{"id":"W2905686220","doi":"10.1093/envhis/emx144","title":"<i>A Century of Maritime Science: The St. Andrews Biological Station</i>. Edited by Jennifer Hubbard, David J. Wildish, and Robert L. Stephenson. Toronto: University of Toronto Press, 2016. viii + 477 pp. Illustrations, maps, tables, graphs, notes, bibliography, and index. Cloth $80.00, e-book $80.00.","year":2017,"lang":"en","type":"article","venue":"Environmental History","topic":"Diverse Historical and Scientific Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Index (typography); Art history; Environmental ethics; Library science; Media studies; Sociology; Art; Philosophy; Computer science","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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0003088598,0.0002278015,0.0003013121,0.00007279002,0.00172178,0.00008549132,0.0004439232,0.00008421612,0.00322832],"category_scores_gemma":[0.00001543981,0.0001799956,0.00009397266,0.00004113528,0.007793197,0.00113982,0.0003486063,0.0001154003,0.000003293181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003525684,"about_ca_system_score_gemma":0.00003596142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03706055,"about_ca_topic_score_gemma":0.004669617,"domain_scores_codex":[0.9984016,0.00007121587,0.0002747724,0.0004945515,0.0004748769,0.0002829219],"domain_scores_gemma":[0.9990199,0.00006663281,0.0003140627,0.0004144468,0.00004209396,0.000142875],"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":[0.00009398065,0.0003109328,0.006597681,0.00002797577,0.00007077986,0.000003237236,0.006352227,9.671172e-7,0.001186793,0.002617405,0.9812558,0.001482169],"study_design_scores_gemma":[0.0005961061,0.0001351337,0.01838196,0.00002163786,0.00005433184,0.000001118389,0.003659558,0.000008516484,0.00002026474,0.00007890559,0.976818,0.0002245276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05817796,0.8673244,0.00002786082,0.0002371622,0.003427159,0.001143014,0.007121088,0.00007156724,0.06246978],"genre_scores_gemma":[0.6298968,0.344283,0.0002197782,0.0002364065,0.0002547914,0.00001550539,0.0003860421,0.00003199172,0.02467577],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5717188,"threshold_uncertainty_score":0.9995778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520031355194367,"score_gpt":0.1865381352785201,"score_spread":0.1713378217265764,"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."}}