{"id":"W4415167283","doi":"10.3390/buildings15203696","title":"Correction: Ahmadianroohbakhsh et al. Approximating Helical Pile Pullout Resistance Using Metaheuristic-Enabled Fuzzy Hybrids. Buildings 2023, 13, 347","year":2025,"lang":"en","type":"article","venue":"Buildings","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pile; Fuzzy logic; Finite element method","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002392777,0.002314231,0.001813608,0.003310161,0.002123164,0.004028213,0.003084283,0.004746477,0.06781311],"category_scores_gemma":[0.04210517,0.0007729045,0.001550899,0.002371724,0.002220377,0.002205112,0.002074848,0.007163572,0.03711299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002771924,"about_ca_system_score_gemma":0.004226359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0207449,"about_ca_topic_score_gemma":0.01699073,"domain_scores_codex":[0.9973273,0.0003219215,0.0003375253,0.0004135052,0.001406088,0.0001935971],"domain_scores_gemma":[0.9802438,0.002866351,0.0007218584,0.0009322884,0.01453233,0.0007034451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003499393,0.000004520108,0.00005895718,0.0001964945,0.00001329667,0.0001431352,0.00003954425,0.000104749,0.00007514141,0.0008392433,0.992551,0.005939092],"study_design_scores_gemma":[0.00002895429,0.00001835409,0.0006202601,0.0002707022,0.000031542,0.0004116047,0.000109274,0.0004442855,0.0004553865,0.0008886647,0.9966893,0.00003166845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002602463,0.001455824,0.001355736,0.02134831,0.9709166,0.00002297826,0.001674836,0.0003820105,0.002583369],"genre_scores_gemma":[0.04648459,0.01822821,0.01016665,0.04483193,0.512917,0.0003216541,0.008501271,0.003055071,0.3554937],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06781311,"threshold_uncertainty_score":0.2268574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009285314522379734,"score_gpt":0.2380828827927892,"score_spread":0.2287975682704094,"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."}}