{"id":"W2984403958","doi":"10.1016/j.apor.2019.101989","title":"Re-assessment of trench effect on fatigue performance of steel catenary risers in the touchdown zone","year":2019,"lang":"en","type":"article","venue":"Applied Ocean Research","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland","keywords":"Trench; Touchdown; Catenary; Structural engineering; Geology; Point (geometry); Materials science; Geotechnical engineering; Engineering; Geometry; Composite material; Mathematics; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001087612,0.0001223438,0.000229134,0.0003464703,0.00003403918,0.000007491054,0.0004514084,0.00009518264,0.00001488564],"category_scores_gemma":[0.0000171533,0.00008568552,0.00003298414,0.000606156,0.00007761518,0.00002921274,0.00008235528,0.0006224239,0.00001124408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006694775,"about_ca_system_score_gemma":0.00001906641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002196473,"about_ca_topic_score_gemma":0.00000517426,"domain_scores_codex":[0.9987836,0.00003930147,0.0002058525,0.0001569951,0.0004911347,0.0003230401],"domain_scores_gemma":[0.9989389,0.0004777459,0.00001982842,0.0005168071,0.00002579323,0.00002094441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002883205,0.0004294322,0.1683356,0.004998566,0.0002227487,0.00002430398,0.003637897,0.6554382,0.08291439,0.01201271,0.005238511,0.06645935],"study_design_scores_gemma":[0.002690209,0.004140481,0.4335165,0.0006415477,0.00001971801,0.000002810148,0.003986915,0.1497484,0.4033811,0.0001666015,0.001075892,0.0006297986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804549,0.00006449687,0.00002572308,0.00003780233,0.00004589102,0.0004674113,0.000003837159,0.00009104225,0.01880885],"genre_scores_gemma":[0.9996545,0.00006616348,0.0001573383,0.000001836447,0.00001142756,0.0000335553,0.00000592275,0.00002024168,0.00004900276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5056897,"threshold_uncertainty_score":0.3494154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592561868899902,"score_gpt":0.300083630470531,"score_spread":0.274158011781532,"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."}}