9993572,0.00002551749,0.0001418242,0.0002917776,0.00004317473,0.0001405532],"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":[0.00002138399,0.00007772387,0.01663738,0.0001747564,0.00004177063,0.0001499698,0.00009437758,0.0001851979,0.00006367842,0.07574436,0.9008788,0.005930563],"study_design_scores_gemma":[0.0003635991,0.000009646819,0.02066002,0.00003444352,0.0001199554,0.000005216103,0.00006090187,0.00002819091,0.000006433354,0.002724425,0.9754819,0.0005052598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02121683,0.01365553,0.000006324709,0.04181771,0.009007543,0.0001946582,0.00002268632,0.0001402266,0.9139385],"genre_scores_gemma":[0.6312795,0.00009856656,0.00003794445,0.006360393,0.004209965,0.000009600068,0.0001064199,0.0000558966,0.3578417],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6100627,"threshold_uncertainty_score":0.9998712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006870397364387411,"score_gpt":0.1619568951232571,"score_spread":0.1550864977588697,"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."}}