{"id":"W6944030936","doi":"10.17603/ds2-z7zb-bq89","title":"Cyclic Direct Simple Shear tests - Effect of relative density","year":2022,"lang":"en","type":"dataset","venue":"Texas Advanced Computing Center","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relative density; Liquefaction; Shear (geology); Series (stratigraphy); Shear strength (soil); Artificial neural network","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001279992,0.001118127,0.002021104,0.0005565292,0.0003900004,0.00004771792,0.00119689,0.0003000534,0.003759783],"category_scores_gemma":[0.00128819,0.001103062,0.000574813,0.0009813445,0.0002614543,0.0002262895,0.002129032,0.001949533,0.001147398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007234256,"about_ca_system_score_gemma":0.00008604951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002773584,"about_ca_topic_score_gemma":0.00006674043,"domain_scores_codex":[0.9934474,0.001611959,0.001109935,0.001536598,0.001131934,0.001162181],"domain_scores_gemma":[0.9934404,0.00259993,0.001595935,0.001970151,0.0001583185,0.0002352493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005249081,0.0003105697,0.004660467,0.0004886832,0.000371806,0.0001460709,0.00004415125,0.003113074,0.0002202111,0.000003534592,0.9888566,0.001259892],"study_design_scores_gemma":[0.003140236,0.001056996,0.004705152,0.0005297798,0.0003586188,0.00006105719,0.000007203198,0.0001906627,0.001058903,0.00006195565,0.9877359,0.001093587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03938965,0.0002830039,0.00003449672,0.000007764497,0.001023905,0.001357213,0.9569415,0.0004386265,0.0005238503],"genre_scores_gemma":[0.03173578,0.0000223353,0.0003577305,0.00009993947,0.0001963403,0.00001717283,0.9672236,0.0002713512,0.00007573306],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01028212,"threshold_uncertainty_score":0.9996303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001775024084867,"score_gpt":0.2948645071996131,"score_spread":0.2848467569587644,"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."}}