{"id":"W601437654","doi":"10.1002/9780470284704","title":"Risk Assessment in Geotechnical Engineering","year":2008,"lang":"en","type":"book","venue":"","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":1119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geotechnical engineering; Geology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002576801,0.00138177,0.0009892249,0.002294293,0.000949076,0.003841717,0.001365028,0.002365837,0.05862509],"category_scores_gemma":[0.007980973,0.0003835608,0.0007543816,0.00204694,0.001262175,0.003406774,0.001606246,0.002471247,0.01330285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001991092,"about_ca_system_score_gemma":0.001380301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002015851,"about_ca_topic_score_gemma":0.00185773,"domain_scores_codex":[0.9985126,0.0005143812,0.00009744874,0.0001959386,0.0006255558,0.00005404507],"domain_scores_gemma":[0.9969211,0.001363566,0.0002306853,0.0001981945,0.001170911,0.0001155421],"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":[0.00005806237,0.00005201382,0.001733245,0.001090483,0.00009378627,0.0002316935,0.0002654804,0.02073736,0.0006676984,0.2101813,0.4459463,0.3189426],"study_design_scores_gemma":[0.00001105061,0.0001071046,0.002808553,0.002048347,0.00004076447,0.0004034493,0.0005026182,0.01332397,0.0005388903,0.424262,0.5558839,0.00006922375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.007800971,0.2798837,0.322756,0.05652236,0.03816848,0.0004278179,0.0036783,0.001243572,0.2895189],"genre_scores_gemma":[0.2256723,0.2553878,0.09206576,0.007096085,0.02688394,0.0007032954,0.005059658,0.0007563551,0.3863749],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05862509,"threshold_uncertainty_score":0.1961204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004771382658819608,"score_gpt":0.194089679089377,"score_spread":0.1893182964305574,"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."}}