{"id":"W2124069297","doi":"10.1016/j.cageo.2011.03.011","title":"Errata in","year":2011,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Geology; Computer science","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":[0.0000714818,0.0000593845,0.00006105167,0.00007850269,0.00002385179,0.00002082494,0.0002386022,0.0000256087,0.00002421583],"category_scores_gemma":[0.000003427342,0.00005030653,0.00001386625,0.0003053455,0.00005217753,0.0001400104,0.00002185915,0.00006511952,0.00003832138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000911423,"about_ca_system_score_gemma":0.000007772279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000912964,"about_ca_topic_score_gemma":0.00005279865,"domain_scores_codex":[0.9995629,0.000005905331,0.00008803508,0.000106807,0.00006775981,0.0001685503],"domain_scores_gemma":[0.9998462,0.00001119248,0.000006879386,0.00009186684,0.000005953089,0.00003792776],"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":[0.0000193446,0.0002091272,0.141392,0.0000925226,0.00003920966,0.0002666278,0.02803649,0.0247094,0.002719339,0.005755327,0.0321478,0.7646128],"study_design_scores_gemma":[0.000288016,0.00006709879,0.3360344,0.00005642461,0.000003376783,0.00001515822,0.000365728,0.6504163,0.001964165,0.001807781,0.008584803,0.0003967547],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964079,0.0003182279,0.006328211,0.00002574864,0.002389209,0.0000468386,0.000001004726,0.000251032,0.02656073],"genre_scores_gemma":[0.9961593,0.00001831476,0.003691181,0.00005384913,0.00003169709,0.000002082374,6.262929e-7,0.000003489449,0.00003951279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7642161,"threshold_uncertainty_score":0.2051441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520858447917927,"score_gpt":0.1958421677345332,"score_spread":0.1706335832553539,"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."}}