{"id":"W2595790468","doi":"10.1057/978-1-349-95988-4_22210","title":"Society of Naval Architects and Marine Engineers","year":2020,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Engineering Research Board; Department of Science and Technology, Ministry of Science and Technology, India; Savoy Foundation; University of Calgary; U.S. Department of State","keywords":"Engineering; Aeronautics; Marine engineering; Oceanography; Naval architecture; Engineering ethics; Operations research; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001111939,0.0007892994,0.0003238805,0.000965444,0.003035502,0.003087948,0.0007021299,0.00172452,0.1318827],"category_scores_gemma":[0.001732656,0.0003234334,0.0002202648,0.0007782176,0.0008531128,0.001407119,0.002987296,0.002374923,0.06961277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274003,"about_ca_system_score_gemma":0.005475711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01293459,"about_ca_topic_score_gemma":0.03844446,"domain_scores_codex":[0.9991801,0.00009836647,0.00004307607,0.0001001387,0.0003638795,0.0002143575],"domain_scores_gemma":[0.9986522,0.0001019906,0.00004301679,0.00008038472,0.0006999925,0.0004225082],"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":[0.00001240301,0.00002388474,0.0002434794,0.00008883725,0.000001048243,0.00008761708,0.0004345809,0.00009799004,0.0002981011,0.01299044,0.8673121,0.1184096],"study_design_scores_gemma":[5.778468e-7,0.000005936397,0.0002548736,0.00002958731,2.949296e-7,0.00003690162,0.0001383377,0.00001916243,0.00002183454,0.0003068598,0.9991844,0.000001206198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002296787,0.006970916,0.000582163,0.01110263,0.01586564,0.00006121371,0.0002003179,0.0001155039,0.9628048],"genre_scores_gemma":[0.003045666,0.001541544,0.0001700505,0.0005579405,0.0003994736,0.00001922353,0.00006151001,0.00001898859,0.9941856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1318827,"threshold_uncertainty_score":0.4411916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01871087531250458,"score_gpt":0.1971914637616435,"score_spread":0.1784805884491389,"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."}}