{"id":"W1978871379","doi":"10.1680/geolett.14.00051","title":"On the distinct phenomena of suffusion and suffosion","year":2014,"lang":"en","type":"article","venue":"Géotechnique Letters","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Instability; Hydraulic conductivity; Mechanics; Conductivity; Geotechnical engineering; Geology; Soil water; Chemistry; Soil science; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001978548,0.00009268374,0.00009484609,0.000044328,0.00003109465,0.000007310079,0.00008932799,0.00003977815,0.000008916693],"category_scores_gemma":[0.00002633195,0.00006611499,0.00002445213,0.0000707004,0.00003387955,0.00002044961,0.00002202943,0.0001412449,0.000003731681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001572437,"about_ca_system_score_gemma":7.647664e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000762937,"about_ca_topic_score_gemma":8.861636e-7,"domain_scores_codex":[0.9995992,0.0000184832,0.0001021729,0.00008316508,0.00008098307,0.0001160219],"domain_scores_gemma":[0.9996347,0.0001168967,0.00001458881,0.0002041086,0.000004875279,0.00002477563],"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":[0.00002497694,0.00003175785,0.0003301422,0.0002935586,0.00003126781,0.000003693216,0.0004504546,0.02430646,0.8767273,0.02853633,0.02105503,0.04820904],"study_design_scores_gemma":[0.001431305,0.0006313564,0.04834181,0.001113467,0.0000769196,0.00003693982,0.00005665577,0.3915271,0.4308431,0.008130568,0.1158698,0.001940926],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7963735,0.00001846978,0.1990644,0.00166243,0.0000951448,0.000124215,0.000003358835,0.0003646003,0.002293769],"genre_scores_gemma":[0.9989126,0.00001577151,0.0006231464,0.0003641143,0.00004147353,0.00001273999,0.000002322035,0.0000188006,0.000009081155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4458841,"threshold_uncertainty_score":0.2696091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00335015125633737,"score_gpt":0.1556502200963263,"score_spread":0.1523000688399889,"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."}}