{"id":"W4284964235","doi":"10.1371/journal.pone.0271200","title":"Effectiveness of Chinese pine (Pinus tabulaeformis) plantation at reducing runoff and erosion rates in Anjiagou Watershed in Semi-arid Region of Gansu, China","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of New Brunswick","funders":"Gansu Agricultural University","keywords":"Surface runoff; Environmental science; Erosion; Erosion control; Agroforestry; China; Soil conservation; Agricultural land; Arid; Hydrology (agriculture); Agriculture; Geography; Ecology; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002329323,0.0003349424,0.0002942869,0.0003705846,0.0003002062,0.0002759547,0.0003146206,0.0001277364,0.0002158272],"category_scores_gemma":[0.0001405601,0.00009063094,0.0002599967,0.0002693615,0.0002473576,0.0001711668,0.0002202841,0.0001474748,0.00002591593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005483929,"about_ca_system_score_gemma":0.0006677723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02014842,"about_ca_topic_score_gemma":0.06214572,"domain_scores_codex":[0.9998769,0.00001826096,0.00001067402,0.00003288193,0.00003137035,0.00002995851],"domain_scores_gemma":[0.9998651,0.00001165049,0.00003927528,0.000004716961,0.00002279524,0.00005647734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001925031,0.002207419,0.5605285,0.0007356183,0.0004097401,0.00138476,0.00157674,0.003881926,0.3539107,0.0002577073,0.0005640808,0.07261774],"study_design_scores_gemma":[0.00002224312,0.0009992493,0.9935267,0.000007520276,0.00005809521,0.00006408024,0.0003909785,0.001231299,0.003309373,0.00002972591,0.0003525499,0.000008236298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997496,0.00007772013,0.00002939034,0.000009412305,0.000001397227,0.000004963617,0.00001563236,0.000002784921,0.00010902],"genre_scores_gemma":[0.9994704,0.0001428952,0.0001373044,0.00001639858,0.000001854553,0.000008379745,0.00005527796,8.657327e-7,0.000166609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02014842,"threshold_uncertainty_score":0.04006231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980400613924433,"score_gpt":0.2091717001917779,"score_spread":0.1893676940525336,"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."}}