{"id":"W2057208451","doi":"10.1115/ipc2004-0141","title":"Trench Effects on Pipe-Soil Interaction","year":2004,"lang":"en","type":"article","venue":"2004 International Pipeline Conference, Volumes 1, 2, and 3","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada); Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Trench; Geotechnical engineering; Geology; Displacement (psychology); Soil water; Deformation (meteorology); Pipeline transport; Materials science; Soil science; Composite material; Environmental 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":[0.00005020754,0.000217405,0.0001776084,0.0001721242,0.00005084026,0.0001028467,0.0001641892,0.0001203327,0.00009992013],"category_scores_gemma":[0.0000629736,0.000203149,0.00006398901,0.00008944549,0.00003342714,0.0001456503,0.00002406916,0.0003060443,0.00005512788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009767057,"about_ca_system_score_gemma":0.00002175227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007381051,"about_ca_topic_score_gemma":0.00005565599,"domain_scores_codex":[0.9991294,0.000008467579,0.0002253603,0.0002238908,0.0002089236,0.0002039329],"domain_scores_gemma":[0.999612,0.00004706243,0.00002929015,0.0001400669,0.00007287817,0.00009871622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009586591,0.0001614801,0.0003148759,0.0002400977,0.0002389578,0.00005558391,0.0003872603,0.696346,0.01038835,0.04221558,0.009442878,0.2401131],"study_design_scores_gemma":[0.006049483,0.0005830874,0.01684765,0.001074536,0.0001033508,0.0002152107,0.0002028773,0.7288791,0.02409651,0.05153199,0.168572,0.001844203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7165693,0.0007684939,0.2180779,0.001607128,0.005598225,0.0002865328,0.00004529881,0.001226387,0.05582078],"genre_scores_gemma":[0.997348,0.0001984071,0.0003677104,0.0001225065,0.0004503781,0.00001641974,0.00004893636,0.00002291432,0.001424749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2807787,"threshold_uncertainty_score":0.8284175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006791349034193392,"score_gpt":0.2157883156647524,"score_spread":0.208996966630559,"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."}}