{"id":"W4407177459","doi":"10.3390/f16020269","title":"Forest Disturbance and Restoration in China's North-South Transition Zone: A Case from the Funiu Mountains","year":2025,"lang":"en","type":"article","venue":"Forests","topic":"Forest, Soil, and Plant Ecology in China","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Science Foundation of Hainan Province; National Natural Science Foundation of China","keywords":"Disturbance (geology); China; Geography; Forestry; Ecology; Geology; Archaeology; Biology; Geomorphology","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":[0.0003812087,0.0001142154,0.0001374719,0.00006484717,0.000712198,0.00008224757,0.0001585362,0.0001410434,0.00001307148],"category_scores_gemma":[0.0001578083,0.00009139753,0.0000344082,0.0003472285,0.0003149656,0.0002114281,0.00002267899,0.0002227421,0.000008253015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009289995,"about_ca_system_score_gemma":0.0001258663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03904929,"about_ca_topic_score_gemma":0.9373244,"domain_scores_codex":[0.9989888,0.0002279409,0.0001844806,0.0002059588,0.0001411075,0.00025172],"domain_scores_gemma":[0.999352,0.0003299238,0.00006304725,0.0001760117,0.00002674434,0.00005224318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006658046,0.00003063101,0.9299337,0.000009236501,0.00001121266,0.0001722135,0.04884398,0.000334282,6.708143e-7,0.01841242,0.001423037,0.0007620212],"study_design_scores_gemma":[0.0003201812,0.0000314878,0.9826398,0.00004065785,0.00002099722,0.000009813902,0.002876427,0.000954195,0.000001237224,0.009592276,0.003409168,0.0001036927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937043,0.0003229719,0.0003811846,0.002964597,0.0003525029,0.00036889,0.0001373779,0.0000428933,0.001725346],"genre_scores_gemma":[0.9989266,0.00007896347,0.00003634096,0.0002671483,0.0001723572,0.00003782746,0.0001193295,0.000005816883,0.0003555697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8982751,"threshold_uncertainty_score":0.9673498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009244839063715864,"score_gpt":0.2584636610783128,"score_spread":0.2492188220145969,"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."}}