{"id":"W7080188859","doi":"","title":"Une méthode de linéarisation robuste pour les problèmes de complémentarité. Un détour par les arrangements d'hyperplans","year":2025,"lang":"en","type":"article","venue":"theses.fr (ABES)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Meta heuristic; Laplace–Beltrami operator; Uniqueness theorem for Poisson's equation","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":[0.002931893,0.001860266,0.001454368,0.0011835,0.0008706515,0.002727264,0.001475875,0.002081642,0.011799],"category_scores_gemma":[0.008733846,0.001282933,0.00254995,0.001245184,0.002218464,0.002485656,0.002884816,0.005142184,0.002703708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001585516,"about_ca_system_score_gemma":0.002447453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00678145,"about_ca_topic_score_gemma":0.005368152,"domain_scores_codex":[0.9976961,0.0007181438,0.0001083778,0.0005649998,0.0007710784,0.0001413018],"domain_scores_gemma":[0.997368,0.001592104,0.0001912492,0.0003211622,0.0004401,0.00008722924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001964081,0.0000717019,0.00073211,0.0006829244,0.0002305399,0.0001733411,0.0003833788,0.543696,0.01113678,0.1630112,0.01005973,0.2696259],"study_design_scores_gemma":[0.00003957397,0.0001432847,0.0002532733,0.0001338219,0.00004725024,0.000158204,0.00009152268,0.8929334,0.004728967,0.06930877,0.03211364,0.00004833179],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0011133,0.0002796846,0.9962842,0.0001237173,0.00007392452,0.00003532549,0.00004962901,0.0002902366,0.001750022],"genre_scores_gemma":[0.05662167,0.0007846962,0.9246154,0.0002827154,0.0001585269,0.0004909562,0.0004167979,0.0007543601,0.01587491],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.011799,"threshold_uncertainty_score":0.03947163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03978209800594702,"score_gpt":0.2622748076716544,"score_spread":0.2224927096657074,"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."}}