{"id":"W4400003066","doi":"10.18280/ijdne.190302","title":"Evaluation of Soil Retention Capabilities Using RETC Application in Various Paddy Field Management Systems in Purwantoro District, Indonesia","year":2024,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Soil and Land Suitability Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agricultural engineering; Paddy field; Field (mathematics); Engineering; Environmental science; Mathematics; Agronomy; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002211841,0.00007562216,0.0001430154,0.0002506391,0.00001681034,0.00005308387,0.0001517413,0.0001146152,0.00002172592],"category_scores_gemma":[0.0000642462,0.00006409801,0.00005710269,0.0002601901,0.00002996979,0.0002761963,0.00003731444,0.0002317174,7.781756e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005504321,"about_ca_system_score_gemma":0.00002999928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008472936,"about_ca_topic_score_gemma":0.000804882,"domain_scores_codex":[0.9984654,0.0001550502,0.0004528488,0.0001468426,0.0006975074,0.00008232392],"domain_scores_gemma":[0.999539,0.0001285864,0.0001495768,0.00007473407,0.00008481221,0.00002329074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002524943,0.0002940245,0.2069252,0.0001661556,0.0003558788,0.00009523599,0.001938654,0.5562578,0.001493086,0.001896631,0.00007358735,0.2302512],"study_design_scores_gemma":[0.000337956,0.00004272064,0.05971734,0.0001478978,0.0001186049,0.00004290183,0.0004664275,0.9316597,0.00003695962,0.007313263,0.00004323846,0.00007301184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534636,0.001275656,0.04431732,0.0001704062,0.0003403403,0.0001560584,0.000005092533,0.00000352073,0.0002680567],"genre_scores_gemma":[0.9992539,0.00026341,0.0004009063,0.00001506488,0.00003949655,0.000006559396,0.000007009778,0.000004403019,0.000009196766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3754018,"threshold_uncertainty_score":0.2613841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324073714367745,"score_gpt":0.2594918016355044,"score_spread":0.246251064491827,"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."}}