{"id":"W4297944147","doi":"","title":"Homogenization for periodical electromagnetic structure: which formulation?","year":2009,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Induction Heating and Inverter Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Diagnosis and Research on Alzheimer's Disease","funders":"","keywords":"Homogenization (climate); Mathematics; Mathematical analysis; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004902175,0.0001278155,0.0001275819,0.0001163238,0.0003052637,0.0001224002,0.0002388156,0.0001533283,0.00007867659],"category_scores_gemma":[0.0004001898,0.0001405107,0.0000476488,0.0003974526,0.00004078597,0.0001252075,0.00001787998,0.0001673088,0.0000082368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006131875,"about_ca_system_score_gemma":0.00004246115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001759896,"about_ca_topic_score_gemma":0.0001508082,"domain_scores_codex":[0.9989574,0.0002327863,0.000235531,0.0002114801,0.0001222235,0.000240586],"domain_scores_gemma":[0.998612,0.0001433678,0.00004901647,0.0004583314,0.0006784265,0.00005880774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001492004,0.0002184821,0.0008044157,0.00009338533,0.00005426817,7.293858e-7,0.006031913,0.00128893,0.3033492,0.3694086,0.004749518,0.3139856],"study_design_scores_gemma":[0.0009232466,0.00000479652,0.004728595,0.0001316262,0.00003347367,0.00003275485,0.00005604818,0.5499353,0.4067478,0.01814952,0.01880549,0.0004513156],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5632775,0.0003301759,0.418901,0.005812453,0.0001620755,0.0003665417,0.00001781139,0.000980446,0.01015204],"genre_scores_gemma":[0.9657406,0.00002931507,0.03344154,0.00006727079,0.00002542269,0.00001726135,0.0001587476,0.000020382,0.0004994663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5486464,"threshold_uncertainty_score":0.5729862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005604145069196772,"score_gpt":0.1944985120052173,"score_spread":0.1888943669360205,"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."}}