{"id":"W4388556990","doi":"10.1016/j.scitotenv.2023.168372","title":"Vegetation-cover control of between-site soil temperature evolution in a sandy desertland","year":2023,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Science and Technology Major Project of Inner Mongolia; Chinese Academy of Sciences","keywords":"Vegetation cover; Vegetation (pathology); Cover (algebra); Environmental science; Plant cover; Hydrology (agriculture); Soil science; Geology; Physical geography; Geography; Remote sensing; Forestry; Ecology; Biology; Archaeology; Geotechnical engineering; Engineering; Canopy; Land use","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":[0.0003123093,0.0001222696,0.0003402334,0.0002917684,0.0003277402,0.0004644913,0.0004050439,0.0002345686,0.001080903],"category_scores_gemma":[0.0005629542,0.0001626807,0.0002211739,0.0002136191,0.0004486078,0.0002196761,0.000388592,0.0001428998,0.0001017154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005409165,"about_ca_system_score_gemma":0.0002626955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0147922,"about_ca_topic_score_gemma":0.03572588,"domain_scores_codex":[0.9998976,0.00003477879,0.000006509171,0.00002878049,0.000009046713,0.0000232121],"domain_scores_gemma":[0.9995758,0.000176404,0.00007439729,0.00003184639,0.00003813186,0.000103514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001985695,0.000264326,0.8466185,0.00005555765,0.0003537143,0.0004273553,0.0006520359,0.007282971,0.1348884,0.0006239373,0.0002808623,0.006566631],"study_design_scores_gemma":[0.00002190278,0.00005287934,0.9917545,0.00000190457,0.0000228422,0.00005655644,0.0001919678,0.00688258,0.0007841642,0.0001109973,0.000114686,0.000005032602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998388,0.000008355745,0.00003412538,0.000005279087,4.427783e-7,4.757417e-7,0.00001837254,0.000001584006,0.000092501],"genre_scores_gemma":[0.9998765,0.000003676237,0.00002534596,0.000003502434,6.25515e-7,5.875632e-7,0.00003269964,0.00000167647,0.00005542517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0147922,"threshold_uncertainty_score":0.02941221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317409339319186,"score_gpt":0.203044760616481,"score_spread":0.1898706672232891,"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."}}