{"id":"W2049827259","doi":"10.1139/l08-062","title":"Strength predictions of pile caps by a strut-and-tie model approach","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pile; Structural engineering; Compatibility (geochemistry); Reinforced concrete; Building code; Pile cap; Geotechnical engineering; 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":[0.00005487016,0.0001707645,0.000271648,0.0003151299,0.00005173411,0.00001484793,0.0001617355,0.00009189399,0.00003419798],"category_scores_gemma":[0.00003589865,0.0001818803,0.00008404145,0.0001650982,0.00005161042,0.0002227462,0.000006958025,0.0003310835,3.932812e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001510172,"about_ca_system_score_gemma":0.0002201503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002809678,"about_ca_topic_score_gemma":0.0004970079,"domain_scores_codex":[0.9990924,0.000003970118,0.0003661061,0.00007903307,0.0001597366,0.0002987366],"domain_scores_gemma":[0.9991717,0.00002155738,0.00006535429,0.0001355678,0.00007259674,0.0005331681],"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":[0.000001555875,3.543641e-7,0.0003169602,0.00004670579,0.00006410186,0.0000192824,0.0004037222,0.9920406,0.004821793,0.0001036852,0.00185654,0.0003246646],"study_design_scores_gemma":[0.0004555328,0.00006123098,0.001002725,0.00007093496,0.00006262649,0.0006850339,0.00007364743,0.9933823,0.002658129,0.00001306279,0.001272804,0.0002620094],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203122,0.002504208,0.07354116,0.00001063863,0.0004317805,0.0001112873,0.0001538693,0.00007216386,0.002862731],"genre_scores_gemma":[0.9967692,0.00008092907,0.002983602,0.000003761882,0.00006368342,0.000002888483,0.000006293874,0.00003867425,0.00005094214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07645707,"threshold_uncertainty_score":0.7416862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009418463893989367,"score_gpt":0.1665326914820049,"score_spread":0.1571142275880155,"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."}}