{"id":"W4281736577","doi":"10.1103/physrevfluids.7.054303","title":"One-dimensional compression of a saturated elastoviscoplastic medium","year":2022,"lang":"en","type":"article","venue":"Physical Review Fluids","topic":"Composite Material Mechanics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Viscoplasticity; Compression (physics); Constitutive equation; Deformation (meteorology); Mechanics; Stress (linguistics); Phase (matter); Compaction; Composite material; Structural engineering; Physics; Engineering","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":[0.0001277937,0.0006163545,0.0005458307,0.0004603823,0.0004604632,0.001200416,0.0009371534,0.001300268,0.002457125],"category_scores_gemma":[0.0005825318,0.0002663984,0.00031819,0.0003901225,0.001133477,0.0007619119,0.0009641741,0.0007207803,0.0002678725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005533203,"about_ca_system_score_gemma":0.0005296374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002655185,"about_ca_topic_score_gemma":0.001264533,"domain_scores_codex":[0.9998989,0.0000212013,0.000005033014,0.00002343822,0.00002700312,0.0000243616],"domain_scores_gemma":[0.9997506,0.0001195883,0.00005523684,0.00001976624,0.00001637148,0.00003863128],"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":[0.0003570015,0.000441222,0.002538694,0.0004990885,0.00006348483,0.001828828,0.0002864318,0.7988521,0.1068491,0.08145365,0.0009249646,0.005905476],"study_design_scores_gemma":[0.0000700736,0.0001319356,0.001145569,0.00002586004,0.00001769531,0.0002562137,0.00006676147,0.9835893,0.007388307,0.005943806,0.00131579,0.0000486781],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8775302,0.001638746,0.06043148,0.001709603,0.0001782958,0.000210311,0.0009916908,0.0002621233,0.05704758],"genre_scores_gemma":[0.9871693,0.0006439579,0.005464515,0.00015565,0.00004543904,0.0001270065,0.0001983967,0.0000318544,0.006163894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002655185,"threshold_uncertainty_score":0.008219838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161043471953503,"score_gpt":0.244776195061321,"score_spread":0.233165760341786,"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."}}