{"id":"W4323968144","doi":"10.1007/978-3-031-23313-5_7","title":"Constitutive Equations","year":2023,"lang":"en","type":"book-chapter","venue":"Springer geophysics","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Constitutive equation; Physics; Thermodynamics; Finite element method","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000211515,0.0009241799,0.0009271884,0.001106858,0.0005714293,0.001807677,0.001063596,0.00125865,0.04428261],"category_scores_gemma":[0.0005589427,0.0004129764,0.0006912951,0.0008134785,0.0007861036,0.001808891,0.001353114,0.001919471,0.01903782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007704271,"about_ca_system_score_gemma":0.0007465499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00278663,"about_ca_topic_score_gemma":0.002414632,"domain_scores_codex":[0.9998155,0.00002314377,0.000009999864,0.00004401758,0.00009072645,0.00001661243],"domain_scores_gemma":[0.9998952,0.0000171187,0.00001083007,0.00002146198,0.00004641906,0.000008997149],"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":[0.000004831204,0.00002653997,0.00009078222,0.00009014982,0.00001030929,0.00007200186,0.00007663359,0.01036336,0.001517562,0.9010034,0.04435408,0.04239042],"study_design_scores_gemma":[0.00001347966,0.00001414271,0.0003135201,0.00007762128,0.00001534448,0.0002935944,0.00008342222,0.0529225,0.001306139,0.3875737,0.5573583,0.00002819634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.004420551,0.006753751,0.2474682,0.002463109,0.002714127,0.0001406141,0.002743568,0.0006116329,0.7326844],"genre_scores_gemma":[0.05108001,0.007733444,0.0490412,0.0008313926,0.000895604,0.0003122759,0.002904548,0.0007158493,0.8864858],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04428261,"threshold_uncertainty_score":0.1481401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02802744470007763,"score_gpt":0.2119798803530039,"score_spread":0.1839524356529263,"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."}}