{"id":"W3187419302","doi":"10.28924/2291-8639-19-2021-660","title":"Explicit and Implicit Crandall’s Scheme for the Heat Equation with Nonlocal Nonlinear Conditions","year":2021,"lang":"en","type":"article","venue":"International Journal of Analysis and Applications","topic":"Differential Equations and Boundary Problems","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Nonlinear system; Linearization; Quadrature (astronomy); Heat equation; Scheme (mathematics); Mathematical analysis; Boundary value problem; Boundary (topology); Applied mathematics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004196789,0.000513161,0.0007921468,0.0004382532,0.0004783631,0.0005910235,0.001462856,0.001086648,0.00150833],"category_scores_gemma":[0.0008668383,0.0001931785,0.000605955,0.0005425926,0.0008020362,0.001065459,0.0007584731,0.001276167,0.0003580244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000491068,"about_ca_system_score_gemma":0.001072374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006228233,"about_ca_topic_score_gemma":0.008248256,"domain_scores_codex":[0.9998029,0.000040139,0.0000114592,0.00002450858,0.00009867618,0.00002231632],"domain_scores_gemma":[0.999828,0.00004541623,0.00002534669,0.00003363933,0.00005112404,0.00001646567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001964118,0.0001136949,0.001841074,0.0008922188,0.00006166751,0.0006776407,0.000743068,0.3372254,0.06877337,0.3405013,0.003796346,0.2451779],"study_design_scores_gemma":[0.00001568298,0.00002795122,0.0001715387,0.00002235539,0.000009879105,0.0001115816,0.00002529709,0.9866269,0.003729418,0.004694683,0.004547618,0.00001708028],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03051334,0.001953536,0.9588113,0.0002703712,0.0002732422,0.00007563295,0.0000448467,0.0001627264,0.007895041],"genre_scores_gemma":[0.4498506,0.001920482,0.528558,0.0001545294,0.0001406603,0.0001805642,0.0001570176,0.0001426845,0.0188954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006228233,"threshold_uncertainty_score":0.012384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03595588655262465,"score_gpt":0.338005087024547,"score_spread":0.3020492004719224,"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."}}