{"id":"W7008215603","doi":"","title":"Assessment of helical pile performance in lacustrine clay and glacial till deposits: a load testing study in Winnipeg, Manitoba","year":2024,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bedrock; Pile; Foundation (evidence); Load testing; Geotechnical investigation","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":[0.0003623601,0.0004460119,0.0002307444,0.001105829,0.001900435,0.0009270656,0.0007625943,0.0002677558,0.001569212],"category_scores_gemma":[0.001005831,0.0003834387,0.0001721051,0.001313743,0.001111331,0.0003300781,0.0008387683,0.0002429503,0.0002765125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008451295,"about_ca_system_score_gemma":0.006700314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.899879,"about_ca_topic_score_gemma":0.9793034,"domain_scores_codex":[0.999763,0.00002884302,0.000008939191,0.00004396576,0.00007317337,0.00008216126],"domain_scores_gemma":[0.9995884,0.00005688707,0.000068257,0.00002310625,0.0001722197,0.00009111498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000502466,0.0003753224,0.9043179,0.0001858912,0.00007829561,0.002720009,0.01772975,0.002761532,0.02622158,0.0007997581,0.0008135274,0.0434941],"study_design_scores_gemma":[0.00001135771,0.0001879502,0.977462,0.00003926687,0.00002510548,0.0002461899,0.01604069,0.001121399,0.001903145,0.00008191249,0.002864201,0.00001674439],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977183,0.00005012614,0.0002079203,0.00003798782,0.000001735919,0.00006414724,0.0002181806,0.000005637443,0.001695808],"genre_scores_gemma":[0.996305,0.0001163344,0.0009111276,0.0000288872,9.80618e-7,0.00003660282,0.0001997824,0.000004928735,0.002396349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.100121,"threshold_uncertainty_score":0.2014213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210715014815006,"score_gpt":0.211025626344391,"score_spread":0.1989184761962409,"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."}}