{"id":"W7094568635","doi":"","title":"Adaptive numerical simulations for a moving
\\nboundary problem related to pitting corrosion","year":2023,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Discretization; Polygon mesh; Pitting corrosion; Finite element method; Boundary (topology); Adaptive mesh refinement; Boundary value problem; Corrosion","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002508544,0.0003033225,0.0003353357,0.0003082099,0.0004650628,0.0007955525,0.0007424243,0.001010049,0.002661638],"category_scores_gemma":[0.001238315,0.0001893083,0.0004871884,0.0002657636,0.000865656,0.0004626861,0.0008227171,0.0006961388,0.0002922645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004691468,"about_ca_system_score_gemma":0.0004779422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003411894,"about_ca_topic_score_gemma":0.002264168,"domain_scores_codex":[0.9998593,0.00003587149,0.000005860067,0.00002530326,0.00005375497,0.0000198339],"domain_scores_gemma":[0.9997178,0.0001505099,0.00004435721,0.00002933919,0.00003823152,0.00001979532],"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":[0.00003381931,0.00003208406,0.0008346657,0.00006747667,0.00001180507,0.0001218276,0.0001024548,0.9648477,0.005410878,0.02052899,0.0007485573,0.00725971],"study_design_scores_gemma":[0.000004692814,0.00001364884,0.0001312344,0.000006423842,0.000002264156,0.00001590517,0.00001455373,0.9965211,0.0005850464,0.001626339,0.001074964,0.000003794222],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3823555,0.002023902,0.5438501,0.002271764,0.0004945819,0.0001984373,0.0002862019,0.0005897012,0.06792983],"genre_scores_gemma":[0.8675992,0.001284929,0.1143852,0.0002106611,0.00008477299,0.0001817549,0.0001899159,0.0001127136,0.01595078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003411894,"threshold_uncertainty_score":0.008904099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03501862093426659,"score_gpt":0.3159747974487944,"score_spread":0.2809561765145278,"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."}}