{"id":"W4407108440","doi":"10.3390/su17031184","title":"Enhancing Soil Resilience to Climate Change: Long-Term Effects of Organic Amendments on Soil Thermal and Physical Properties in Tea-Cultivated Ultisols","year":2025,"lang":"en","type":"article","venue":"Sustainability","topic":"Agriculture, Soil, Plant Science","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Ultisol; Resilience (materials science); Environmental science; Term (time); Climate change; Soil retrogression and degradation; Soil science; Soil water; Geology; Materials science","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":[0.0003895205,0.0003776154,0.0005178003,0.0002561849,0.0003061374,0.0008608961,0.0004022784,0.0003847528,0.0005285187],"category_scores_gemma":[0.0004073783,0.0001565747,0.0004655669,0.0003577907,0.0003091051,0.0005218046,0.0003930061,0.000388156,0.0001000034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007862228,"about_ca_system_score_gemma":0.0005411225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003989223,"about_ca_topic_score_gemma":0.009251394,"domain_scores_codex":[0.9997485,0.00004521699,0.00003418953,0.00007235273,0.00003514608,0.00006451476],"domain_scores_gemma":[0.999567,0.0000745799,0.0001325985,0.00003501148,0.00007341301,0.0001173733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001153892,0.0002834447,0.01096233,0.0002576998,0.0001322473,0.0002156827,0.000153798,0.0005303257,0.9807619,0.00002696207,0.00002396182,0.00549772],"study_design_scores_gemma":[0.00006896531,0.01124464,0.4460121,0.00007572977,0.0004323486,0.0003946782,0.002534782,0.00235618,0.5323279,0.0001192627,0.004354456,0.00007901597],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994757,0.0002628593,0.00006947206,0.00001399696,0.000005176073,0.00000728701,0.0000582161,0.000003507162,0.0001039072],"genre_scores_gemma":[0.998955,0.0003088342,0.000339422,0.00002460369,0.000003729489,0.00001484109,0.000126004,0.000002788143,0.0002248686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003989223,"threshold_uncertainty_score":0.007932007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008598601372162928,"score_gpt":0.2417542965217411,"score_spread":0.2331556951495782,"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."}}