{"id":"W4282013401","doi":"10.5539/jsd.v15n4p43","title":"Methodology for Understanding Soil Erosion","year":2022,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação Cearense de Apoio ao Desenvolvimento Científico e Tecnológico; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Erosion; Soil conservation; Natural (archaeology); Soil loss; Port (circuit theory); Environmental science; Environmental resource management; Soil science; Agricultural engineering; Geography; Geology; Archaeology; Agriculture; Engineering; Geomorphology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002804751,0.0006613911,0.0003869656,0.002187946,0.001260085,0.003364378,0.001335932,0.001119764,0.02326559],"category_scores_gemma":[0.006339493,0.0002613032,0.0007577885,0.001882027,0.002807758,0.003457727,0.002103283,0.001459431,0.004283367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228596,"about_ca_system_score_gemma":0.002316589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002092164,"about_ca_topic_score_gemma":0.002693332,"domain_scores_codex":[0.9984702,0.0007576711,0.0001507688,0.0001984326,0.0003447658,0.00007803074],"domain_scores_gemma":[0.9982681,0.0009025134,0.0001416957,0.0002968344,0.0003360926,0.0000547014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002677512,0.00007313104,0.0012379,0.0007835462,0.00001596224,0.0004063294,0.00877911,0.001646384,0.002593172,0.7954457,0.009591136,0.1794009],"study_design_scores_gemma":[0.00001855395,0.00006727647,0.001374441,0.0009139662,0.00001681429,0.0007196265,0.006242574,0.003768995,0.001922231,0.3740324,0.6108897,0.00003349363],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007402747,0.002997586,0.8332248,0.003168244,0.0006697597,0.0009205324,0.0007445302,0.0005219401,0.1503498],"genre_scores_gemma":[0.1214135,0.004982767,0.8126864,0.001035969,0.0001832475,0.002140474,0.0007746033,0.0002994898,0.05648357],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02326559,"threshold_uncertainty_score":0.07783121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06308952479358654,"score_gpt":0.2801140669029765,"score_spread":0.21702454210939,"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."}}