{"id":"W2122361391","doi":"10.1007/s11804-009-8103-3","title":"An introduction to hull design practices for deepwater floating structures","year":2009,"lang":"en","type":"article","venue":"Journal of Marine Science and Application","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Offshore geotechnical engineering; Hull; Engineering; Submarine pipeline; Systems engineering; Naval architecture; Marine engineering; Construction engineering; Civil engineering; Geotechnical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0005791907,0.00004860757,0.00006205735,0.0001429868,0.00006328509,0.00006653648,0.0001344987,0.00002121818,8.371887e-7],"category_scores_gemma":[0.0001869728,0.00003858763,0.000008142661,0.0001866163,0.00002125706,0.0003955336,0.00001101678,0.00006555321,2.842051e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002746604,"about_ca_system_score_gemma":0.00001114776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.116406e-7,"about_ca_topic_score_gemma":3.679001e-7,"domain_scores_codex":[0.99958,0.000002770415,0.0001218777,0.00008309371,0.0001196818,0.00009262287],"domain_scores_gemma":[0.9996483,0.00001753935,0.00007923597,0.00008771657,0.0001257685,0.00004138723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000009386457,0.000006509221,0.00004019384,0.000006454774,0.000001922939,1.169782e-7,0.0000583481,0.0634561,0.4146907,0.001153428,0.0002477232,0.5203291],"study_design_scores_gemma":[0.0002840123,0.00103209,0.01535103,0.00001026596,0.00002818012,0.0001016289,0.0003540461,0.1930981,0.7507176,0.02091754,0.01785835,0.0002470609],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4660774,0.00001658204,0.5320723,0.001520516,0.00009579737,0.0001181166,1.886248e-7,0.0000649984,0.0000341185],"genre_scores_gemma":[0.8402525,0.00001146241,0.1594158,0.00001906121,0.0002927393,0.000002580782,3.555642e-7,0.000002961695,0.000002543973],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5200821,"threshold_uncertainty_score":0.1573558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089730018803638,"score_gpt":0.2680196943338038,"score_spread":0.2571223941457674,"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."}}