{"id":"W2042128244","doi":"10.4028/www.scientific.net/amr.1065-1069.168","title":"Research on Moisture Migration Experiment of Seasonally Frozen Zone Saline Soil","year":2014,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Soil salinity; Water content; Salinity; Environmental science; Moisture; Soil science; Saline; Hydrology (agriculture); Leaching model; Soil water; Geology; Geotechnical engineering; Meteorology; Oceanography; Geography","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":[0.0001471222,0.0001804489,0.0001151266,0.0002130291,0.0003133786,0.0001160048,0.000159594,0.0001365759,0.0007169413],"category_scores_gemma":[0.00009731871,0.00007612875,0.0001187146,0.0001993899,0.0001177752,0.00022951,0.0001294335,0.0002204333,0.00007183389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730266,"about_ca_system_score_gemma":0.0001546389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002980849,"about_ca_topic_score_gemma":0.006018842,"domain_scores_codex":[0.9999357,0.000006006145,0.000003307378,0.00002164724,0.00001896548,0.00001425818],"domain_scores_gemma":[0.9999157,0.000008780935,0.00001582128,0.00000777393,0.00003575517,0.00001606007],"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":[0.0002176754,0.0001319652,0.09527632,0.0000941578,0.0000194656,0.0001188505,0.0004444734,0.0005691122,0.8899708,0.000240941,0.0002550953,0.01266122],"study_design_scores_gemma":[0.0000385051,0.0008064398,0.6243467,0.00001863737,0.00005256372,0.0001785334,0.0007274715,0.00465187,0.3653623,0.0001939007,0.003599302,0.00002379536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982455,0.00004315723,0.0009348435,0.00001529513,0.000007541487,0.000009990505,0.0001038851,0.00001770188,0.0006221128],"genre_scores_gemma":[0.9979151,0.00008779197,0.001115572,0.00002320869,0.000002972716,0.00001991574,0.0001955823,0.000005591038,0.0006342174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002980849,"threshold_uncertainty_score":0.005927026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10995496462265,"score_gpt":0.390270884299166,"score_spread":0.280315919676516,"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."}}