{"id":"W2939614960","doi":"10.1139/cgj-2018-0754","title":"Statistical evaluation of model factors in reliability calibration of high-displacement helical piles under axial loading","year":2019,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serviceability (structure); Pile; Limit state design; Structural engineering; Geotechnical engineering; Displacement (psychology); Load factor; Safety factor; Mathematics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008764088,0.0006606993,0.0005356169,0.003616426,0.0003650956,0.0006848296,0.000884737,0.000640904,0.0006431058],"category_scores_gemma":[0.04093958,0.0003004628,0.0007892558,0.002229211,0.000717498,0.001170463,0.0005600292,0.0004300956,0.000325308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008767938,"about_ca_system_score_gemma":0.0006448329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002581994,"about_ca_topic_score_gemma":0.002954728,"domain_scores_codex":[0.9955922,0.001492802,0.0002749848,0.0006809716,0.00178916,0.0001698269],"domain_scores_gemma":[0.9598956,0.02390041,0.004870065,0.006020659,0.005048582,0.0002647082],"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":[0.0007474633,0.0002126261,0.3475616,0.0001910626,0.0002109652,0.0002492891,0.0004726414,0.5313825,0.01259915,0.002520781,0.0008093366,0.1030426],"study_design_scores_gemma":[0.00002314537,0.0008485217,0.20831,0.00003785499,0.00008115384,0.0005529118,0.0002772114,0.7661469,0.0198,0.002506042,0.001321316,0.00009495884],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.847802,0.0002311776,0.1490572,0.00002943811,0.000009517372,0.0001206379,0.0006905029,0.0007522489,0.001307241],"genre_scores_gemma":[0.9907347,0.00004106314,0.008387436,0.000003588868,0.000002895868,0.00004407844,0.0006549745,0.00003011414,0.0001010751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008764088,"threshold_uncertainty_score":0.04634947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925479406460098,"score_gpt":0.2384097877077378,"score_spread":0.2191549936431368,"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."}}