{"id":"W2153950252","doi":"10.1061/9780784413692.105","title":"Safeguarding a Buried Pipeline in a Landslide Region","year":2014,"lang":"en","type":"article","venue":"Pipelines 2014","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury Alberta","funders":"","keywords":"Pipeline transport; Landslide; Geology; Geotechnical engineering; Pipeline (software); Mining engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002451805,0.0003128773,0.0001980561,0.0005178704,0.0003981751,0.0004070326,0.0004845238,0.0004638775,0.001047013],"category_scores_gemma":[0.000595289,0.0002415663,0.0002332108,0.000216898,0.0003739282,0.0003921315,0.000495728,0.0002104915,0.0003963292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003179235,"about_ca_system_score_gemma":0.0009233447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00483137,"about_ca_topic_score_gemma":0.01352598,"domain_scores_codex":[0.9998431,0.00002226517,0.000008103939,0.00001931346,0.0000739193,0.00003329215],"domain_scores_gemma":[0.9997863,0.00003822699,0.00006829214,0.00002973586,0.00005870123,0.00001871697],"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":[0.0002551109,0.0001526846,0.03765532,0.0005853657,0.00006809502,0.007821248,0.002577209,0.2379467,0.5048964,0.005775354,0.002194757,0.2000718],"study_design_scores_gemma":[0.00006505898,0.0018363,0.1060473,0.0003886078,0.0001922032,0.005206792,0.005930529,0.6233893,0.1947122,0.00638342,0.05571906,0.0001291734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8159468,0.0002402408,0.1737019,0.0001689404,0.00003050107,0.0001021562,0.0001501775,0.0008603354,0.008798952],"genre_scores_gemma":[0.9721646,0.0001515534,0.02516505,0.000009441353,0.00000346594,0.00001512923,0.00006003113,0.00003006041,0.00240074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00483137,"threshold_uncertainty_score":0.009606481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006394200506031148,"score_gpt":0.1958277234166867,"score_spread":0.1894335229106556,"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."}}