{"id":"W2120341585","doi":"10.1061/9780784413272.014","title":"Size Effects on the Void Ratio of Loosely Packed Binary Particle Mixtures","year":2014,"lang":"en","type":"article","venue":"Geo-Congress 2014 Technical Papers","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Void (composites); Void ratio; Monte Carlo method; Particle size; Binary number; Materials science; SPHERES; Particle (ecology); Computation; Packed bed; Mechanics; Statistical physics; Physics; Composite material; Chromatography; Mathematics; Chemistry; Chemical engineering; Statistics; Algorithm; Engineering","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":[0.0005169993,0.0002982733,0.0003804865,0.00004242384,0.00008563791,0.00002824259,0.0004727597,0.0002911687,0.00006976242],"category_scores_gemma":[0.001134958,0.0002117592,0.0001787674,0.0002182901,0.0001139602,0.00005036275,0.00007488731,0.0005489,0.0001132329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003666874,"about_ca_system_score_gemma":0.00001049561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009665514,"about_ca_topic_score_gemma":0.000009335065,"domain_scores_codex":[0.9984517,0.00009620607,0.0003683109,0.0002803837,0.0003374009,0.0004659836],"domain_scores_gemma":[0.9974009,0.001567471,0.0000585713,0.0007770346,0.00004192489,0.0001540509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006672834,0.0001142167,0.00004338449,0.0003253117,0.00009974823,0.00001224664,0.00005008021,0.06256968,0.87985,0.027935,0.01131672,0.01761693],"study_design_scores_gemma":[0.002077388,0.001348859,0.01191229,0.0005881662,0.0001767934,0.00001955188,0.0000478205,0.1442908,0.8063317,0.005743624,0.02604546,0.001417493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876662,0.0004061027,0.001360272,0.001351597,0.00110488,0.0006772662,0.00001202035,0.0018801,0.005541527],"genre_scores_gemma":[0.9990805,0.00006965242,0.0001847672,0.0002868897,0.0001020984,0.00009294397,0.000003081369,0.00005941422,0.0001207018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08172118,"threshold_uncertainty_score":0.8635288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004040526477279751,"score_gpt":0.1845446150288779,"score_spread":0.1805040885515982,"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."}}