{"id":"W2512398256","doi":"","title":"Multiscale Dependency and Uncertainty in Modeling of Surface and Subsurface Environments Posters","year":2015,"lang":"en","type":"article","venue":"2015 AGU Fall Meeting","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Dependency (UML); Computer science; Environmental science; Geology; Artificial intelligence","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":[0.0006940878,0.0001121676,0.0001698199,0.00008449919,0.00003581975,0.00005664324,0.0002409039,0.00005668912,1.079248e-7],"category_scores_gemma":[0.00003435304,0.0001124074,0.00001634823,0.0001521006,0.00003425476,0.0002685589,0.0003859398,0.00008030279,4.936284e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002325418,"about_ca_system_score_gemma":0.00002170113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001756232,"about_ca_topic_score_gemma":0.0003842963,"domain_scores_codex":[0.9989619,0.00008400743,0.0002648162,0.000303291,0.0002150366,0.0001709475],"domain_scores_gemma":[0.9995095,0.00005055008,0.00009315405,0.0002051346,0.0000390212,0.0001026206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003020882,0.0002112711,0.8201923,0.0001130557,0.00003070729,0.00001910783,0.01536421,0.1338992,0.004884889,0.01447066,0.0001238857,0.01066051],"study_design_scores_gemma":[0.0003496726,0.00005159367,0.001655314,0.0000712079,0.000002205969,0.000004249209,0.0001238203,0.9951732,0.0004838669,0.001920082,0.00003522504,0.0001296253],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7883294,0.0006371045,0.2106766,0.00006455265,0.00004167499,0.0001091484,0.000001012945,0.00003638993,0.0001041594],"genre_scores_gemma":[0.9747021,0.0001223213,0.02511611,0.00003106413,0.000005333143,0.000001787376,0.000001288151,0.00000718644,0.00001276969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.861274,"threshold_uncertainty_score":0.458384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03247850080111663,"score_gpt":0.2835043759732648,"score_spread":0.2510258751721482,"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."}}