{"id":"W1857051272","doi":"10.1103/physreve.92.053306","title":"Anchored boundary conditions for locally isostatic networks","year":2015,"lang":"en","type":"article","venue":"Physical Review E","topic":"Contact Mechanics and Variational Inequalities","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Geology; Boundary (topology); Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000281225,0.00008565002,0.0002091104,0.00001406566,0.00006229796,0.00008185446,0.0002938046,0.00001180974,0.000005691262],"category_scores_gemma":[0.0001862567,0.00007222183,0.0001025492,0.0001600441,0.000006856229,0.0002311718,0.000072242,0.00005991922,0.00003691187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003160683,"about_ca_system_score_gemma":0.0001483454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006986814,"about_ca_topic_score_gemma":0.000002695138,"domain_scores_codex":[0.9992765,0.00004975588,0.0001730425,0.0001739015,0.0001675906,0.0001592105],"domain_scores_gemma":[0.9991192,0.0002510218,0.00007053813,0.0002493166,0.0001906207,0.0001192767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001309707,0.00004293469,0.000001383535,0.00009294096,0.000009392226,5.345074e-7,0.00004693514,0.00002339227,0.00001392966,0.9852964,0.01052255,0.003948311],"study_design_scores_gemma":[0.0001978695,0.0001112832,0.00003140554,0.0003258594,0.00001896295,0.000001472343,0.000003933372,0.4229294,0.00001399292,0.5173265,0.05892106,0.0001182404],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0001912314,0.006787939,0.9884232,0.003094086,0.0002520529,0.0003803097,0.00001734268,0.00005596073,0.0007978665],"genre_scores_gemma":[0.9785788,0.00138686,0.00815645,0.01060606,0.0005680996,0.0003913147,0.00009871727,0.00001534381,0.0001983669],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9802667,"threshold_uncertainty_score":0.2945121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06356467309103993,"score_gpt":0.3516006066789483,"score_spread":0.2880359335879084,"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."}}