{"id":"W4394948707","doi":"10.25071/2561-5467.1133","title":"Reassessing U-Boats and Convoys","year":2024,"lang":"en","type":"article","venue":"The Northern Mariner / Le marin du nord","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003643747,0.0001744297,0.000124365,0.00002745567,0.0001958375,0.0002576432,0.000354032,0.00005054118,0.00180066],"category_scores_gemma":[0.00004562994,0.0001239952,0.00005211293,0.0001565689,0.0003020071,0.0002616165,0.0008766528,0.0002090932,0.001103913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113616,"about_ca_system_score_gemma":0.00001966055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01370858,"about_ca_topic_score_gemma":0.007021229,"domain_scores_codex":[0.9988295,0.00007631215,0.0001828715,0.00035537,0.000310676,0.0002452457],"domain_scores_gemma":[0.9994194,0.0001892924,0.00003525956,0.0002783433,0.00001405538,0.00006363135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002831856,0.00004482756,0.5531348,0.00002424252,0.00005275427,0.00008771176,0.0005048402,0.0001548524,0.0006453693,0.004141586,0.001712695,0.439468],"study_design_scores_gemma":[0.0002910413,0.00004527963,0.4313653,0.00004933514,0.00004207284,0.0001750239,0.00009740389,0.01082635,0.0003107267,0.0197154,0.5366674,0.0004146785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7682303,0.00008750042,0.0001264371,0.003132347,0.0002290355,0.0001362181,0.000003405156,0.0001286669,0.2279261],"genre_scores_gemma":[0.9224754,0.00003032739,0.000295892,0.0003765431,0.0001921242,0.000021644,0.000009591809,0.00003695622,0.07656153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5349547,"threshold_uncertainty_score":0.9996738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00716887061224556,"score_gpt":0.2195104484316347,"score_spread":0.2123415778193891,"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."}}