{"id":"W6910520921","doi":"10.48336/jdbk-sd93","title":"Fatigue damage assessment of steel catenary risers in the touchdown zone with incorporation of time-dependant seabed interaction effects","year":2023,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Catenary; Touchdown; Trench; Seabed; Stiffness; Consolidation (business); Pore water pressure","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":[0.0008797918,0.0001666094,0.0003357979,0.001491104,0.0002717876,0.00004629442,0.000562156,0.0001352471,0.00001494976],"category_scores_gemma":[0.0000398093,0.0001580292,0.0001144755,0.003243477,0.0001972238,0.0005994617,0.0001581617,0.0004673454,0.000007197997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005542405,"about_ca_system_score_gemma":0.0002775395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137175,"about_ca_topic_score_gemma":0.0007211932,"domain_scores_codex":[0.9975642,0.0008240067,0.0002387474,0.0002913727,0.0007913187,0.0002903289],"domain_scores_gemma":[0.9985754,0.0004553699,0.0001286815,0.0004030412,0.0003424808,0.00009500917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003392296,0.0005139236,0.01003486,0.000642613,0.0007538311,0.002750786,0.003111608,0.4338553,0.5343698,0.006350488,0.003725184,0.0004993007],"study_design_scores_gemma":[0.007692461,0.00157825,0.0373417,0.0003250138,0.0003606658,0.00001299035,0.01392968,0.8890162,0.0461768,0.00005793413,0.002839091,0.0006692277],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847416,0.000002831923,0.002627457,0.00005943945,0.0008272912,0.000557539,0.00002159146,0.00009703261,0.01106526],"genre_scores_gemma":[0.9977075,0.00004205016,0.0001796696,0.000001116918,0.0002198982,6.588294e-7,0.00008118308,0.00001669079,0.001751271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.488193,"threshold_uncertainty_score":0.6444243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01890529273244421,"score_gpt":0.2578373919234027,"score_spread":0.2389320991909585,"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."}}