{"id":"W2078641415","doi":"10.1016/s1631-073x(03)00009-8","title":"Méthodes de relaxation d'ondes (SWR) pour l'équation de la chaleur en dimension 1","year":2003,"lang":"fr","type":"article","venue":"Comptes Rendus Mathématique","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mathematics; Mathematical physics; Relaxation (psychology); Rate of convergence; Convergence (economics); Humanities; Applied mathematics","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007759241,0.0005649215,0.000712104,0.0002302311,0.0002711596,0.0001995681,0.0003843865,0.0009565188,0.002147239],"category_scores_gemma":[0.01415287,0.0006034707,0.0002352316,0.0004554116,0.0003056964,0.0003644706,0.00014295,0.00116114,0.0007855704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050837,"about_ca_system_score_gemma":0.0004347961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001028018,"about_ca_topic_score_gemma":0.000004809061,"domain_scores_codex":[0.9866779,0.0104009,0.001010461,0.0005882616,0.0004598051,0.0008626622],"domain_scores_gemma":[0.9869785,0.01096403,0.0007825363,0.0007568002,0.0002037624,0.000314394],"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":[0.00002806482,0.0008413848,0.002672163,0.00170608,0.000145744,0.00006232357,0.006593966,0.001284282,0.03522398,0.9131902,0.01900579,0.01924598],"study_design_scores_gemma":[0.0007705234,0.0001293588,0.0009704743,0.001239123,0.0002164706,0.000456441,0.0008279441,0.05901903,0.04622137,0.8690593,0.02043221,0.0006577795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1169945,0.004953156,0.8507318,0.001929505,0.0009737619,0.0007335498,0.00002182849,0.0003586742,0.02330325],"genre_scores_gemma":[0.1027435,0.00187772,0.8885276,0.0003001737,0.0002338823,0.0001311664,0.00001349419,0.0001542997,0.006018094],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05773474,"threshold_uncertainty_score":0.9999924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06612505268676215,"score_gpt":0.3722682186604038,"score_spread":0.3061431659736416,"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."}}