{"id":"W1989240122","doi":"10.1007/s10666-006-9042-x","title":"A mathematical model to estimate errors associated with closed flux chambers","year":2006,"lang":"en","type":"article","venue":"Environmental Modeling & Assessment","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Flux (metallurgy); Advection; Mechanics; Steady state (chemistry); Environmental science; Transient (computer programming); Cover (algebra); Physics; Materials science; Engineering; Thermodynamics; Chemistry; Computer science; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004031306,0.00102991,0.001125713,0.001137121,0.0006714649,0.001725453,0.002215783,0.00223122,0.001841472],"category_scores_gemma":[0.0166569,0.0009482685,0.001192684,0.001019868,0.001385793,0.002790438,0.001643314,0.001559601,0.0004253237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376548,"about_ca_system_score_gemma":0.001437462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011008,"about_ca_topic_score_gemma":0.004895558,"domain_scores_codex":[0.9986225,0.0003715041,0.0000806257,0.0003288495,0.0004890049,0.0001074902],"domain_scores_gemma":[0.9903047,0.00772016,0.0006299686,0.0003224135,0.0009430488,0.00007977251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002709802,0.00001828049,0.0003945545,0.00005416053,0.0000232084,0.00004579222,0.00003867472,0.9554448,0.001539961,0.03110534,0.0003786111,0.01092954],"study_design_scores_gemma":[0.000002813539,0.000007415326,0.00007255071,0.000004329485,0.000008047732,0.000018309,0.000002412635,0.9949,0.0005809806,0.004087117,0.0003094374,0.000006550134],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002213941,0.0001095213,0.9969356,0.00006008349,0.00001809201,0.0000129335,0.00003187953,0.00008488392,0.0005331213],"genre_scores_gemma":[0.460029,0.0008974923,0.5219322,0.0002748722,0.000189289,0.0004239033,0.0004251142,0.0003708066,0.0154574],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01011008,"threshold_uncertainty_score":0.02131981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475382239435619,"score_gpt":0.2754318163889573,"score_spread":0.2606779939946011,"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."}}