{"id":"W4405616853","doi":"10.1177/08438714241306472","title":"Book Review: <i>Maritime Animals: Ships, Species, Stories</i> by Kaori Nagai, ed. NagaiKaori, ed., Maritime Animals: Ships, Species, Stories. University Park: Penn State University Press, 2023. 240 pp., illustrations, index. ISBN 978-0-2710-9537-0, US$125 (hbk).","year":2024,"lang":"en","type":"article","venue":"International Journal of Maritime History","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Fishery; Zoology; Biology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001826756,0.0006905081,0.001011661,0.0006521565,0.0008035706,0.0003591679,0.002008919,0.0002473062,0.02609088],"category_scores_gemma":[0.0003012961,0.0007536149,0.0005598427,0.0002370273,0.002234751,0.003067782,0.0003475409,0.001612502,0.0002905375],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006458785,"about_ca_system_score_gemma":0.002284741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001910096,"about_ca_topic_score_gemma":0.0009051862,"domain_scores_codex":[0.9942508,0.0004473585,0.001300895,0.0008790641,0.00234229,0.0007795779],"domain_scores_gemma":[0.9956374,0.0004168532,0.0009329061,0.0004988906,0.00188671,0.00062723],"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":[0.0004636635,0.0002646922,0.0001067295,0.0002870476,0.0004477639,0.00194338,0.002510548,0.000006453341,0.0001846933,0.01819715,0.9747406,0.0008472805],"study_design_scores_gemma":[0.001112235,0.0004015223,0.0002154129,0.001496034,0.0003543179,0.0002163365,0.002141932,0.00006305157,0.00001402188,0.00007447566,0.9931458,0.0007648125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0004629741,0.7664592,0.0003235937,0.009390167,0.01416244,0.0006403516,0.002571228,0.0002343193,0.2057558],"genre_scores_gemma":[0.005891426,0.1815567,0.0002314582,0.004957059,0.004898038,0.000004325236,0.0003867,0.00009924569,0.8019751],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5962192,"threshold_uncertainty_score":0.9994915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225138198254965,"score_gpt":0.2219678785043473,"score_spread":0.1997164965217976,"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."}}