{"id":"W4409111652","doi":"10.1016/j.catena.2025.108992","title":"Biogeographic variations in soil respiration and its basal rate across China suggest thermal adaptation, substrate limitation, and soil moisture constraint","year":2025,"lang":"en","type":"article","venue":"CATENA","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China; Ministry of Science and Technology of the People's Republic of China; National University's Basic Research Foundation of China; Academy of Finland; National Natural Science Foundation of China","keywords":"Environmental science; Adaptation (eye); Moisture; Substrate (aquarium); Soil science; Constraint (computer-aided design); Water content; Soil respiration; Soil water; Respiration; Atmospheric sciences; Earth science; Ecology; Geology; Geography; Biology; Mathematics; Meteorology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003672838,0.0001294067,0.0001272631,0.00003440566,0.0002404921,0.0001257091,0.00007320601,0.0001260738,0.000007453772],"category_scores_gemma":[0.00009990484,0.00006417497,0.00003192679,0.0005251131,0.0001043961,0.0001433584,0.00003055483,0.0001288153,0.000002352091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001513318,"about_ca_system_score_gemma":0.00002652668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009765014,"about_ca_topic_score_gemma":0.01938357,"domain_scores_codex":[0.9991247,0.000108701,0.0002203851,0.0002651552,0.00007813891,0.0002028978],"domain_scores_gemma":[0.9995871,0.000129755,0.00007152782,0.00003874741,0.0001129854,0.00005987996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001629745,0.0002083677,0.6392048,0.00006056089,0.00008175465,0.00001901433,0.003554099,0.001111941,0.2996408,0.02596873,0.00009664094,0.02989026],"study_design_scores_gemma":[0.0003104847,0.00004984182,0.9805239,0.00001810011,0.00001232943,0.000002144644,0.0006225528,0.01491221,0.001127066,0.002251978,0.00004137971,0.0001279691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960666,0.0005079898,0.00001057909,0.002773105,0.00007098774,0.0001812008,0.00006847685,0.00004025556,0.0002807588],"genre_scores_gemma":[0.9991397,0.0001721857,0.00001537419,0.0003516104,0.00004247969,0.00002624466,0.0001672385,0.000001149732,0.0000839665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3413191,"threshold_uncertainty_score":0.9985101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01648570302466044,"score_gpt":0.2276980643869389,"score_spread":0.2112123613622784,"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."}}