{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002012333,0.0001263054,0.0001866335,0.0002196381,0.0001155063,0.00003486958,0.0002065422,0.0001778393,0.0002850629],"category_scores_gemma":[0.0004060997,0.000129574,0.0001043334,0.00021367,0.00002834537,0.00007722649,0.00001223382,0.0002707919,0.00001548712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004797982,"about_ca_system_score_gemma":0.0003021288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000573704,"about_ca_topic_score_gemma":0.001834607,"domain_scores_codex":[0.9987428,0.00004251784,0.0003847925,0.0001264689,0.000326451,0.0003769287],"domain_scores_gemma":[0.9988199,0.00006689219,0.00005582106,0.0002163193,0.0004813932,0.0003596645],"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":[0.000009614327,0.00001625474,0.000003222702,0.00004798565,0.00007720642,0.000002097623,0.00006063213,0.7533765,0.003359416,0.002699191,0.009242564,0.2311053],"study_design_scores_gemma":[0.00042196,0.0001453115,0.0001189825,0.00002961876,0.00007102334,0.00003184061,0.00002399672,0.9319639,0.002463479,0.008957602,0.0556291,0.0001432009],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01097925,0.0000956825,0.9871459,0.0002494286,0.0006122706,0.0003719376,0.00006031139,0.0001157304,0.0003695157],"genre_scores_gemma":[0.9876393,0.00001341897,0.01178737,0.00008073367,0.0003608596,0.00004210017,0.00002909306,0.00003432466,0.000012791],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9766601,"threshold_uncertainty_score":0.5283876,"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."}}