{"id":"W3033957216","doi":"10.1103/physreve.102.032904","title":"Compaction of mixtures of rigid and highly deformable particles: A micromechanical model","year":2020,"lang":"en","type":"article","venue":"Physical review. E","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Compaction; Isotropy; Compressibility; Atomic packing factor; Bulk modulus; Materials science; Elastic modulus; Granular material; Constitutive equation; Particle (ecology); Modulus; Mechanics; Physics; Classical mechanics; Composite material; Thermodynamics; Finite element method; Optics","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":[0.000192405,0.0003918701,0.0004895411,0.0007545222,0.0003677825,0.0007320812,0.0006930002,0.001022077,0.0008731256],"category_scores_gemma":[0.0007688125,0.0003221274,0.0003924432,0.0003854199,0.00122061,0.001128341,0.0006788116,0.0003936281,0.0001599871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006151877,"about_ca_system_score_gemma":0.0003092439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003761225,"about_ca_topic_score_gemma":0.001883353,"domain_scores_codex":[0.9998561,0.00002356764,0.000008304442,0.00003473144,0.00004280858,0.00003448872],"domain_scores_gemma":[0.9997447,0.00009632437,0.00007371794,0.00002809202,0.00002048687,0.00003657204],"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":[0.00006101497,0.00008228052,0.001594877,0.0000381211,0.00002800813,0.0003933356,0.0001154655,0.9470946,0.0228012,0.02354866,0.0001649692,0.004077466],"study_design_scores_gemma":[0.000005941685,0.00001564166,0.0005035939,0.000001541681,0.000004051877,0.00002295343,0.000008634472,0.9969968,0.0006906151,0.001605827,0.0001401069,0.000004330346],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7634793,0.0006446864,0.2250055,0.0005001499,0.0000422836,0.0000867877,0.0001535894,0.0001443387,0.009943384],"genre_scores_gemma":[0.9915815,0.000200821,0.005311892,0.00004120942,0.00001867607,0.00004807116,0.00004251086,0.00001769242,0.002737651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003761225,"threshold_uncertainty_score":0.007478654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174841558712201,"score_gpt":0.2581558757363953,"score_spread":0.2406717198651752,"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."}}