{"id":"W4245722436","doi":"10.1002/9781119181002.app1","title":"Numerical Discretization","year":2016,"lang":"en","type":"other","venue":"Geothermal Energy","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Discretization; Geothermal gradient; Library science; Citation; Numerical analysis; Applied mathematics; Mathematics; Computer science; Physics; Mathematical analysis; Geophysics","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":[],"category_scores_codex":[0.00002369969,0.0003037971,0.0002507891,0.0002042277,0.00001753447,0.00002164534,0.0001644993,0.0004146371,0.009775361],"category_scores_gemma":[0.000004332469,0.0002412887,0.00006585311,0.0001152469,0.00002611837,0.00004358922,0.00001068089,0.00007745992,0.0006594734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008225707,"about_ca_system_score_gemma":0.00001588731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005827051,"about_ca_topic_score_gemma":0.00009032385,"domain_scores_codex":[0.9991345,0.00003288083,0.0001932259,0.0002057905,0.0001570101,0.0002765634],"domain_scores_gemma":[0.9995564,0.000009306961,0.00006399683,0.0002835395,0.00001945692,0.00006733285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003568028,0.000008591856,0.00000418427,0.00005405218,0.0001383915,0.000008672708,0.00001409859,0.2078467,0.0002155391,0.01787015,0.7637305,0.01010557],"study_design_scores_gemma":[0.0001390308,0.000006493828,0.000001866493,0.0001717693,0.00001044202,0.000005207788,0.000001745115,0.03669965,0.0003188897,0.00002958918,0.9622788,0.0003365107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.324899e-7,0.0004597195,0.2245055,0.00001323646,0.000882001,0.00003830788,0.00002588828,0.001355892,0.772719],"genre_scores_gemma":[0.004025695,0.0003516886,0.0003828518,0.00005772218,0.001180733,0.000055129,0.0001895436,0.00145387,0.9923028],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2241226,"threshold_uncertainty_score":0.9911298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002740993954666737,"score_gpt":0.1776330034578736,"score_spread":0.1748920095032068,"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."}}