{"id":"W2002532514","doi":"10.5267/j.esm.2014.10.001","title":"Direct method for deriving equilibrium equations in solid continuous systems","year":2014,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Statistical physics; Materials science; Applied mathematics; Mathematical optimization; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005018009,0.0002196012,0.0004269969,0.00009440898,0.00005418525,0.00005916329,0.0001670455,0.00006712304,0.00001467838],"category_scores_gemma":[0.000222379,0.0002388316,0.00009402714,0.0001480534,0.000003169283,0.00008303436,0.00005452675,0.0001658645,0.00000544563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005173561,"about_ca_system_score_gemma":0.00002334957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002495215,"about_ca_topic_score_gemma":0.00000263027,"domain_scores_codex":[0.9986992,0.00003970877,0.0003731166,0.0002951298,0.0001214568,0.0004714137],"domain_scores_gemma":[0.9987925,0.0006843535,0.00009587206,0.0002526471,0.00006967952,0.0001049174],"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":[0.000003480878,0.00002495516,0.000001683027,0.0000330462,0.00002528874,4.1496e-7,0.0000466234,0.2782967,0.01198689,0.7047324,0.000003821463,0.004844745],"study_design_scores_gemma":[0.0003649287,0.0000609104,0.0000017856,0.00007119837,0.00002215246,6.089426e-7,0.00005437599,0.9629726,0.002282623,0.03287193,0.001031582,0.0002653119],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001541498,0.00003904333,0.9966651,0.00001856439,0.0007719274,0.0004028736,0.00009406923,0.00009457017,0.0003723419],"genre_scores_gemma":[0.9123491,0.000001112738,0.08700983,0.00001230606,0.0002437307,0.0001940342,0.00004069538,0.00006775677,0.00008140557],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9108076,"threshold_uncertainty_score":0.973927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00794501653844025,"score_gpt":0.2691133375733987,"score_spread":0.2611683210349584,"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."}}