{"id":"W4407739570","doi":"10.3233/978-1-61499-297-4-439","title":"Evolution of Deformation Fields in Ploughing of Sand","year":2013,"lang":"en","type":"book-chapter","venue":"IOS Press eBooks","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plough; Deformation (meteorology); Geology; Geotechnical engineering; Geography; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008178032,0.0001233612,0.0001709478,0.0003401061,0.000223079,0.0004154718,0.0001717089,0.0001817093,0.0009783449],"category_scores_gemma":[0.0002253605,0.0001599626,0.00008510935,0.0002794498,0.0004273319,0.0002270687,0.0001337076,0.0002423255,0.0001249261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000542665,"about_ca_system_score_gemma":0.0001824889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003347085,"about_ca_topic_score_gemma":0.004462904,"domain_scores_codex":[0.9999233,0.000005521591,0.000001850906,0.00001918019,0.00002752205,0.00002251977],"domain_scores_gemma":[0.9998804,0.00004168542,0.00002287067,0.00001271269,0.00002170181,0.00002059382],"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":[0.000202313,0.00002871451,0.004138994,0.00002968749,0.000004395377,0.0002219219,0.0002484921,0.002961639,0.9799898,0.0002397845,0.00004818953,0.01188601],"study_design_scores_gemma":[0.00002090773,0.0004383141,0.2214146,0.00001403963,0.00001285724,0.0004597509,0.0005516287,0.02295293,0.7518818,0.0004797231,0.001732489,0.00004098758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975266,0.0001004288,0.001423267,0.000008600596,0.00000153059,0.000007155444,0.00004270473,0.00002282558,0.0008669284],"genre_scores_gemma":[0.9982111,0.00006863784,0.0008832601,0.000004489638,5.944264e-7,0.000002813477,0.0000507423,0.00000547186,0.0007728914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003347085,"threshold_uncertainty_score":0.006655216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372878273795053,"score_gpt":0.1887990752814858,"score_spread":0.1750702925435353,"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."}}