{"id":"W3163865135","doi":"10.1103/physreve.104.024901","title":"Quasistatic kinetic avalanches and self-organized criticality in deviatorically loaded granular media","year":2021,"lang":"en","type":"article","venue":"Physical review. E","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Santander Universities; AXA Research Fund","keywords":"Quasistatic process; Self-organized criticality; Granular material; Scaling; Physics; Metastability; Kinetic energy; Statistical physics; Mechanics; Critical point (mathematics); Classical mechanics; Materials science; Criticality; Thermodynamics; Geometry; Mathematics","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":[0.0001399858,0.0001702338,0.0001896174,0.000454764,0.0002507948,0.0006604128,0.0001911366,0.0002291999,0.0003022219],"category_scores_gemma":[0.0006602159,0.0001530474,0.0001826581,0.0002339636,0.0009559082,0.0005426428,0.0003051155,0.0002549483,0.00002776083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005437795,"about_ca_system_score_gemma":0.0001550597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008104,"about_ca_topic_score_gemma":0.0006346832,"domain_scores_codex":[0.9999553,0.000009140081,0.000004210341,0.000006901401,0.00001335222,0.0000110833],"domain_scores_gemma":[0.9998266,0.00006727873,0.00005868496,0.00001570201,0.0000117026,0.0000201589],"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":[0.0003851804,0.0002539897,0.01468692,0.0003354797,0.0001252872,0.001535085,0.000638466,0.5450048,0.2950052,0.1178393,0.0003475262,0.02384269],"study_design_scores_gemma":[0.00005172571,0.0001695358,0.02386517,0.00002620979,0.00002599611,0.0002727406,0.0001146532,0.8911403,0.03700107,0.04631723,0.0009675305,0.00004798326],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914032,0.0004633496,0.006764144,0.00006565239,0.000009304486,0.000008138288,0.00001709887,0.0000338413,0.001235409],"genre_scores_gemma":[0.9993629,0.0001338837,0.0003772401,0.00000406595,0.000002847758,0.000003191742,0.000006732153,0.000003729148,0.0001054454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001008104,"threshold_uncertainty_score":0.003945351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008819550867871773,"score_gpt":0.2534263052274039,"score_spread":0.2446067543595322,"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."}}