{"id":"W2905394431","doi":"10.1139/cgj-2017-0690","title":"A simple method for settlement evaluation of loess–pile foundation","year":2018,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loess; Pile; Geotechnical engineering; Foundation (evidence); Settlement (finance); Geology; Geomorphology; Computer science; Archaeology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004280732,0.0009247115,0.0005361348,0.002232644,0.0003400904,0.0005382605,0.0006541166,0.0006490162,0.003169535],"category_scores_gemma":[0.001335702,0.0002896788,0.0003555259,0.001124366,0.0003038435,0.0007344073,0.0007061051,0.000321382,0.0009461859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000291873,"about_ca_system_score_gemma":0.0004878892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001649017,"about_ca_topic_score_gemma":0.00317247,"domain_scores_codex":[0.9995471,0.0000528928,0.00002857933,0.00006845516,0.0002737673,0.00002910262],"domain_scores_gemma":[0.9995332,0.0001161978,0.00008305471,0.00004108163,0.0001916271,0.00003495312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002994318,0.000201524,0.04564875,0.0007154538,0.00008299249,0.0005408778,0.000606666,0.1111347,0.193178,0.002888113,0.002750117,0.6419535],"study_design_scores_gemma":[0.00004125599,0.0003534826,0.04742398,0.00005867272,0.00004725037,0.0005392784,0.0003591503,0.8967041,0.04848551,0.001243264,0.004556856,0.0001872104],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1870589,0.0003128702,0.8040155,0.00004318302,0.00008328771,0.0003254938,0.0005010964,0.002139868,0.005519839],"genre_scores_gemma":[0.8231738,0.0002067237,0.1733737,0.00001575333,0.00001533587,0.0002259404,0.0003206102,0.00004632326,0.002621928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003169535,"threshold_uncertainty_score":0.01060313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715209541780911,"score_gpt":0.2932067394511201,"score_spread":0.266054644033311,"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."}}