{"id":"W4256573663","doi":"10.1177/084387140201400298","title":"Book Review: The Atlantic Campaign: The Great Struggle at Sea 1939–1945","year":2002,"lang":"en","type":"article","venue":"International Journal of Maritime History","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Oceanography; Political science; History; Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008980586,0.0001195109,0.0002014535,0.0000465668,0.000879049,0.00002653053,0.0009272656,0.00004975422,0.02341768],"category_scores_gemma":[0.000376179,0.00006933075,0.0002672597,0.0000648167,0.0006692073,0.0002621776,0.00008514749,0.0003206152,0.0002575926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001572953,"about_ca_system_score_gemma":0.00009902358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001477709,"about_ca_topic_score_gemma":0.0007957481,"domain_scores_codex":[0.9979113,0.0003751406,0.0003759703,0.0001132659,0.001047298,0.0001770167],"domain_scores_gemma":[0.9987153,0.0001414251,0.0004003587,0.000150889,0.0005150471,0.00007702717],"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":[0.00001676475,0.00003238671,0.000226909,0.00001097251,0.000109468,0.00006270028,0.01182471,0.000002016659,0.000004329232,0.0003666751,0.9855443,0.001798747],"study_design_scores_gemma":[0.0001500633,0.0000262597,0.0001811269,0.0002322677,0.00006870501,0.0001154197,0.000708668,0.000005477746,5.804146e-7,0.00008906508,0.9983346,0.00008773839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0003063846,0.7974053,0.00001163298,0.08051467,0.003909576,0.0001734334,0.000007756229,0.00001780316,0.1176534],"genre_scores_gemma":[0.08819187,0.1968456,0.00006529968,0.1047165,0.005704104,0.00003460575,0.000008495794,0.00003865609,0.6043949],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6005597,"threshold_uncertainty_score":0.977475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.020917982964428,"score_gpt":0.2600141305902481,"score_spread":0.2390961476258201,"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."}}