{"id":"W4410671291","doi":"10.3138/cart-2024-0024","title":"Assessing the Accuracy of U-Boat War Diaries: A Case Study of <i>U-156</i>’s Fourth Patrol and World War II Navigation Techniques","year":2025,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Esri (Canada)","funders":"","keywords":"World War II; First world war; Geography; Cartography; Humanities; Aeronautics; History; Operations research; Engineering; Art; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004158463,0.0002902383,0.0002390168,0.001775779,0.001271339,0.001598795,0.0008651587,0.0005358221,0.0009152836],"category_scores_gemma":[0.02198325,0.000237278,0.0001619962,0.003388094,0.001086727,0.001110317,0.001515441,0.0005006188,0.0004567122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001566567,"about_ca_system_score_gemma":0.001015258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04562873,"about_ca_topic_score_gemma":0.09891906,"domain_scores_codex":[0.9971923,0.001175313,0.0002159161,0.0003287868,0.000861551,0.0002260728],"domain_scores_gemma":[0.9875081,0.005644142,0.002663985,0.001660138,0.002287674,0.0002358782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003994544,0.0001295507,0.7078941,0.0003337637,0.00009421441,0.004122552,0.1219886,0.003401132,0.003949105,0.002961231,0.003216916,0.1515094],"study_design_scores_gemma":[0.00001654659,0.0004389492,0.7370164,0.0006345862,0.00009194078,0.004782148,0.189864,0.007374202,0.007651112,0.0008423586,0.051193,0.00009469579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881116,0.0002169081,0.001710706,0.0002235685,0.00002714299,0.00004541003,0.0003630567,0.00001989634,0.009281757],"genre_scores_gemma":[0.9943614,0.0002450194,0.003547018,0.00003498561,0.0000114138,0.00002168977,0.0002646274,0.00001802063,0.001495775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04562873,"threshold_uncertainty_score":0.09072626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156276333234956,"score_gpt":0.3117455725092038,"score_spread":0.2961179391857082,"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."}}