{"id":"W3017428032","doi":"10.1680/jgeot.19.p.373","title":"Results of a critical state line testing round robin programme","year":2020,"lang":"en","type":"article","venue":"Géotechnique","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Klohn Crippen Berger (Canada); Université du Québec en Abitibi-Témiscamingue; University of Toronto; Golder Associates (Canada); BGC Engineering (Canada)","funders":"","keywords":"Silt; Void ratio; Round robin test; Tailings; Geotechnical engineering; Environmental science; Geology; Engineering; Materials science; Mathematics; Metallurgy; Statistics","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":[0.0002505649,0.0001705608,0.0002484077,0.00005184826,0.00002128282,0.00001892566,0.0001907393,0.0001624598,0.000002888189],"category_scores_gemma":[0.001547417,0.0001781941,0.00005852434,0.0004569209,0.00003717805,0.00005864622,0.00005799182,0.0004546774,0.000009450011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003102844,"about_ca_system_score_gemma":0.00002058247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002672332,"about_ca_topic_score_gemma":0.000001759103,"domain_scores_codex":[0.9988728,0.00001609124,0.0004061292,0.0001988064,0.0001525894,0.0003536142],"domain_scores_gemma":[0.9993169,0.0001579907,0.00002728989,0.0002287528,0.00008224555,0.0001868246],"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":[0.00008895611,0.0001953335,0.000004096441,0.001691721,0.00005437163,0.0001289734,0.0006401928,0.6012558,0.2445593,0.005454126,0.001458325,0.1444688],"study_design_scores_gemma":[0.0003452075,0.0004678229,0.00001509929,0.0001291121,0.00001502541,0.00001503637,0.00001261586,0.8251196,0.1678463,0.0019096,0.003809454,0.0003151039],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03162868,0.0001598957,0.9591893,0.001470542,0.0001469123,0.0004697867,0.00007092089,0.005403505,0.001460475],"genre_scores_gemma":[0.9514553,0.00001251562,0.04830128,0.00005982326,0.00006283738,0.00003956235,0.000006826463,0.00004905028,0.00001283238],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9198266,"threshold_uncertainty_score":0.7266544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04084622348175961,"score_gpt":0.2388152179616455,"score_spread":0.1979689944798858,"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."}}