{"id":"W4206103979","doi":"10.33915/etd.10199","title":"Investigation of Foundation Failures","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Engineering; Action (physics); Durability; Construction engineering; Structural engineering; Forensic engineering; Computer science; Political science; Physics; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001430956,0.0008653199,0.0005149748,0.006356426,0.001214899,0.0008629074,0.001029102,0.0008045654,0.004661287],"category_scores_gemma":[0.003592684,0.0003577053,0.0004722898,0.002464187,0.000488656,0.001059416,0.001407827,0.0009298007,0.001894323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000616754,"about_ca_system_score_gemma":0.0009914336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005801701,"about_ca_topic_score_gemma":0.009923972,"domain_scores_codex":[0.9985235,0.0001375134,0.0001510141,0.0001547673,0.0008112744,0.0002218581],"domain_scores_gemma":[0.9959753,0.0003697551,0.0009418383,0.0002053188,0.002298411,0.0002093135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009403317,0.0004643356,0.4826486,0.002752258,0.000190831,0.01220165,0.0091073,0.003556866,0.07462058,0.003321164,0.03190852,0.3782876],"study_design_scores_gemma":[0.00005448885,0.002748741,0.6957504,0.001716196,0.0002588689,0.01316395,0.01876718,0.009822302,0.05190656,0.002240651,0.2033037,0.0002669873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8756222,0.007851331,0.0298155,0.001003612,0.0006499838,0.002034325,0.008399641,0.0009294398,0.07369407],"genre_scores_gemma":[0.9439022,0.004257592,0.01737393,0.0003067917,0.00007718972,0.0005150268,0.003771266,0.0001132501,0.02968275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006356426,"threshold_uncertainty_score":0.01559359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006841652674249893,"score_gpt":0.1987322629932561,"score_spread":0.1918906103190062,"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."}}