{"id":"W2153703149","doi":"10.1103/physreve.84.050302","title":"Densest columnar structures of hard spheres from sequential deposition","year":2011,"lang":"en","type":"article","venue":"Physical Review E","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"SPHERES; Cylinder; Deposition (geology); Hard spheres; Simple (philosophy); Materials science; Nanotechnology; Physics; Geometry; Mathematics; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001225807,0.0002573652,0.0002663628,0.0003531242,0.0003740288,0.0007179535,0.0003424772,0.0003016473,0.001576237],"category_scores_gemma":[0.0003598646,0.0005159178,0.0001670366,0.0002142621,0.000528106,0.000509156,0.0006921244,0.0007070653,0.000444578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004076164,"about_ca_system_score_gemma":0.0002349014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005693853,"about_ca_topic_score_gemma":0.001834274,"domain_scores_codex":[0.9999036,0.000008949703,0.000004970901,0.00002093055,0.00004674972,0.00001481028],"domain_scores_gemma":[0.9998733,0.00003282805,0.00001501187,0.00003985893,0.00001847266,0.00002049077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001202416,0.00006912964,0.0006321646,0.0002905755,0.00002732072,0.00055221,0.00032959,0.05130652,0.7083864,0.2012177,0.002748251,0.03431993],"study_design_scores_gemma":[0.0001196766,0.0001915496,0.001735433,0.00005297231,0.00002227145,0.0006701263,0.00008576724,0.221845,0.6383762,0.1155083,0.02132428,0.00006843539],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.748113,0.002571855,0.2188462,0.0003699595,0.0001448708,0.00008839774,0.0003836159,0.000664017,0.0288183],"genre_scores_gemma":[0.9158213,0.001351163,0.07562678,0.0001454092,0.00004790053,0.00007054963,0.0006248074,0.000147248,0.006164814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001576237,"threshold_uncertainty_score":0.005273044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05682593765593295,"score_gpt":0.3059747682102553,"score_spread":0.2491488305543223,"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."}}