{"id":"W2357596724","doi":"","title":"Design Principle of Railway Subgrade for Plateau Frost Soil Zone and Its Application","year":2001,"lang":"en","type":"article","venue":"Zhongguo tiedao kexue","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subgrade; Permafrost; Frost heaving; Frost (temperature); Plateau (mathematics); Geotechnical engineering; Climate zones; Environmental science; Geology; Geomorphology; Climatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004692813,0.0006577407,0.0002576903,0.0009970631,0.0007165771,0.0009571476,0.001003571,0.0006379925,0.005692246],"category_scores_gemma":[0.0003686571,0.0002545403,0.0004857085,0.0004456487,0.0004626719,0.0006305138,0.0007170871,0.0002585472,0.00152258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007989382,"about_ca_system_score_gemma":0.001175694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004968142,"about_ca_topic_score_gemma":0.005175726,"domain_scores_codex":[0.999254,0.00009506164,0.00006146375,0.0001441329,0.0003547626,0.00009059002],"domain_scores_gemma":[0.9996715,0.00001649081,0.00004131292,0.00003168191,0.0002115295,0.00002750935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004204001,0.0001456035,0.02068646,0.001474838,0.00007487436,0.001504312,0.001395857,0.1817718,0.2431693,0.08514054,0.01199391,0.452222],"study_design_scores_gemma":[0.0002449273,0.002331462,0.05120086,0.000422924,0.0003202753,0.00425219,0.002060419,0.4312156,0.1341686,0.02984275,0.3436627,0.000277442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07049924,0.0006489487,0.8604274,0.0004491653,0.0001556415,0.0004832849,0.0002810177,0.001310126,0.06574518],"genre_scores_gemma":[0.8452365,0.0006743527,0.1272808,0.00008774411,0.00006300316,0.0003098118,0.0002858983,0.0001029011,0.025959],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005692246,"threshold_uncertainty_score":0.01904243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0530283554550126,"score_gpt":0.2611418538157303,"score_spread":0.2081134983607177,"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."}}