{"id":"W4324134347","doi":"10.1139/cgj-2022-0260","title":"Lateral ground movement effects near a joint of MDPE gas distribution pipes","year":2023,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"FortisBC","keywords":"Geotechnical engineering; Shearing (physics); Joint (building); Lateral movement; Materials science; Bending moment; Bending; Deformation (meteorology); Soil mechanics; Ground movement; Geology; Structural engineering; Engineering; Soil water; Composite material","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002747152,0.0002077048,0.0002914217,0.0002020772,0.0001628016,0.000127712,0.0002361333,0.0002335239,0.00004689773],"category_scores_gemma":[0.000128885,0.0001963357,0.0001702056,0.0004725856,0.00007784145,0.00009295665,0.00003041815,0.0006993191,0.0000301934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003891208,"about_ca_system_score_gemma":0.0001171635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00233703,"about_ca_topic_score_gemma":0.0004749979,"domain_scores_codex":[0.9985042,0.00002551874,0.0004083045,0.000149789,0.000265057,0.0006471318],"domain_scores_gemma":[0.9989987,0.00005336306,0.00004378944,0.0002261194,0.00005327234,0.0006247332],"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":[0.000006837899,0.00001111915,0.00004224222,0.0001613588,0.00009943126,0.0002906175,0.00004993011,0.9629931,0.006585367,0.002659332,0.01256191,0.01453871],"study_design_scores_gemma":[0.001302657,0.0004118514,0.0914816,0.000478938,0.000101284,0.0005078995,0.00003821195,0.8043008,0.003785943,0.02604736,0.07051145,0.001032029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594433,0.0004577856,0.03613887,0.001124464,0.00130654,0.0002929384,0.0001086825,0.0008761336,0.0002512441],"genre_scores_gemma":[0.9993482,0.0001045744,0.0001935516,0.00007778929,0.0001466809,0.000009791977,0.00003873553,0.00003528705,0.00004542479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1586924,"threshold_uncertainty_score":0.8006335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006270898945228528,"score_gpt":0.185422975255723,"score_spread":0.1791520763104945,"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."}}