{"id":"W2727895800","doi":"10.11575/prism/26813","title":"\"Maintaining the Mobility of the Corps:\" Horses, Mules, and the Canadian Army Veterinary Corps in the Great War","year":2016,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Goddard Space Flight Center; Government of Alberta; University of Calgary","keywords":"Veterinary medicine; Medicine; Engineering","routes":{"ca_aff":false,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004196699,0.0001570897,0.0003436881,0.00004433053,0.00352842,0.00002265133,0.0005913895,0.0001012992,0.0002139367],"category_scores_gemma":[0.00004016996,0.00006530627,0.0002595888,0.00006739607,0.001146901,0.00006304734,0.00008214502,0.0003215839,0.000002810201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000377865,"about_ca_system_score_gemma":0.00007827493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5056015,"about_ca_topic_score_gemma":0.6194971,"domain_scores_codex":[0.998921,0.0002942648,0.0001664772,0.0001778137,0.000259851,0.0001805339],"domain_scores_gemma":[0.9990661,0.0002539839,0.0002483494,0.0002750337,0.0001150645,0.00004152304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003583802,0.00007092743,0.000851946,0.0001340196,0.000487653,0.00003604609,0.8671342,4.63882e-7,0.000009475914,0.0884028,0.008157221,0.03435687],"study_design_scores_gemma":[0.001749616,0.0002133984,0.04133353,0.0003086351,0.001183715,0.000005127805,0.1768595,0.0004044441,0.000002588996,0.01249844,0.7648796,0.0005613722],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473233,0.001909387,0.00001047776,0.01862446,0.0002907604,0.0006004556,0.00001580004,0.000009266904,0.03121613],"genre_scores_gemma":[0.9812644,0.001318799,0.00001232345,0.0001402481,0.00005058993,0.000003052643,0.00002877266,0.000007426771,0.01717444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7567224,"threshold_uncertainty_score":0.9977689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616795517012589,"score_gpt":0.188168874816744,"score_spread":0.1720009196466181,"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."}}