{"id":"W3007598830","doi":"","title":"Effects of Seabed Shear Strength and Gap Between Pipeline and Seabed on Drag Force on Suspended Pipelines Caused by Submarine Debris Flow","year":2019,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Seabed; Drag; Geology; Submarine pipeline; Debris flow; Debris; Submarine; Pipeline transport; Marine engineering; Geotechnical engineering; Environmental science; Oceanography; Engineering; Aerospace 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001120269,0.0003283128,0.0004771118,0.0001889089,0.00002649602,0.0000277358,0.0001303719,0.0002036728,0.00002362526],"category_scores_gemma":[0.0001049133,0.0002818591,0.0000441752,0.0001769226,0.00004442861,0.000074191,0.00006675722,0.0003007178,0.00001361858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000301158,"about_ca_system_score_gemma":0.000006181921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003410565,"about_ca_topic_score_gemma":0.000007801492,"domain_scores_codex":[0.998877,0.00001668676,0.000264574,0.0003096628,0.000193005,0.0003390638],"domain_scores_gemma":[0.9990613,0.000459999,0.00003085525,0.0003185895,0.00003013016,0.00009915473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004565658,0.0006834695,0.07013159,0.009242048,0.001533464,0.00007530519,0.000820931,0.05054403,0.4827458,0.004435537,0.04695803,0.3323732],"study_design_scores_gemma":[0.003214173,0.0008012694,0.01882955,0.000252349,0.00009323218,0.000002723415,0.0000665332,0.1747625,0.7998145,0.0002462082,0.001200257,0.0007167455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955477,0.0004043072,0.001311849,0.0001143137,0.000153535,0.0003925692,0.00003545121,0.0009404885,0.001099793],"genre_scores_gemma":[0.9974158,0.0002130728,0.0008949811,0.00001623624,0.00005480057,0.00001113365,0.00004476809,0.00006307958,0.001286061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3316565,"threshold_uncertainty_score":0.9999633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005432767681336258,"score_gpt":0.1947302922881392,"score_spread":0.1892975246068029,"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."}}