{"id":"W4242309704","doi":"10.1007/s42797-020-00018-6","title":"Reliability assessment of drag embedment anchors in sand and the effect of idealized anchor geometry","year":2020,"lang":"en","type":"article","venue":"Safety in Extreme Environments","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Embedment; Mooring; Catenary; Reliability (semiconductor); First-order reliability method; Limit state design; Drag; Structural engineering; Geotechnical engineering; Anchoring; Drag coefficient; Eccentricity (behavior); Engineering; Probabilistic logic; Marine engineering; Mathematics; Statistics","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":[0.0006536604,0.0001536328,0.0004800695,0.00007138387,0.00001093264,0.000003192742,0.0001300131,0.00007274395,0.00004262396],"category_scores_gemma":[0.00009621052,0.0001143252,0.00008500885,0.0002902843,0.0001030462,0.00004100374,0.00006814106,0.0002262454,0.000001104795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008154152,"about_ca_system_score_gemma":0.00000283002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004323673,"about_ca_topic_score_gemma":0.000001911891,"domain_scores_codex":[0.9988051,0.0001041517,0.0004994491,0.0001940906,0.0002264865,0.0001706989],"domain_scores_gemma":[0.999442,0.0002023538,0.00005471559,0.0002417368,0.000001779798,0.00005745327],"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":[0.0001072585,0.00003588309,0.06489468,0.0002596572,0.00005185149,0.000002476961,0.0001401699,0.9180443,0.01335633,0.0000169525,0.000009933217,0.00308052],"study_design_scores_gemma":[0.004395764,0.0001298566,0.5709763,0.0000981254,0.00005808616,3.431926e-7,0.00003195345,0.4205613,0.003195981,0.00005638279,0.000325212,0.0001707387],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893694,0.0004558571,0.0093734,0.0001563597,0.00003528887,0.0003360581,0.0000123001,0.00002197826,0.0002393551],"genre_scores_gemma":[0.9990813,0.0004948896,0.0003550939,0.00001040691,0.000008918185,0.00002380716,0.000005601267,0.0000138097,0.000006172455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5060816,"threshold_uncertainty_score":0.4662047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00733384566314519,"score_gpt":0.20710453782364,"score_spread":0.1997706921604948,"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."}}