{"id":"W2372172220","doi":"","title":"Effects of forest restoration types on soil quality in red soil eroded region, Southern China","year":2004,"lang":"en","type":"article","venue":"","topic":"Forest, Soil, and Plant Ecology in China","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Red soil; Environmental science; Soil quality; Soil retrogression and degradation; Vegetation (pathology); Agroforestry; Slash (logging); Forest restoration; Restoration ecology; Disturbance (geology); Firewood; Forest ecology; Forestry; Ecosystem; Geography; Ecology; Soil water; Soil 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011143,0.0001146675,0.0002218067,0.00009938113,0.0002166461,0.00001899831,0.0001949339,0.0002247621,0.0000176533],"category_scores_gemma":[0.0007127147,0.00009971238,0.00005947628,0.000257502,0.000232026,0.000119881,0.00001659882,0.0001638205,0.00006068538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001213651,"about_ca_system_score_gemma":0.0002003954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0405349,"about_ca_topic_score_gemma":0.4362373,"domain_scores_codex":[0.9985059,0.0004886911,0.0002576086,0.0002225629,0.0002662082,0.0002589735],"domain_scores_gemma":[0.9991387,0.0004180603,0.0001594713,0.0001719182,0.00004736033,0.00006448986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0008521712,0.001102018,0.4096613,0.0002709891,0.00006674524,0.00007919522,0.1127278,0.01286965,0.0006374866,0.452251,0.007827446,0.001654309],"study_design_scores_gemma":[0.002023289,0.0003735335,0.8848312,0.0001354974,0.00002228411,0.000001293657,0.00254444,0.00006222349,0.001725275,0.1072204,0.000709142,0.0003514126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671827,0.00003576895,0.00008791435,0.003112351,0.0002861015,0.0002352384,0.000003728468,0.0000681101,0.02898809],"genre_scores_gemma":[0.9979023,0.00005304324,0.00004372987,0.0001559193,0.0001237379,0.00001227183,0.00001349674,0.000008400029,0.001687096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4751699,"threshold_uncertainty_score":0.9658543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906238105840409,"score_gpt":0.2884834421526588,"score_spread":0.2694210610942547,"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."}}