{"id":"W4392109517","doi":"10.1007/s10706-024-02753-0","title":"Field Lateral Behaviour of Full-Scale Screw Micropiles in Cohesive and Cohesionless Soils","year":2024,"lang":"en","type":"article","venue":"Geotechnical and Geological Engineering","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geotechnical engineering; Geology; Hydrogeology; Soil water; Field (mathematics); Scale (ratio); Scale effects; Soil science; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0001407799,0.0002055776,0.0003217978,0.0001411735,0.00001914508,0.00003147863,0.00009454562,0.0003259357,0.00002235187],"category_scores_gemma":[0.00008094129,0.0001767355,0.00005303034,0.0002498154,0.00006241045,0.00007764118,0.00009274687,0.0004439474,0.000002528929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001989968,"about_ca_system_score_gemma":0.000005390739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000293878,"about_ca_topic_score_gemma":0.000007636198,"domain_scores_codex":[0.9989775,0.00001081213,0.0003428743,0.000265762,0.0001049038,0.0002981178],"domain_scores_gemma":[0.9995211,0.0002208351,0.00001101406,0.0001234066,0.00001648958,0.000107172],"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":[0.00002848571,0.00005027273,0.001266754,0.001210127,0.0000294098,0.00008831383,0.0001392049,0.9353696,0.04645824,0.003490259,0.00006389487,0.01180542],"study_design_scores_gemma":[0.0002678474,0.0002508028,0.03548385,0.000454455,0.00002686864,0.00009468536,0.00001949743,0.958942,0.002706163,0.0005385185,0.0008085863,0.0004067329],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803343,0.002925884,0.01567876,0.0001584849,0.0001078706,0.0001369213,0.000008651939,0.0005968048,0.00005229258],"genre_scores_gemma":[0.9984899,0.0006196552,0.0007782531,0.00001410836,0.0000315927,0.00002595507,0.000006274995,0.00002116941,0.0000130794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04375207,"threshold_uncertainty_score":0.7207066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004928684277423315,"score_gpt":0.1896652421645963,"score_spread":0.1847365578871729,"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."}}