{"id":"W7005999609","doi":"","title":"Soil texture mapping over low relief areas using land surface feedback dynamic patterns extracted from MODIS","year":2012,"lang":"en","type":"other","venue":"","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital soil mapping; Soil texture; Soil map; Texture (cosmology); Vegetation (pathology); Normalized Difference Vegetation Index; Spatial variability; Soil water; Hydrology (agriculture); Soil test","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001854182,0.0002380929,0.0002018219,0.0007816032,0.0001235025,0.000365104,0.0001827081,0.0001207411,0.0001774611],"category_scores_gemma":[0.0005044999,0.0001180898,0.0002384919,0.0007283922,0.0001041434,0.0002348249,0.0002318068,0.0001255442,0.00008339411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003230008,"about_ca_system_score_gemma":0.0003227102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02883876,"about_ca_topic_score_gemma":0.05354352,"domain_scores_codex":[0.9999007,0.00001116679,0.000004312056,0.00003728243,0.00003051159,0.00001605588],"domain_scores_gemma":[0.9998673,0.00001911916,0.00003819427,0.00001599401,0.00004249423,0.00001683611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007768152,0.0002271226,0.5173598,0.0001583993,0.0001572625,0.0004728884,0.0005123781,0.08718622,0.1828985,0.0002658847,0.0006658357,0.209319],"study_design_scores_gemma":[0.00002908544,0.00006357845,0.7488459,0.00001245089,0.00004604209,0.00008227113,0.0002770648,0.2433727,0.006348675,0.0001833851,0.0007163737,0.00002243185],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923809,0.0000307206,0.00686499,0.00001277098,0.000001737629,0.00001146239,0.0003466444,0.0001148385,0.0002358396],"genre_scores_gemma":[0.9925727,0.00002672288,0.006737919,0.000004756643,0.000002368673,0.000005818037,0.000559843,0.000007689476,0.00008227899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02883876,"threshold_uncertainty_score":0.05734181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262445421125438,"score_gpt":0.248947712228671,"score_spread":0.2363232580174166,"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."}}