{"id":"W2775812048","doi":"10.1144/qjegh2016-136","title":"Glacio-marine clay resistivity as a proxy for remoulded shear strength: correlations and limitations","year":2017,"lang":"en","type":"article","venue":"Quarterly Journal of Engineering Geology and Hydrogeology","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Geotechnical engineering; Electrical resistivity and conductivity; Shear (geology); Shear strength (soil); Geomorphology; Petrology; Soil science; Soil water","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":[],"consensus_categories":[],"category_scores_codex":[0.0003752919,0.000126332,0.0003306105,0.0001176136,0.0003346237,0.00003648885,0.0001433802,0.0001498474,0.00005256945],"category_scores_gemma":[0.001027039,0.0001047081,0.00006499312,0.00004869297,0.0002065263,0.0001884894,0.00001204874,0.0002977168,0.000006557592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002005067,"about_ca_system_score_gemma":0.00003354499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001662314,"about_ca_topic_score_gemma":0.0002007534,"domain_scores_codex":[0.9991505,0.00007282187,0.0002798863,0.0001659356,0.00006651626,0.0002643802],"domain_scores_gemma":[0.9979984,0.001398315,0.0002154185,0.0001381554,0.00009053804,0.0001591601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006225366,0.0001205909,0.2742764,0.00009136982,0.0002918249,0.0001040569,0.000751976,0.003431783,0.000391229,0.01646996,0.0001125389,0.7033358],"study_design_scores_gemma":[0.000832287,0.003127726,0.9045179,0.00001244889,0.00008039999,0.0004469454,0.00002874686,0.04963364,0.00004342545,0.0388819,0.00224515,0.0001494044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905564,0.0003500624,0.005446255,0.002665302,0.0003408772,0.0001226889,0.000005970961,0.0000130211,0.0004993845],"genre_scores_gemma":[0.9887288,0.00005433602,0.01082021,0.00004818805,0.0001656663,0.00000193284,0.000007806373,0.000003170009,0.0001699251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7031863,"threshold_uncertainty_score":0.4269874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01614202779664867,"score_gpt":0.2464605837973819,"score_spread":0.2303185560007333,"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."}}