{"id":"W1495647510","doi":"10.1007/s11004-009-9217-5","title":"Nicolas Remy, Alexandre Boucher and Jianbing Wu: Applied Geostatistics with SGeMS: A User’s Guide","year":2009,"lang":"en","type":"article","venue":"Mathematical Geosciences","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"International Federation on Ageing","funders":"","keywords":"Geostatistics; Hydrogeology; Geology; Statistics; Mathematics; Geotechnical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0004876378,0.0002105209,0.000254556,0.00003989631,0.0003082918,0.0002104877,0.0002922111,0.00005866846,0.0006840045],"category_scores_gemma":[0.0002103724,0.0001508817,0.00002241444,0.000342272,0.0006238546,0.0001626831,0.0001398841,0.0001267831,0.0001923122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004589471,"about_ca_system_score_gemma":0.00002318516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001125434,"about_ca_topic_score_gemma":0.0000779834,"domain_scores_codex":[0.9980803,0.00002208582,0.0003173426,0.0004893337,0.0005975757,0.0004933239],"domain_scores_gemma":[0.9992024,0.0001836714,0.0001111298,0.0002608003,0.00001315657,0.0002288309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001306788,0.001127276,0.02076879,0.0002991512,0.00005498017,0.0002560386,0.009287406,0.0007421614,0.01554168,0.6324788,0.03899681,0.2803162],"study_design_scores_gemma":[0.00265898,0.001717446,0.2274717,0.0005432016,0.0002402251,0.0004098772,0.005417784,0.07637356,0.001306352,0.565547,0.1154932,0.002820634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.335934,0.00009766114,0.3085527,0.001826277,0.0001424054,0.001004806,0.00003350143,0.0002355623,0.3521731],"genre_scores_gemma":[0.741605,0.00003268183,0.2510623,0.001242404,0.00004903701,0.00002790237,0.000004287554,0.00001956572,0.005956759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.405671,"threshold_uncertainty_score":0.748937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026582433992453,"score_gpt":0.2352511678386195,"score_spread":0.224985343498695,"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."}}