{"id":"W2965628700","doi":"10.1103/physreve.100.012908","title":"From plastic flow to brittle fracture: Role of microscopic friction in amorphous solids","year":2019,"lang":"en","type":"article","venue":"Physical review. E","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Agence Nationale de la Recherche","keywords":"Plasticity; Shearing (physics); Amorphous solid; Materials science; Brittleness; Shear (geology); Fracture (geology); Deformation (meteorology); Shear band; Composite material; Chemical physics; Physics; Crystallography; Chemistry","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":[0.0002278833,0.000224276,0.0004450684,0.0005026195,0.0004631659,0.001221128,0.0004375464,0.000718724,0.0008482638],"category_scores_gemma":[0.0004799936,0.0002566095,0.0002183799,0.0002797295,0.001865132,0.0009372052,0.000505299,0.0006596831,0.0001375407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005883496,"about_ca_system_score_gemma":0.000283783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000968594,"about_ca_topic_score_gemma":0.0007712962,"domain_scores_codex":[0.9999239,0.00001378417,0.000003734794,0.00001969902,0.00002570222,0.00001307405],"domain_scores_gemma":[0.9998434,0.00007767999,0.00003224784,0.00001063063,0.00001810939,0.00001784072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001693258,0.0001216105,0.004408697,0.002168547,0.000104944,0.001349741,0.0008545993,0.04545883,0.0895124,0.7335752,0.004752751,0.1175233],"study_design_scores_gemma":[0.00006985301,0.0005110392,0.02413653,0.0005942686,0.000137638,0.001804774,0.0007118754,0.1414106,0.03618171,0.7000387,0.09421429,0.0001886988],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4124386,0.4933549,0.04226558,0.007102118,0.0008656116,0.00004738939,0.00009968768,0.0002015735,0.04362449],"genre_scores_gemma":[0.8988102,0.09553325,0.00189529,0.000225971,0.0002961589,0.00001854944,0.00001765903,0.0000195621,0.003183375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001221128,"threshold_uncertainty_score":0.004268765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005519151539007273,"score_gpt":0.2582894349895434,"score_spread":0.2527702834505361,"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."}}