{"id":"W3124358871","doi":"10.1103/physreve.104.034603","title":"Signatures of the spatial extent of plastic events in the yielding transition in amorphous solids","year":2021,"lang":"en","type":"article","venue":"Physical review. E","topic":"Metallic Glasses and Amorphous Alloys","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canada First Research Excellence Fund; Agence Nationale de la Recherche","keywords":"Plateau (mathematics); Amorphous solid; Power law; Scaling; Exponent; Stress (linguistics); Pseudogap; Drop (telecommunication); Materials science; Physics; Mechanics; Condensed matter physics; Mathematics; Geometry; Statistics; Chemistry; Crystallography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001382028,0.00008453331,0.0002656843,0.00001517159,0.000009030721,0.000002204283,0.0001446063,0.00001992459,0.00002265163],"category_scores_gemma":[0.00009660215,0.00005008081,0.0001691071,0.0002495134,0.00001601537,0.00002549095,0.00001773032,0.0001835187,0.00000186243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001385877,"about_ca_system_score_gemma":0.00001361202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005225696,"about_ca_topic_score_gemma":0.00007213624,"domain_scores_codex":[0.999263,0.00009133524,0.0002417546,0.0000871521,0.0002030018,0.000113777],"domain_scores_gemma":[0.9995888,0.0001709974,0.00003956305,0.0001707828,0.00001631012,0.0000135555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000036654,0.00172522,0.003803105,0.01190317,0.0001808854,0.0000599991,0.003079519,0.2180897,0.7109243,0.008948952,0.0007493261,0.04049911],"study_design_scores_gemma":[0.002264133,0.0002654278,0.5552328,0.02342389,0.0005936933,0.00002388805,0.0003912447,0.2606614,0.1407874,0.01271161,0.002671112,0.0009733807],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944349,0.004290999,0.0006894759,0.0001186992,0.0001131236,0.0001771013,0.0000044914,0.000005838403,0.0001653631],"genre_scores_gemma":[0.9978448,0.001971492,0.00001724572,0.00008740459,0.00004993337,0.00001628895,0.000002579575,0.000008713335,0.000001598721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5701369,"threshold_uncertainty_score":0.2042236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163155339947395,"score_gpt":0.2582493226535607,"score_spread":0.2466177692540868,"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."}}