{"id":"W2131710373","doi":"10.1139/l03-075","title":"An evaluation of pile cap design methods in accordance with the Canadian design standard","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pile; Limit state design; Design methods; Structural engineering; Engineering; Computer science; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002289484,0.0001783269,0.0003012361,0.0007586897,0.0000730587,0.00006950367,0.0003406973,0.00007635141,0.00006233646],"category_scores_gemma":[0.000187597,0.0001459416,0.00005604706,0.0006780011,0.00003868892,0.0002541174,0.000002369662,0.0003758505,6.158619e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00182061,"about_ca_system_score_gemma":0.002482827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08292083,"about_ca_topic_score_gemma":0.9459811,"domain_scores_codex":[0.9986686,0.0001278647,0.0003488825,0.0001059037,0.0003461908,0.0004025404],"domain_scores_gemma":[0.9987552,0.00009297005,0.0000879006,0.0002414898,0.0003079719,0.0005144806],"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":[0.000006606033,7.692299e-7,0.000197945,0.00001247773,0.0000707166,0.00003043955,0.0007199242,0.9914722,0.005975721,0.00004541225,0.00004191814,0.001425845],"study_design_scores_gemma":[0.002264961,0.0004721171,0.02647033,0.0007165733,0.0005193019,0.000359884,0.0006918286,0.8226084,0.1430731,0.001197622,0.0007486423,0.000877317],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.176989,0.00246407,0.8193873,0.0001600786,0.0003498694,0.0003078085,0.00001025562,0.00002800577,0.0003035708],"genre_scores_gemma":[0.9493506,0.000008330645,0.0505202,0.00001208041,0.00005950755,0.000006601307,9.20859e-7,0.00004020721,0.000001563695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8630603,"threshold_uncertainty_score":0.9231861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010714697554035,"score_gpt":0.2688293779476721,"score_spread":0.2387222309721318,"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."}}