{"id":"W2009726570","doi":"10.1139/t08-025","title":"Evaluation of soil state from SBP and CPT: A case history","year":2008,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Interpretation (philosophy); Geotechnical engineering; State (computer science); Finite element method; Simple (philosophy); Structural engineering; Mathematics; Computer science; Engineering; Algorithm","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004432344,0.0001399744,0.0001974856,0.0001987548,0.00009039433,0.00001260095,0.0001141012,0.0001592676,0.0001732258],"category_scores_gemma":[0.0001606558,0.0001408661,0.00006296275,0.00008570113,0.0001064227,0.00008454597,0.00001158111,0.0005570409,0.000002830347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008184005,"about_ca_system_score_gemma":0.0004395545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02140283,"about_ca_topic_score_gemma":0.0125538,"domain_scores_codex":[0.9989065,0.000044153,0.0002954544,0.0001221608,0.0003468552,0.0002848723],"domain_scores_gemma":[0.9990485,0.00004761797,0.00003915628,0.000177433,0.0001389085,0.0005483831],"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":[0.00000335701,0.000005608629,0.00002733496,0.00001104628,0.0000744728,0.001344355,0.0001852254,0.9696507,0.0008022953,0.00005518525,0.004559944,0.02328045],"study_design_scores_gemma":[0.0008894285,0.00007000074,0.007034178,0.0000592945,0.0001512223,0.01909883,0.0000431328,0.9458728,0.000222525,0.005368179,0.02077755,0.0004128139],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984813,0.005648391,0.008311779,0.00009226077,0.0004112528,0.00009131429,0.00003450359,0.00010895,0.0004885205],"genre_scores_gemma":[0.9991767,0.0002416451,0.000397754,0.00004025615,0.00008776863,0.000003843885,0.000002779426,0.0000239051,0.00002533697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02377788,"threshold_uncertainty_score":0.9851137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944265757131829,"score_gpt":0.1983497378507308,"score_spread":0.1789070802794125,"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."}}