{"id":"W2994006709","doi":"","title":"\"The Bytown Gunners: The History of Ottawa’s Artillery, 1855-2015 (Book Review)\" by Kenneth W. Reynolds","year":2018,"lang":"en","type":"article","venue":"Canadian military history","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Artillery; Aeronautics; History; Operations research; Engineering; Archaeology","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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002032276,0.0002215993,0.0003452006,0.0003796103,0.001856496,0.00001442942,0.001258856,0.0002128479,0.01008858],"category_scores_gemma":[0.0008150808,0.000217735,0.0002564377,0.0002632119,0.009091923,0.0002917064,0.00003297606,0.0003906846,0.0005829959],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03257034,"about_ca_system_score_gemma":0.01856763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9710932,"about_ca_topic_score_gemma":0.9989437,"domain_scores_codex":[0.9969781,0.0005562571,0.000573916,0.0004408495,0.0005830184,0.0008678344],"domain_scores_gemma":[0.9971334,0.000227603,0.0001986929,0.001067266,0.0003494366,0.00102357],"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":[0.0000061298,0.00001079918,0.000009167832,0.00005187625,0.00002628396,0.00001059904,0.00679702,1.793932e-7,0.00001364009,0.001059458,0.9885795,0.003435318],"study_design_scores_gemma":[0.0001066383,0.0000566307,0.00009888137,0.0001225753,0.00005781422,0.000002748467,0.0005731693,0.000003506636,6.568209e-7,0.00005496493,0.9986538,0.0002685591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00005577827,0.7632676,0.000001208622,0.01551393,0.005261384,0.0003921671,0.00008156017,0.00003740182,0.2153889],"genre_scores_gemma":[0.001102198,0.1439074,0.00002104835,0.03805649,0.001000142,0.0000691434,0.00003312426,0.00005287615,0.8157575],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6193602,"threshold_uncertainty_score":0.9994429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052573087705665,"score_gpt":0.2153004038955154,"score_spread":0.2047746730184588,"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."}}