{"id":"W4380150670","doi":"10.5206/mase/15658","title":"On the weak solution of the Von Karman model with thermoelastic plates","year":2023,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermoelastic damping; Uniqueness; Dissipation; Mathematics; Mathematical analysis; Finite difference; Thermal; Applied mathematics; Calculus (dental); Physics; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005846693,0.0001111421,0.0001222424,0.00008801629,0.0001195151,0.00004515268,0.0005552362,0.00002542273,5.262641e-7],"category_scores_gemma":[0.00008835516,0.00005647347,0.00001738521,0.0006948184,0.00009045361,0.00006619238,0.0001749338,0.0001536705,0.000002494078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000158083,"about_ca_system_score_gemma":0.00001223931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.130849e-7,"about_ca_topic_score_gemma":7.801443e-7,"domain_scores_codex":[0.9991582,0.000004489252,0.0001747296,0.0001671067,0.0002755224,0.0002199706],"domain_scores_gemma":[0.999067,0.0005906882,0.0000479228,0.0002631997,0.000008401443,0.00002276909],"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":[2.39305e-7,0.000005006438,0.000001266212,0.00003352368,0.000001228029,8.864538e-8,0.0004365345,0.5689601,0.001766764,0.4287344,0.000001589495,0.00005932739],"study_design_scores_gemma":[0.00005029907,0.00001270081,0.00002972414,0.00014088,0.00000189936,0.000002013586,0.00008424293,0.9172723,0.0008588374,0.08147302,0.000001063654,0.00007298186],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1303426,0.000008383015,0.8678842,0.0001748014,0.00003681244,0.0001450857,3.258438e-7,0.00009036659,0.001317436],"genre_scores_gemma":[0.9092794,0.000004085193,0.09065352,0.000009611907,0.000004691081,0.00002731562,4.435036e-8,0.000008251161,0.00001305351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7789368,"threshold_uncertainty_score":0.2302921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236917849584388,"score_gpt":0.2184425715262125,"score_spread":0.1960733930303686,"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."}}