{"id":"W4214661375","doi":"10.1155/2022/7506189","title":"Evaluation of Soil Quality for Different Types of Land Use Based on Minimum Dataset in the Typical Desert Steppe in Ningxia, China","year":2022,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Soil and Land Suitability Analysis","field":"Environmental Science","cited_by":11,"is_retracted":true,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shrubland; Environmental science; Grassland; Soil quality; Steppe; Arable land; Desertification; Soil test; Afforestation; Shrub; Soil science; Soil carbon; Forestry; Ecosystem; Agroforestry; Agronomy; Soil water; Geography; Ecology; Agriculture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":{"nature":"Retraction","reason":"Concerns/Issues about Data;Concerns/Issues about Results and/or Conclusions;Concerns/Issues about Referencing/Attributions;Concerns/Issues about Peer Review;Investigation by Journal/Publisher;Investigation by Third Party;Paper Mill;Computer-Aided Content or Computer-Generated Content;Unreliable Results and/or Conclusions;","date":"8/9/2023 0:00","openalex_flagged":true},"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007094144,0.0003306848,0.0003620655,0.001459328,0.0002917868,0.0004978392,0.0003116312,0.0002410992,0.0002864054],"category_scores_gemma":[0.001046961,0.0001022285,0.0003266995,0.001717152,0.0002069449,0.0004232093,0.0004107348,0.0001146143,0.00005279768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007669335,"about_ca_system_score_gemma":0.0005244021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02565421,"about_ca_topic_score_gemma":0.05540403,"domain_scores_codex":[0.9995646,0.00008714432,0.00005938941,0.0001041409,0.0001333413,0.00005139608],"domain_scores_gemma":[0.999386,0.0001075358,0.0001267476,0.00006876812,0.0002414132,0.00006964738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001635755,0.00007457483,0.9520519,0.0001279376,0.0001256755,0.0001948757,0.0004291135,0.006211367,0.00455302,0.0001775907,0.0006369705,0.03525342],"study_design_scores_gemma":[0.000005311881,0.00003284982,0.9885746,0.000009119772,0.0000166047,0.00003749271,0.0004231709,0.009771112,0.0006027273,0.00005122575,0.0004645086,0.0000112299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976937,0.00004320893,0.000879907,0.00001637405,0.000001990308,0.000009237981,0.001092752,0.00001373278,0.0002490833],"genre_scores_gemma":[0.9949766,0.00003621736,0.001455694,0.000006306239,0.000001792933,0.00002497755,0.003351909,0.000002528812,0.000143973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02565421,"threshold_uncertainty_score":0.05100977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03786157063101801,"score_gpt":0.3154786645321522,"score_spread":0.2776170939011341,"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."}}