{"id":"W3015311329","doi":"10.1007/s11629-019-5739-6","title":"Litter decay in rangeland sites with varying history of human disturbance: a study with Hazargangi Chiltan mountain","year":2020,"lang":"en","type":"article","venue":"Journal of Mountain Science","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Disturbance (geology); Rangeland; Litter; Environmental science; Physical geography; Ecology; Hydrology (agriculture); Atmospheric sciences; Forestry; Geography; Geology; Agroforestry; Biology; Geomorphology; Geotechnical engineering","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":[0.001051712,0.0001551583,0.0003213213,0.0001670751,0.000107479,0.00003162709,0.0006597271,0.00002682164,0.0002563226],"category_scores_gemma":[0.00002968614,0.000101779,0.00003492177,0.0006281929,0.0006640858,0.000697915,0.0001557882,0.0002274766,0.000006777688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005629883,"about_ca_system_score_gemma":0.00009271199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001663199,"about_ca_topic_score_gemma":0.0004051536,"domain_scores_codex":[0.9981545,0.00008167053,0.0003926769,0.0003037559,0.0007589663,0.0003084873],"domain_scores_gemma":[0.9991744,0.00005207081,0.0004092933,0.000174741,0.00003604705,0.0001535134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000300213,0.0002511969,0.9772434,0.00001279995,0.0000173889,0.0001458432,0.006496515,0.00105172,0.01361808,0.0000551415,0.0006051465,0.0002025288],"study_design_scores_gemma":[0.002437294,0.00435851,0.9893825,0.00004506482,0.0000468988,0.00003502386,0.001670524,0.0002650583,0.0004463479,0.0000533805,0.001051962,0.0002074426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994477,0.0001358718,0.0002470076,0.0004129235,0.0000436269,0.0003127027,6.706138e-7,0.000006896667,0.004363298],"genre_scores_gemma":[0.9990228,0.000004519603,0.0004648214,0.0002198474,0.00004603311,0.000006165039,3.558937e-7,0.00001042182,0.0002249817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01317173,"threshold_uncertainty_score":0.4150428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423967694127931,"score_gpt":0.2309736275196793,"score_spread":0.2167339505784,"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."}}