{"id":"W3126391181","doi":"10.1007/s11804-020-00186-8","title":"The Effect of Backfilling Stiffness on the Lateral Response of Deeply Buried Pipelines: an Experimental Study","year":2021,"lang":"en","type":"article","venue":"Journal of Marine Science and Application","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Trench; Geotechnical engineering; Embedment; Stiffness; Centrifuge; Submarine pipeline; Pipeline transport; Geology; Offshore geotechnical engineering; Engineering; Seabed; Structural engineering; Materials science","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":[0.001312744,0.00006122802,0.0001093456,0.000040804,0.00009390471,0.00003502052,0.0001898363,0.00001633208,0.000001902738],"category_scores_gemma":[0.0001690023,0.00003178874,0.00002369534,0.0002418894,0.00008620058,0.00007678934,0.00004313395,0.0001049538,1.074248e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002312339,"about_ca_system_score_gemma":0.00002227945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005798079,"about_ca_topic_score_gemma":0.000001270691,"domain_scores_codex":[0.9993109,0.00004724814,0.0002219943,0.00006930574,0.0002739245,0.00007666717],"domain_scores_gemma":[0.9993426,0.0002668779,0.00007566444,0.0001644135,0.000116874,0.00003355233],"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":[0.0003940119,0.00007234405,0.0005324969,0.00002123011,0.00001755883,0.000002041808,0.0003529785,0.07526293,0.9008496,0.0003943171,0.0000153267,0.02208518],"study_design_scores_gemma":[0.001013873,0.001927927,0.1108713,0.00004745314,0.00003575693,0.00005792842,0.001419727,0.0851705,0.7984554,0.0005514591,0.0003007496,0.0001479229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989744,0.0000492914,0.0006610014,0.0001215835,0.0000607359,0.0000918149,3.712815e-7,0.000007288141,0.00003351804],"genre_scores_gemma":[0.9998498,0.00001077824,0.00008239681,0.000005102924,0.00003665168,0.000004432772,1.937881e-7,0.000004124824,0.000006502903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1103388,"threshold_uncertainty_score":0.1296307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006211999648421752,"score_gpt":0.2493300682822077,"score_spread":0.2431180686337859,"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."}}