{"id":"W6947773299","doi":"10.48550/arxiv.1405.0183","title":"Bulldozing of granular material","year":2014,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Froude number; Granular material; Perpendicular; SPHERES; RADIUS; Rotation (mathematics); Discrete element method; Range (aeronautics)","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":[0.0001157029,0.0003612112,0.000383646,0.0002678153,0.0003302475,0.0006908212,0.0004088666,0.0005398868,0.0006374123],"category_scores_gemma":[0.0005986557,0.0002431751,0.0004431682,0.0001442099,0.0008572642,0.0005182576,0.0006199429,0.000383689,0.00009389916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005516168,"about_ca_system_score_gemma":0.0003585691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008128083,"about_ca_topic_score_gemma":0.002991423,"domain_scores_codex":[0.9999216,0.000009850213,0.00000300512,0.000021027,0.00001396035,0.0000306266],"domain_scores_gemma":[0.9998084,0.00004451761,0.00004986811,0.00002240639,0.00001821587,0.00005663545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003990554,0.0001359769,0.01040145,0.0001153292,0.0001318655,0.001420944,0.0002859126,0.7824704,0.1895788,0.00706991,0.0003625636,0.00762782],"study_design_scores_gemma":[0.00002595266,0.0001619063,0.004705394,0.000004203077,0.00001133568,0.00006313661,0.00006418068,0.9875679,0.00619184,0.0009638355,0.0002206869,0.00001953033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906067,0.00009402902,0.007812003,0.00006138556,0.00001707241,0.00001466823,0.00003093727,0.00004882951,0.001314313],"genre_scores_gemma":[0.9983411,0.00005132505,0.0009240287,0.00001191059,0.000004096345,0.000005397376,0.00002845825,0.0000076683,0.0006260746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008128083,"threshold_uncertainty_score":0.01616156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05844139379300692,"score_gpt":0.1735015128787918,"score_spread":0.1150601190857848,"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."}}