{"id":"W4297902580","doi":"10.1007/s40808-022-01525-0","title":"Key factor(s) triggering erosion in a semi-arid environment (Western High Atlas of Morocco)","year":2022,"lang":"en","type":"article","venue":"Modeling Earth Systems and Environment","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie","keywords":"Arid; Key (lock); Atlas (anatomy); Erosion; Geography; Geology; Aeolian processes; Earth science; Hydrology (agriculture); Environmental science; Forestry; Geomorphology; Ecology; Paleontology; Geotechnical engineering; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001683669,0.0001349784,0.0001484878,0.0004644879,0.0004193218,0.0007730456,0.0002059962,0.0002595918,0.001999481],"category_scores_gemma":[0.0005219175,0.00008161173,0.0001926172,0.0005764398,0.0002074087,0.0002026961,0.0003389804,0.0001481825,0.0001257052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001675853,"about_ca_system_score_gemma":0.0009600816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.119494,"about_ca_topic_score_gemma":0.1776157,"domain_scores_codex":[0.9999321,0.00001227968,0.000004697896,0.00001408892,0.00000585192,0.00003103093],"domain_scores_gemma":[0.9998709,0.00002520517,0.00004391963,0.000008033615,0.00002182085,0.00003014852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001375072,0.00006311487,0.934495,0.0001697511,0.0001006683,0.001158202,0.0006295796,0.03570126,0.00676564,0.00430988,0.002501091,0.01396843],"study_design_scores_gemma":[0.000008312604,0.00001669036,0.9797106,0.00001698524,0.00004162899,0.00008546457,0.0004695184,0.0168263,0.0004204804,0.0003667237,0.002028324,0.000009087471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966146,0.0001273792,0.0002102056,0.0001498152,0.00001050398,0.000007173317,0.0008537374,0.00002672434,0.002000017],"genre_scores_gemma":[0.9993699,0.00005574045,0.0001844081,0.000007853885,0.000005211388,0.000004196991,0.0001679212,0.000002693776,0.0002020959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.119494,"threshold_uncertainty_score":0.2375969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02694392713423019,"score_gpt":0.1820655920360651,"score_spread":0.155121664901835,"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."}}