{"id":"W1532213635","doi":"10.1002/9780470057339.var008","title":"Random Field, Gaussian","year":2006,"lang":"en","type":"other","venue":"Encyclopedia of Environmetrics","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Gaussian random field; Gaussian; Mathematics; Random field; Covariance function; Multivariate random variable; Multivariate normal distribution; Multivariate t-distribution; Gaussian process; Combinatorics; Multivariate statistics; Covariance; Random variable; Statistics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001447436,0.0002869965,0.0004022744,0.0002749371,0.0000343106,0.000009210204,0.0003406895,0.0003272387,0.01373858],"category_scores_gemma":[0.0002224979,0.0002774134,0.0001149053,0.0004780327,0.0001565684,0.00002917758,0.0002243118,0.0002167334,0.0008758641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005529917,"about_ca_system_score_gemma":0.000009275887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00317016,"about_ca_topic_score_gemma":0.0003597885,"domain_scores_codex":[0.998431,0.00003822726,0.0003406373,0.000400755,0.0004769134,0.0003125266],"domain_scores_gemma":[0.9988484,0.0002324528,0.0003431667,0.0004743021,0.0000015006,0.0001002241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004503929,0.00006269885,0.01019172,0.00002629743,0.00001460501,0.00001503445,0.0000159129,0.00008281381,0.000006697213,0.00005320573,0.9625961,0.02693039],"study_design_scores_gemma":[0.0004619654,0.0000457677,0.007957339,0.00002662038,0.00004890831,0.000001558645,0.000005428006,0.00003360549,0.00001526064,0.0002001792,0.9908942,0.0003091846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006492157,0.0007468306,0.007982756,0.00003090612,0.0004607485,0.0002521274,0.00008231642,0.00005453897,0.9903249],"genre_scores_gemma":[0.0006976778,0.00398532,0.0127157,0.0001036552,0.0003069141,0.00001762744,0.00008754141,0.0002928157,0.9817927],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02829807,"threshold_uncertainty_score":0.9999678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004985193471330181,"score_gpt":0.2034204416158893,"score_spread":0.1984352481445591,"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."}}