{"id":"W4416115303","doi":"10.1007/978-3-032-02424-4_5","title":"Spatial Dependence","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Variogram; Spatial analysis; Spatial dependence; Kriging; Spatial correlation; Spatial ecology; Multivariate interpolation; Spatial variability; Spatial heterogeneity; Interpolation (computer graphics)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000448518,0.0001306454,0.0001126349,0.00001979956,0.00004743946,0.00001683748,0.0001600246,0.0001105519,0.03661776],"category_scores_gemma":[0.00001437139,0.0001221039,0.00004035938,0.000009179241,0.00006485391,0.00002022526,0.0002739531,0.0001275535,0.003096179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006435995,"about_ca_system_score_gemma":0.00001398487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001189446,"about_ca_topic_score_gemma":0.001296627,"domain_scores_codex":[0.9993055,0.00000207999,0.0001186487,0.0002530458,0.0002029004,0.00011781],"domain_scores_gemma":[0.9996746,0.00003703504,0.0000433958,0.0001959475,0.000003807049,0.00004526251],"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":[0.000004130768,0.000006414205,0.0003513977,0.00001652514,0.00002159869,0.00004955749,0.00002166408,0.0000255403,0.00002422029,0.4188976,0.1968881,0.3836933],"study_design_scores_gemma":[0.00005332993,0.00001266951,0.0005430961,0.00003531903,0.00001840391,0.000002209426,0.000001358062,0.0003834015,0.00001612417,0.05506605,0.9436694,0.0001986722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001944624,0.00002059967,0.01579585,0.00006640828,0.0002185278,0.00008753159,0.00001706783,0.00003259177,0.9837595],"genre_scores_gemma":[0.001883873,0.00005090504,0.002087513,0.0004043689,0.00003864217,0.000002416339,0.00001431909,0.000009296979,0.9955087],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7467813,"threshold_uncertainty_score":0.99768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077050203761146,"score_gpt":0.2119416798482737,"score_spread":0.2011711778106622,"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."}}