{"id":"W1510584356","doi":"","title":"S.L.A. Marshall and the Ratio of Fire: History, Interpretation, and the Canadian Experience","year":2011,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Battle; Interpretation (philosophy); History; Military history; Law; Political science; Ancient history; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0006155906,0.00006618079,0.0001302403,0.0003806757,0.001752568,0.0001215113,0.0004145757,0.00006529985,0.0003564249],"category_scores_gemma":[0.0001905124,0.00006083634,0.00004939202,0.0002680679,0.005706795,0.0004777875,0.00006451881,0.0002074285,0.000004760822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000681274,"about_ca_system_score_gemma":0.001192932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9499176,"about_ca_topic_score_gemma":0.9974356,"domain_scores_codex":[0.9990019,0.0004380509,0.0001011034,0.0001389169,0.0001528537,0.000167225],"domain_scores_gemma":[0.9992846,0.0001308193,0.0000821287,0.0002146711,0.0000923077,0.0001954762],"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":[0.0001640329,0.00000889286,0.003801992,0.000004776236,0.00003053165,0.0000160391,0.223605,2.383251e-7,0.00000151141,0.7652257,0.006082367,0.001058914],"study_design_scores_gemma":[0.0008707467,0.000008970675,0.005206583,0.00001250955,0.00004760734,0.000001873197,0.01199441,0.00002970103,0.000001919009,0.00118257,0.9805501,0.00009298045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3002367,0.003671468,0.00003885528,0.00605076,0.0005795688,0.0005755428,0.00003339155,0.00003453457,0.6887792],"genre_scores_gemma":[0.9859708,0.0004143625,0.00004120591,0.0003180695,0.00001472037,0.000001720239,0.000001161897,0.000004462504,0.0132335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9744678,"threshold_uncertainty_score":0.999547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629693646644644,"score_gpt":0.1918918503760709,"score_spread":0.1755949139096244,"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."}}