{"id":"W2079344556","doi":"10.1177/0959683615574893","title":"Effects of human activity on erosion, sedimentation and debris flow activity – A case study of the Qionghai Lake watershed, southeastern Tibetan Plateau, China","year":2015,"lang":"en","type":"article","venue":"The Holocene","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Denudation; Watershed; Sedimentation; Debris flow; Erosion; Debris; Plateau (mathematics); Geology; Hydrology (agriculture); Physical geography; Context (archaeology); Landslide; Deforestation (computer science); Environmental science; Sediment; Geomorphology; Oceanography; Geography","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":[0.0006449423,0.0003525717,0.0002660027,0.001442994,0.001123683,0.0007106978,0.0005515169,0.0004727589,0.0006595037],"category_scores_gemma":[0.0008282473,0.0002177389,0.0004868159,0.002557852,0.0009712994,0.0004577302,0.0006075129,0.0001859704,0.00005219988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00200443,"about_ca_system_score_gemma":0.001442994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1722181,"about_ca_topic_score_gemma":0.2167916,"domain_scores_codex":[0.9996117,0.000142763,0.00002741786,0.00004742314,0.00006816017,0.0001026249],"domain_scores_gemma":[0.9993678,0.0002146277,0.0001460105,0.00004470249,0.00009900606,0.0001278081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007960913,0.0002032437,0.9805325,0.00005137609,0.00009125126,0.00525892,0.003128803,0.002647575,0.001841856,0.0001322028,0.0001164878,0.005916229],"study_design_scores_gemma":[0.00001408125,0.000150094,0.990355,0.00000770029,0.00003973271,0.0004571864,0.003660817,0.004577442,0.0003130499,0.00007339982,0.0003354658,0.00001612641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997306,0.00002198786,0.00003313353,0.0000177268,3.519395e-7,0.000005397249,0.0000309244,0.000001201603,0.0001584667],"genre_scores_gemma":[0.9995796,0.00006260203,0.0001208578,0.000008628784,0.000002551729,0.000006974965,0.00009743572,9.522493e-7,0.0001204691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1722181,"threshold_uncertainty_score":0.3424314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318451679768173,"score_gpt":0.2398855509969844,"score_spread":0.2267010341993027,"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."}}