{"id":"W2318110104","doi":"10.1177/084387140601800194","title":"Book Review: Anti-Submarine Warfare in World War I: British Naval Aviation and the Defeat of the U-Boats","year":2006,"lang":"en","type":"article","venue":"International Journal of Maritime History","topic":"World Wars: History, Literature, and Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Submarine; Aeronautics; Aviation; History; Engineering; Marine engineering; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001287719,0.00009406773,0.0002626071,0.0001641182,0.0001224063,0.00003346279,0.0005175009,0.0000483327,0.0007815507],"category_scores_gemma":[0.0003361122,0.00007213192,0.0001933933,0.0001424556,0.0005638187,0.0004108587,0.00005044279,0.0003244063,0.000002673884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071894,"about_ca_system_score_gemma":0.0002949601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003187931,"about_ca_topic_score_gemma":0.00496251,"domain_scores_codex":[0.9980004,0.0003848288,0.0005728756,0.0001081488,0.0007924925,0.0001412466],"domain_scores_gemma":[0.9986869,0.0001712274,0.0005568439,0.0001052978,0.0004331548,0.00004653964],"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":[0.00009053491,0.0001023969,0.01462799,0.00004019785,0.00003729625,0.00003916233,0.002042603,0.000007935484,0.00003735799,0.002464535,0.9777284,0.00278156],"study_design_scores_gemma":[0.0008690706,0.00001342667,0.0769263,0.000835305,0.00002794957,0.00005507065,0.00004511739,0.000007380259,0.000007414032,0.0007239408,0.9204118,0.0000772809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0269902,0.8541998,0.00002409634,0.01931634,0.004759441,0.0004801725,0.00003340731,0.00001483165,0.09418168],"genre_scores_gemma":[0.8667415,0.03356218,0.0001327024,0.01110242,0.001621235,0.000007880016,0.00001197546,0.00002497995,0.08679511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8397513,"threshold_uncertainty_score":0.8557432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006429987778858016,"score_gpt":0.2383637545626162,"score_spread":0.2319337667837582,"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."}}