{"id":"W4391810495","doi":"10.3390/fluids9020049","title":"Bursting Sand Balloons","year":2024,"lang":"en","type":"article","venue":"Fluids","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agencia Estatal de Investigación; European Regional Development Fund","keywords":"Bursting; Mechanics; Compression (physics); Hydrostatic equilibrium; RADIUS; Elasticity (physics); Linear elasticity; Geology; Balloon; Physics; Materials science; Composite material; Thermodynamics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007820612,0.00009593609,0.00008306908,0.00006787223,0.00003450025,0.00007518949,0.00007635332,0.0000546663,0.0002647366],"category_scores_gemma":[0.000009435824,0.00009019045,0.00005852298,0.0001788324,0.00001429303,0.00007861115,0.00001448439,0.0001221011,0.000660937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002332646,"about_ca_system_score_gemma":0.000009549174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000364091,"about_ca_topic_score_gemma":8.702772e-7,"domain_scores_codex":[0.9995037,0.000005619536,0.0001024825,0.0001088197,0.00008760943,0.0001917224],"domain_scores_gemma":[0.9997855,0.00002788102,0.000001166176,0.0001225654,0.00000778612,0.00005504732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001886545,0.000007793258,0.000206659,0.0002398204,0.00008395538,0.000123139,0.0004598436,0.0002481729,0.872371,0.007131252,0.08711945,0.03200699],"study_design_scores_gemma":[0.0002690648,0.00003274596,0.0002452937,0.0001969156,0.00006163584,0.00005867523,0.00003546085,0.24283,0.1090087,0.000897689,0.6459174,0.0004464571],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.549161,0.04482001,0.1354752,0.0003495971,0.007235803,0.0002679739,0.00004838985,0.006761309,0.2558807],"genre_scores_gemma":[0.9982057,0.00008086176,0.0007520964,0.00002824201,0.0003255313,0.000008567426,0.000009830921,0.00003953628,0.0005496076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7633623,"threshold_uncertainty_score":0.8495229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007431643621169394,"score_gpt":0.2049060116281196,"score_spread":0.1974743680069503,"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."}}