{"id":"W6991381598","doi":"","title":"Great War commands : historical perspectives on Canadian Army leadership, 1914 - 0918","year":2010,"lang":"en","type":"book","venue":"Virtual Defense Library (Ministerio de Defensa)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); World War II; Perspective (graphical); Work (physics); First world war","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0004791226,0.0008165305,0.001056692,0.002634567,0.002993552,0.00128858,0.001433549,0.002294201,0.008244899],"category_scores_gemma":[0.0002631242,0.001114803,0.000760757,0.00043555,0.002399206,0.0008012594,0.0001444762,0.002776674,0.002140978],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01142658,"about_ca_system_score_gemma":0.01700199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4280165,"about_ca_topic_score_gemma":0.9386345,"domain_scores_codex":[0.9946862,0.0005237589,0.000689571,0.001282306,0.001049977,0.001768174],"domain_scores_gemma":[0.9952608,0.0004504785,0.0003816534,0.001135577,0.00009179977,0.002679667],"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":[0.000146156,0.00007028609,0.00006850153,0.00006147978,0.0001039246,0.00118955,0.05511742,7.457307e-7,0.000007209378,0.09718887,0.84338,0.002665843],"study_design_scores_gemma":[0.000397532,0.0004194323,0.0001013526,0.0001943215,0.0001433635,0.00005724586,0.007338792,0.000002525777,0.000001697893,0.001322954,0.9887968,0.001224041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001017844,0.002835057,0.000004986452,0.007847955,0.003469764,0.0006045492,0.0009979382,0.0003932122,0.9828287],"genre_scores_gemma":[0.01001918,0.001208234,0.00008985312,0.005887532,0.003545171,0.00005308958,0.0003774612,0.0002821552,0.9785373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.510618,"threshold_uncertainty_score":0.9997482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03189760023568334,"score_gpt":0.223320641457541,"score_spread":0.1914230412218576,"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."}}