{"id":"W4205347076","doi":"10.7591/cornell/9781501755835.003.0005","title":"The Canadian Garrison Artillery Goes to War, 1914–1918","year":2021,"lang":"en","type":"book-chapter","venue":"Cornell University Press eBooks","topic":"World Wars: History, Literature, and Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Artillery; Siege; Elite; Law; Legislation; Engineering; Service (business); Political science; Management; Aeronautics; History; Ancient history; Politics; Archaeology; Economy","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","sts"],"consensus_categories":[],"category_scores_codex":[0.0003063352,0.0003274998,0.0003308142,0.0001761344,0.002897186,0.0002654225,0.0008886753,0.0004790241,0.0001658722],"category_scores_gemma":[0.00006381941,0.0003234605,0.0002622265,0.00003118128,0.0005994649,0.000101394,0.0001458755,0.0006111023,0.00006552416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582015,"about_ca_system_score_gemma":0.001339485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1618549,"about_ca_topic_score_gemma":0.7685473,"domain_scores_codex":[0.9981083,0.0001522809,0.0001769267,0.0005339965,0.0003751648,0.0006532766],"domain_scores_gemma":[0.9978777,0.0001526165,0.000150394,0.0006328231,0.0002776887,0.000908755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007913168,0.000009306555,0.00003234691,0.00002273664,0.000148824,0.000455489,0.0219337,0.00001294602,0.000004178533,0.7553216,0.2154878,0.006491944],"study_design_scores_gemma":[0.0001195591,0.0000331967,0.00003583511,0.000109901,0.00007813582,0.000001484247,0.0009081936,0.000003071048,0.000009733878,0.0005578176,0.9977487,0.0003943828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001379695,0.0009390863,0.00000812131,0.0001764049,0.001352552,0.0004259751,0.0001455771,0.00007908726,0.9967352],"genre_scores_gemma":[0.03121495,0.0002983248,0.00001664056,0.0003830659,0.0004922101,8.479527e-7,0.00002410899,0.00003704345,0.9675328],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7822609,"threshold_uncertainty_score":0.9999217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03518218470410492,"score_gpt":0.2156751409804738,"score_spread":0.1804929562763689,"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."}}