{"id":"W2599646404","doi":"10.1038/srep45027","title":"Gully evolution and geomorphic adjustments of badlands to reforestation","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"Université de Genève","keywords":"Reforestation; Landform; Geology; Erosion; Vegetation (pathology); Mediterranean climate; Channel (broadcasting); Denudation; Aggradation; Hydrology (agriculture); Geomorphology; Fluvial; Structural basin; Geography; Archaeology; Paleontology; Forestry; Tectonics","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":[0.0002742072,0.0001170865,0.0001436457,0.0008550374,0.0001965247,0.0007019038,0.0001499519,0.0001923535,0.0009607204],"category_scores_gemma":[0.0004213624,0.00009608253,0.0001510428,0.0005537064,0.0004126008,0.0002258968,0.0002944432,0.0001340233,0.0001766916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003249026,"about_ca_system_score_gemma":0.000108441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004646382,"about_ca_topic_score_gemma":0.01361148,"domain_scores_codex":[0.9998512,0.0000281263,0.000007845014,0.00005253827,0.00001155201,0.00004864666],"domain_scores_gemma":[0.9996303,0.00004758572,0.0001673194,0.00004187148,0.00004665847,0.00006622121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009370434,0.00001951584,0.9898304,0.00001359959,0.00004524509,0.0001554165,0.0002939804,0.0003671528,0.004783602,0.00006051513,0.00008194798,0.004254924],"study_design_scores_gemma":[4.497951e-7,0.000006824644,0.999706,8.867221e-7,0.000001821293,0.00002055548,0.00007590905,0.00007494402,0.0000344888,0.000006533115,0.00007089827,7.058712e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995816,0.00004329523,0.00005681382,0.000005572071,0.000001091956,0.000001149603,0.00007573966,0.000003511661,0.0002313405],"genre_scores_gemma":[0.9997471,0.00002168307,0.00005589149,0.000003243749,0.000001197012,0.000001054307,0.00009215565,0.000001411412,0.00007624788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004646382,"threshold_uncertainty_score":0.00923872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01987381014775289,"score_gpt":0.2348250480810946,"score_spread":0.2149512379333418,"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."}}