{"id":"W4405327925","doi":"10.1007/978-3-031-61535-1_15","title":"Large-Span Soil-Steel Structures in the Mining Industry","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Atlantic Industries (Canada); Western University","funders":"","keywords":"Span (engineering); Mining engineering; Engineering; Forensic engineering; Environmental science; Structural engineering; Geotechnical engineering; Geology","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":[0.00007095381,0.000180479,0.000079602,0.0002981992,0.0002892618,0.0004654473,0.0002796897,0.0004501289,0.00819391],"category_scores_gemma":[0.0001446278,0.0001164738,0.00008407072,0.0005870538,0.0002908849,0.0004460276,0.0003226647,0.0002572955,0.001100984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004577933,"about_ca_system_score_gemma":0.0003670501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587228,"about_ca_topic_score_gemma":0.01017725,"domain_scores_codex":[0.9999579,0.000008250438,0.000001233476,0.000006926554,0.00001904898,0.000006683588],"domain_scores_gemma":[0.9999646,0.00001598368,0.000003918993,0.000002285471,0.000007117703,0.000006021379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007631228,0.0001530628,0.008972434,0.0002836194,0.00001064051,0.001014787,0.001659771,0.03762406,0.01205975,0.3224815,0.02747232,0.5881916],"study_design_scores_gemma":[0.00001860169,0.0003651482,0.04747069,0.0003412708,0.00002004297,0.002132018,0.003728021,0.05433048,0.005038697,0.3668875,0.5196468,0.00002078179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3180961,0.03879374,0.04929218,0.002348142,0.000335929,0.00003763871,0.0001587906,0.0001324863,0.5908051],"genre_scores_gemma":[0.7799421,0.009707446,0.006474301,0.00008247285,0.0001359791,0.000009077608,0.0001181089,0.00002616168,0.2035043],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00819391,"threshold_uncertainty_score":0.02741134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008757621685012665,"score_gpt":0.1973023501629951,"score_spread":0.1885447284779824,"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."}}