{"id":"W2805314208","doi":"10.1061/9780784481639.007","title":"Modelling the Behaviour and Efficiency of Minipile Groups in Clay","year":2018,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"Engineering and Physical Sciences Research Council","keywords":"Pile; Centrifuge; Geotechnical engineering; Settlement (finance); Block (permutation group theory); Perimeter; Structural engineering; Group (periodic table); Structural load; Engineering; Grid; Geology; Mathematics; Geometry; Computer science","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":[0.0002879877,0.0003376012,0.0003015038,0.00052566,0.0003011106,0.0007334264,0.0006930421,0.001025524,0.001125204],"category_scores_gemma":[0.0008296758,0.0003678617,0.000437422,0.0003814746,0.0005869964,0.0004928685,0.0004750763,0.0002512304,0.0002685479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005752745,"about_ca_system_score_gemma":0.0004883296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01119184,"about_ca_topic_score_gemma":0.009977713,"domain_scores_codex":[0.9998834,0.00001539322,0.000006514246,0.000020837,0.00002185916,0.00005199708],"domain_scores_gemma":[0.9995613,0.0001868056,0.0000989047,0.00004435703,0.00004938653,0.00005939091],"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":[0.0001110732,0.00007401681,0.007677102,0.00003435038,0.00001098807,0.0001752396,0.0001096063,0.9736235,0.0146674,0.0003960855,0.00004861155,0.003071965],"study_design_scores_gemma":[0.000006192473,0.0000998317,0.002165624,0.000004083033,0.0000053136,0.00002920558,0.0000597783,0.9947951,0.002587644,0.000155132,0.00008511221,0.000006992601],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992444,0.00001919161,0.006308291,0.00000953319,0.000002088896,0.00001519724,0.0000278923,0.00003069877,0.001143127],"genre_scores_gemma":[0.9975936,0.00001719519,0.001785504,0.000001754647,3.859781e-7,0.000008929233,0.00001584213,0.000006743475,0.0005701283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01119184,"threshold_uncertainty_score":0.02225339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009321509637014311,"score_gpt":0.1934711246780016,"score_spread":0.1841496150409873,"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."}}