{"id":"W4312375444","doi":"10.1115/ipc2022-86908","title":"Advanced Reliability Analysis at Slope Crossings","year":2022,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Inclinometer; Landslide; Geotechnical engineering; Reliability (semiconductor); Settlement (finance); Geohazard; Pipeline transport; Terrain; Geology; Engineering; Setback; Marine engineering; Civil engineering; Computer science; Geodesy; Geography","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":[0.000750844,0.0004776648,0.0003659612,0.001745948,0.0002228568,0.0005041317,0.0003578466,0.0004083083,0.001401081],"category_scores_gemma":[0.001789283,0.000193798,0.0004748932,0.0005415177,0.0003466868,0.0003146683,0.0003535849,0.0003328088,0.0002618945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003641297,"about_ca_system_score_gemma":0.000272712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002608055,"about_ca_topic_score_gemma":0.001743086,"domain_scores_codex":[0.9996619,0.0000995508,0.00001481645,0.00004909298,0.0001389101,0.00003571021],"domain_scores_gemma":[0.9990097,0.0003483411,0.0001549151,0.00007202462,0.0003871224,0.00002779615],"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":[0.00005219953,0.00003086647,0.01178876,0.00005265663,0.00003083631,0.0005157671,0.0001322615,0.9330101,0.01300859,0.004074348,0.0002800617,0.03702356],"study_design_scores_gemma":[0.000001353339,0.00006405154,0.003560605,0.000009313752,0.000005691352,0.00007819421,0.00002183419,0.9929812,0.001469972,0.001495822,0.0003063653,0.000005614092],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5763286,0.0003152118,0.41674,0.00008278222,0.00002133654,0.00007751664,0.0002286262,0.000460497,0.005745395],"genre_scores_gemma":[0.9855534,0.00005589936,0.01356952,0.000004954829,0.000006460257,0.00001281167,0.00007101883,0.00001264981,0.0007132756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002608055,"threshold_uncertainty_score":0.005185783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003326757610052184,"score_gpt":0.1908963313416685,"score_spread":0.1875695737316163,"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."}}