{"id":"W2003155512","doi":"10.1103/physreve.84.041129","title":"Tuning coupling: Discrete changes in runaway avalanche sizes in disordered media","year":2011,"lang":"en","type":"article","venue":"Physical Review E","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Illinois at Urbana-Champaign; National Science Foundation","keywords":"Physics; Scaling; Coupling (piping); Sigma; Spins; Ising model; Condensed matter physics; Statistical physics; Mathematical physics; Quantum mechanics; Mathematics; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004410305,0.0001770288,0.0001977604,0.0006998152,0.0002986854,0.000766387,0.0005405237,0.0004755,0.001033627],"category_scores_gemma":[0.004396311,0.0002612127,0.0002005363,0.0002374124,0.000915441,0.001176979,0.0005901443,0.0006750324,0.0000737295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000702796,"about_ca_system_score_gemma":0.00026252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008873381,"about_ca_topic_score_gemma":0.001019317,"domain_scores_codex":[0.9998977,0.00002135267,0.000006108646,0.00002488009,0.00002780598,0.00002219194],"domain_scores_gemma":[0.9979998,0.001073419,0.0003325308,0.0002134347,0.0001108551,0.0002699115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009854689,0.0004696481,0.0389251,0.000261958,0.0002145912,0.002158063,0.001252341,0.5159762,0.3080844,0.1000922,0.001510452,0.03006965],"study_design_scores_gemma":[0.00004172782,0.0001406683,0.01912664,0.00002444871,0.00003052719,0.0002797052,0.0002091784,0.9181669,0.02446394,0.03688431,0.0005534936,0.00007839115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883481,0.0001097014,0.009501514,0.0001582394,0.00001086219,0.000009978922,0.00003215978,0.000217917,0.001611614],"genre_scores_gemma":[0.999216,0.00002012373,0.0006060535,0.00001376855,0.000003002026,0.000003941079,0.000009707566,0.0000146164,0.0001129597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001033627,"threshold_uncertainty_score":0.005099177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02486679722175955,"score_gpt":0.2791857791884579,"score_spread":0.2543189819666983,"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."}}