{"id":"W2415803915","doi":"10.1139/cgj-2016-0053","title":"Discussion of “Influence of initial fines content on fabric of soils subjected to internal erosion”","year":2016,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Higher Education Discipline Innovation Project; National Natural Science Foundation of China","keywords":"Internal erosion; Geotechnical engineering; Soil water; Erosion; Geology; Environmental science; Soil science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001716923,0.0001201121,0.0002636108,0.0003157943,0.0000212265,0.000005546095,0.0002669797,0.00009774583,0.00004330094],"category_scores_gemma":[0.0002924799,0.00007044416,0.0001012778,0.0001780812,0.00005998045,0.0000625978,0.00002136911,0.0002147858,0.000005950614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137796,"about_ca_system_score_gemma":0.0001034131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001456062,"about_ca_topic_score_gemma":0.0007175517,"domain_scores_codex":[0.9989432,0.00001877032,0.0004885282,0.00008958182,0.0002014365,0.0002585359],"domain_scores_gemma":[0.9991218,0.00006601332,0.00007083138,0.0001801946,0.0001310602,0.0004301088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001033176,0.00003390676,0.001046232,0.00007225211,0.00005772685,0.00004671758,0.00009543408,0.25848,0.7061071,0.0002923766,0.001368064,0.0322968],"study_design_scores_gemma":[0.002838223,0.001769305,0.54077,0.007562724,0.00007398239,0.0003810041,0.00008714462,0.00790857,0.4321041,0.0005277984,0.005078729,0.0008984112],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832227,0.00002936069,0.0157853,0.0004537082,0.0002193697,0.00007177865,0.00009373786,0.00002950907,0.00009454013],"genre_scores_gemma":[0.9996193,0.00002833108,0.000195919,0.00003109762,0.00005572172,0.000002115241,8.086886e-7,0.00001751633,0.00004915928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5397238,"threshold_uncertainty_score":0.2872629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399910195346493,"score_gpt":0.2281095849317281,"score_spread":0.2141104829782632,"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."}}