{"id":"W2362978862","doi":"","title":"Calculation Principle and Comparison Related to Quiescent Sedimentation granula Analysis","year":2007,"lang":"en","type":"article","venue":"Soil Engineering and Foundation","topic":"Soil, Finite Element Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BGC Engineering (Canada)","funders":"","keywords":"Sedimentation; Geotechnical engineering; Grading (engineering); Geology; Mathematics; Mechanics; Physics; Engineering; Geomorphology; Civil engineering; Sediment","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":[0.0004472388,0.0001327767,0.0001644445,0.0004075692,0.00005837157,0.00005315024,0.00002938012,0.00006886559,0.000008407348],"category_scores_gemma":[0.00004139059,0.0001548416,0.00002864028,0.000652379,0.000009381939,0.0001405454,0.00001608282,0.00009863963,0.000006756782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009981878,"about_ca_system_score_gemma":0.00000328272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002743292,"about_ca_topic_score_gemma":0.0000421731,"domain_scores_codex":[0.9991727,0.00001353106,0.0003077558,0.0001701268,0.0001487242,0.0001871837],"domain_scores_gemma":[0.9996566,0.00007666805,0.00003144902,0.0001089854,0.00002921814,0.00009714411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001126437,0.00001316663,0.03637508,0.00007047607,0.0002117062,9.272803e-7,0.001392183,0.8912914,0.01124745,0.001025505,0.00001331285,0.05834747],"study_design_scores_gemma":[0.000260878,0.0000249715,0.2545707,0.0000157225,0.0001293922,0.000001311295,0.00006310584,0.7398479,0.003307615,0.00003115197,0.001578308,0.0001689287],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6832247,0.000108027,0.3160079,0.00002245455,0.000196587,0.0001133568,0.000001005621,0.0002131335,0.0001127793],"genre_scores_gemma":[0.9902822,0.00002999994,0.009483766,0.000008411161,0.00003665131,0.000009527389,0.0000972971,0.00002184937,0.00003032349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3070574,"threshold_uncertainty_score":0.6314256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265412462433702,"score_gpt":0.2993521209663752,"score_spread":0.2866979963420382,"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."}}