{"id":"W7091290665","doi":"10.1016/j.apsoil.2025.106503","title":"Early-stage reclamation of open-pit mines in arid and semiarid regions: A tri-tiered evaluation of soil bacterial communities, functional genes, and physicochemical properties","year":2025,"lang":"en","type":"article","venue":"Applied Soil Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Key Research and Development Plan of Tianjin; Natural Science Foundation of Tianjin City; National Natural Science Foundation of China","keywords":"Land reclamation; Arid; Ecosystem; Restoration ecology; Microbial population biology; Soil carbon; Phosphorus; Metagenomics; Nutrient","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":[0.0007088863,0.0001137312,0.0003228364,0.00007224191,0.0001236364,0.0000107382,0.0002271059,0.00019715,0.0005111984],"category_scores_gemma":[0.00004763151,0.0001141113,0.00001818539,0.0001457546,0.0007052482,0.0001077316,0.0006128156,0.0001682684,0.000002835576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000851539,"about_ca_system_score_gemma":0.00008933029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002784773,"about_ca_topic_score_gemma":0.02455587,"domain_scores_codex":[0.9988468,0.0004374594,0.00032609,0.0001705373,0.00007408058,0.0001449867],"domain_scores_gemma":[0.9993097,0.0002396246,0.000164752,0.0002343738,0.00003168656,0.00001989426],"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":[0.001310613,0.0004233057,0.0205356,0.0001030007,0.00006742901,2.275584e-7,0.002268569,0.001401216,0.9648459,0.003754232,0.001738412,0.003551512],"study_design_scores_gemma":[0.00996339,0.0005100068,0.7925104,0.00009550054,0.0002252173,0.000009138642,0.002989095,0.005493748,0.1398913,0.04575232,0.002040087,0.0005198055],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963789,0.00006383922,0.00001016654,0.0001695149,0.00008552396,0.0004901775,0.00001157642,0.000006254125,0.002784024],"genre_scores_gemma":[0.9992886,0.0001009983,0.00008314934,0.0001264309,0.0000120644,0.0001177716,0.0001441944,0.000005342688,0.0001214975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8249546,"threshold_uncertainty_score":0.9932435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04062375986981229,"score_gpt":0.2550602775001886,"score_spread":0.2144365176303763,"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."}}