{"id":"W4221125596","doi":"10.1007/s11075-021-01242-2","title":"Discrete mollification in Bernstein basis and space marching scheme for numerical solution of an inverse two-phase one-dimensional Stefan problem","year":2022,"lang":"en","type":"article","venue":"Numerical Algorithms","topic":"Differential Equations and Numerical Methods","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Capilano University","funders":"","keywords":"Mathematics; Numerical integration; Convergence (economics); Applied mathematics; Numerical stability; Numerical analysis; Stability (learning theory); Basis (linear algebra); Basis function; Mathematical analysis; Geometry; 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":[0.001003304,0.0002217379,0.0005165242,0.0001978787,0.0002558788,0.00002931314,0.0002007232,0.00006517654,0.0001349319],"category_scores_gemma":[0.0003541906,0.0002200969,0.0001225977,0.000585517,0.00009672181,0.0002138818,0.0002120107,0.0003320065,0.000001370512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001423118,"about_ca_system_score_gemma":0.00006926554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004010476,"about_ca_topic_score_gemma":0.00001073159,"domain_scores_codex":[0.9973537,0.0005626667,0.000652553,0.0005138891,0.0005464802,0.0003707529],"domain_scores_gemma":[0.9984194,0.0006900895,0.0003066128,0.0003025443,0.00008302351,0.0001983452],"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":[0.00212563,0.01034534,0.001313338,0.0005372588,0.0002566537,0.00001693205,0.002942234,0.002585016,0.0521796,0.07857105,0.000283601,0.8488433],"study_design_scores_gemma":[0.003088839,0.001144755,0.0004393497,0.00003674197,0.00006979253,0.000009459111,0.0003081957,0.9267986,0.001616068,0.06571408,0.0004366786,0.0003373967],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2640228,0.00003298806,0.7338865,0.0008604868,0.00009814523,0.00083153,0.0001299888,0.00005878249,0.00007884145],"genre_scores_gemma":[0.3484429,0.000001818876,0.6509891,0.00004589867,0.00005139618,0.0002840321,0.00008766729,0.00003438733,0.0000628487],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9242136,"threshold_uncertainty_score":0.897529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07146243302512412,"score_gpt":0.3782591639481436,"score_spread":0.3067967309230195,"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."}}