{"id":"W1575441931","doi":"","title":"\"A useful accessory to the infantry, but nothing more\" Tanks at the Battle of Flers-Courcelette, September 1916","year":2011,"lang":"en","type":"article","venue":"Canadian military history","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infantry; Battle; Offensive; Historiography; History; Engineering; Law; Political science; Ancient history; Operations research","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009265668,0.0001785642,0.0002063951,0.00009014174,0.001245601,0.000004103092,0.0009351699,0.000200724,0.009082664],"category_scores_gemma":[0.000211625,0.0001412953,0.0002005389,0.0002122075,0.001560855,0.0002160537,0.00006139949,0.000350997,0.0003428356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003590986,"about_ca_system_score_gemma":0.001330276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5428936,"about_ca_topic_score_gemma":0.7308267,"domain_scores_codex":[0.9981734,0.0002448383,0.0002903097,0.0003201198,0.0003819604,0.0005893855],"domain_scores_gemma":[0.9984121,0.0002126994,0.00008689236,0.0006445427,0.0001016341,0.0005421024],"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":[0.000009040097,0.000007989137,0.003827811,0.000008094527,0.00002456929,0.00001328833,0.2777086,0.00002383283,0.00004389383,0.0001489437,0.718066,0.0001179504],"study_design_scores_gemma":[0.00007128366,0.00001502756,0.01783032,0.00001366005,0.00002841597,0.000001553941,0.0134947,0.000003486934,0.00002432941,0.000008766594,0.9683178,0.000190655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8180901,0.007150038,0.00001532872,0.009826776,0.005669397,0.0006839225,0.0001856018,0.00005985421,0.1583189],"genre_scores_gemma":[0.8581216,0.0000925933,0.000129025,0.0166773,0.0005772292,0.0000460491,0.00001222513,0.00004365959,0.1243003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2642139,"threshold_uncertainty_score":0.9918232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06026325281493165,"score_gpt":0.2538118373523736,"score_spread":0.1935485845374419,"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."}}