{"id":"W2366035543","doi":"","title":"Comparative Study of Environmental Effect of Soft Clay Subgrade under Different Treatment Measure","year":2014,"lang":"en","type":"article","venue":"Jiangsu Construction","topic":"Environmental Changes in China","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"La Cité Collégiale","funders":"","keywords":"Subgrade; Geotechnical engineering; Pile; Bulk density; Compressibility; Environmental science; Permeability (electromagnetism); Water content; Geology; Soil science; Moisture; Soil water; Materials science; Engineering; Composite material","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":[0.000115863,0.0002673597,0.0002770495,0.0002467337,0.0002123649,0.0002911471,0.0001263992,0.0001358457,0.001644408],"category_scores_gemma":[0.0002465509,0.00007812302,0.0002831781,0.0002235267,0.0001737115,0.0002108535,0.0002222955,0.0002427919,0.0001126936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002117686,"about_ca_system_score_gemma":0.0001628406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001747352,"about_ca_topic_score_gemma":0.00513682,"domain_scores_codex":[0.9998407,0.00002154448,0.0000106638,0.00003459405,0.00005648426,0.00003595786],"domain_scores_gemma":[0.9997829,0.00002651668,0.0000440673,0.00001961144,0.00007964321,0.00004729427],"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":[0.003090262,0.0006384185,0.02217131,0.0005479332,0.0001328205,0.0002728257,0.0003434756,0.002473967,0.9243453,0.0002629194,0.0004023384,0.04531848],"study_design_scores_gemma":[0.00005543742,0.008077933,0.2391936,0.00001997996,0.0002742584,0.0001208809,0.0008097463,0.003449888,0.7417924,0.0001681323,0.005988595,0.00004922258],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976403,0.0002360274,0.0009658847,0.00001576155,0.00002177738,0.00001692429,0.0001157324,0.00002891555,0.0009586496],"genre_scores_gemma":[0.9978781,0.000115321,0.0006060828,0.00001834964,0.000005085904,0.00001276589,0.0001141433,0.000007551556,0.001242659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001747352,"threshold_uncertainty_score":0.005501091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343023021574151,"score_gpt":0.2401081423983372,"score_spread":0.2266779121825956,"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."}}