{"id":"W2550670409","doi":"10.1115/ipc2016-64350","title":"Mitigation of Infilling Around Pipelines With Cyclic Lateral Deflections","year":2016,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada); Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Pipeline transport; Geosynthetics; Geotechnical engineering; Buckling; Compressibility; Displacement (psychology); Pipeline (software); Geogrid; Geology; Structural engineering; Engineering; Reinforcement","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001888093,0.0005185661,0.0002513267,0.0003001833,0.0002099934,0.0001991224,0.0003503534,0.0002578124,0.001134853],"category_scores_gemma":[0.0004636722,0.0001408627,0.0002287669,0.0001423466,0.0002370424,0.0001902756,0.0003598742,0.0001858522,0.0001767305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001571254,"about_ca_system_score_gemma":0.0004191775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008672754,"about_ca_topic_score_gemma":0.003058113,"domain_scores_codex":[0.9998498,0.00002030477,0.000008449801,0.00001705618,0.00005668389,0.00004760206],"domain_scores_gemma":[0.9996275,0.00005285651,0.0001234808,0.00005115988,0.0001036132,0.00004151034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000258081,0.00008368991,0.004170287,0.0001879596,0.00001776726,0.0003852285,0.0001241605,0.03495456,0.9391277,0.00016256,0.0001585876,0.02036944],"study_design_scores_gemma":[0.00003343367,0.00391767,0.02546311,0.00003616497,0.00008902543,0.0005290111,0.0003661003,0.04822306,0.9172852,0.0001401533,0.003885333,0.00003162663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819433,0.0001148439,0.0162882,0.00003385785,0.00002086582,0.00003630304,0.00003640466,0.0002071874,0.001319112],"genre_scores_gemma":[0.9961683,0.0000404269,0.003263389,0.000007040267,0.000003132366,0.000007996176,0.00001916194,0.00001035389,0.0004801766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001134853,"threshold_uncertainty_score":0.003796399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005258393319973286,"score_gpt":0.1902175376768246,"score_spread":0.1849591443568513,"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."}}