{"id":"W4387876551","doi":"10.1007/s00161-023-01262-4","title":"Thermodynamically consistent variational theory of porous media with a breaking component","year":2023,"lang":"en","type":"article","venue":"Continuum Mechanics and Thermodynamics","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Porous medium; Stress (linguistics); Singularity; Structural material; Phase transition; Transfer matrix; Work (physics); Mechanics; Component (thermodynamics); Infinitesimal; Statistical physics; Physics; Classical mechanics; Porosity; Materials science; Thermodynamics; Mathematics; Mathematical analysis; Computer science; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001253771,0.0007929156,0.001329541,0.001273716,0.001452489,0.002745442,0.00310411,0.00198361,0.002582136],"category_scores_gemma":[0.002371264,0.0007145359,0.0008852253,0.0007371641,0.003688818,0.003251936,0.002749866,0.002495609,0.0004342141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001584361,"about_ca_system_score_gemma":0.001728149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003944132,"about_ca_topic_score_gemma":0.003224723,"domain_scores_codex":[0.9994491,0.0001913196,0.00002302482,0.00006184533,0.0002014109,0.00007336656],"domain_scores_gemma":[0.9992629,0.0002221736,0.00007580474,0.0001199483,0.0001822889,0.0001369772],"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":[0.000007131423,0.00001418135,0.00007301832,0.00002028622,0.00001067553,0.00002690845,0.0000292624,0.01975319,0.0006818039,0.9780909,0.0005608243,0.0007318134],"study_design_scores_gemma":[0.00001076815,0.000009034893,0.0001593973,0.000009227528,0.000006283944,0.00003331947,0.00003020493,0.2148859,0.0002144774,0.7834355,0.001189039,0.00001677783],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1296618,0.003320156,0.7552501,0.006988325,0.0009037292,0.0001013385,0.0007068035,0.0002218732,0.1028459],"genre_scores_gemma":[0.8850337,0.001753176,0.06093569,0.001295947,0.000915553,0.0002235626,0.0005332864,0.0004171725,0.04889183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003944132,"threshold_uncertainty_score":0.01149541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009192916661622343,"score_gpt":0.1837964179136176,"score_spread":0.1746035012519953,"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."}}