{"id":"W2180377001","doi":"10.1139/cgj-2014-0547","title":"First application of cast-in-place concrete large-diameter pipe (PCC) pile-reinforced railway foundation: a field study","year":2015,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council","keywords":"Pile; Geotechnical engineering; Foundation (evidence); Geogrid; Settlement (finance); Levee; Geosynthetics; Engineering; Tension (geology); Precast concrete; Structural engineering; Reinforcement; Civil engineering; Ultimate tensile strength; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007438454,0.000186239,0.0002995635,0.0003238299,0.0000752468,0.00005366226,0.0002929533,0.0002340841,0.00007516795],"category_scores_gemma":[0.000464374,0.0001953441,0.00007714782,0.0004899087,0.00002980432,0.0001665188,0.00002615116,0.0006280488,0.00002986367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004706648,"about_ca_system_score_gemma":0.0002066913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004571848,"about_ca_topic_score_gemma":0.012836,"domain_scores_codex":[0.9984658,0.00003757464,0.0005892183,0.0001783008,0.000281709,0.0004474286],"domain_scores_gemma":[0.9987056,0.0001167555,0.00007363813,0.0003297236,0.0001566585,0.0006176267],"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":[0.00001763298,0.00001038227,0.0004821522,0.00002753486,0.00002222198,0.00002793496,0.0002691644,0.9961616,0.0001494028,0.0002676881,0.0008862249,0.001678063],"study_design_scores_gemma":[0.001606196,0.0003802727,0.001476611,0.00006647652,0.00002833351,0.00008686059,0.0003244382,0.9630198,0.00022708,0.0001336362,0.03230156,0.0003486857],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3154265,0.0002002909,0.6802081,0.0009964021,0.0006930066,0.001051121,0.0000215053,0.0003405997,0.001062523],"genre_scores_gemma":[0.9993328,0.00001747537,0.0003323349,0.00007980585,0.0001074601,0.00003972305,0.00001093624,0.00003320524,0.0000462382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6839064,"threshold_uncertainty_score":0.7965899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010951783573064,"score_gpt":0.2156126490955978,"score_spread":0.2046608655225338,"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."}}