{"id":"W2329923300","doi":"10.1061/40994(321)111","title":"Instrumentation of a Section of AC Pipe in Expansive Soil","year":2008,"lang":"en","type":"article","venue":"","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Golder Associates (Canada)","funders":"","keywords":"Instrumentation (computer programming); Expansive; Expansive clay; Section (typography); Geotechnical engineering; Engineering; Geology; Computer science; Materials science; Soil water; Composite material; Soil science; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001971012,0.0005008591,0.0002904769,0.0003563304,0.0006317695,0.0001943404,0.0006290765,0.0003342834,0.001085583],"category_scores_gemma":[0.0002647975,0.0002423372,0.0001965792,0.0004292903,0.0004745149,0.0001305594,0.0004066275,0.0002747241,0.0003400474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006458686,"about_ca_system_score_gemma":0.001427532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03383071,"about_ca_topic_score_gemma":0.07616396,"domain_scores_codex":[0.9996978,0.00001601358,0.00001065956,0.00009775142,0.0001145271,0.00006333882],"domain_scores_gemma":[0.9997116,0.00002781849,0.00004218826,0.00004546967,0.000123607,0.0000493409],"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":[0.000371361,0.0001943801,0.05713731,0.0001151099,0.00002303135,0.0006058045,0.001037145,0.004331365,0.9046874,0.0001963347,0.0004167223,0.03088399],"study_design_scores_gemma":[0.00005900526,0.003824496,0.4600473,0.00003058497,0.00007579475,0.0006854166,0.001168962,0.01750789,0.5075805,0.0001395554,0.008821158,0.00005927503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918012,0.00001929523,0.006256213,0.0000123269,0.000006098546,0.0001279768,0.0004650252,0.0002473821,0.001064428],"genre_scores_gemma":[0.9892277,0.00003874351,0.008400094,0.00002049652,0.000002203428,0.0001019707,0.0003365997,0.00001711276,0.001855094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03383071,"threshold_uncertainty_score":0.0672676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007429935079354971,"score_gpt":0.1762345231933984,"score_spread":0.1688045881140435,"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."}}