{"id":"W1502523705","doi":"10.5772/52339","title":"Model Averaging for Semivariogram Model Parameters","year":2013,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Commonwealth Scientific and Industrial Research Organisation; University of Saskatchewan","keywords":"Variogram; Environmental science; Mathematics; Statistics; Kriging","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":[0.001118486,0.001356839,0.001713756,0.0008831889,0.0003181497,0.001184344,0.001870427,0.001182138,0.009055482],"category_scores_gemma":[0.005002275,0.0007794191,0.001846431,0.001846192,0.0004155718,0.003068614,0.0008931729,0.002224616,0.005500412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006005816,"about_ca_system_score_gemma":0.0005810537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003170072,"about_ca_topic_score_gemma":0.00371527,"domain_scores_codex":[0.9991649,0.0002531425,0.00005039553,0.0002105635,0.0002837482,0.00003732709],"domain_scores_gemma":[0.9987991,0.0005989022,0.00007657326,0.0003300738,0.0001783504,0.00001706188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006130301,0.00004976177,0.0004398295,0.0006294973,0.0002939204,0.0001003363,0.0001102473,0.3413214,0.009681709,0.1064019,0.0324778,0.5084323],"study_design_scores_gemma":[0.00001007335,0.00002185481,0.0005543474,0.00004858321,0.00007320826,0.0001631829,0.00001527583,0.8624431,0.004587609,0.1062938,0.02574417,0.00004469966],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007971539,0.0007871127,0.9951866,0.00005915124,0.0001072791,0.00000600469,0.0001409081,0.001588528,0.001327161],"genre_scores_gemma":[0.06978751,0.004555821,0.8989602,0.0002024154,0.0005289864,0.000212498,0.003119732,0.006436169,0.01619654],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009055482,"threshold_uncertainty_score":0.03029364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03800721544752477,"score_gpt":0.2402384262660218,"score_spread":0.202231210818497,"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."}}