{"id":"W4402211885","doi":"10.1139/cgj-2023-0752","title":"Cyclic response of pre-failed and reinstalled single-helix piles in sand","year":2024,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"WEst Atlantic Marine Energy Community; Université Gustave Eiffel; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Geotechnical engineering; Geology; Pile; Engineering; Forensic engineering; Structural 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000579058,0.000142306,0.0002198342,0.0005115674,0.00003739488,0.0000791987,0.0001312386,0.0002281501,0.00004027382],"category_scores_gemma":[0.0003661277,0.0001389882,0.00006135492,0.0004068837,0.0000660505,0.0001107367,0.00001652899,0.0006111633,0.000003738375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002912221,"about_ca_system_score_gemma":0.0001427631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006818341,"about_ca_topic_score_gemma":0.001507173,"domain_scores_codex":[0.9989324,0.00004853924,0.0004036762,0.0001494929,0.0001386071,0.0003272391],"domain_scores_gemma":[0.9992582,0.0001660001,0.00001761451,0.0001508574,0.00002855717,0.0003787629],"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":[0.00009095891,0.00001863839,0.00009224519,0.0001860904,0.0000372406,0.0003281825,0.0002447211,0.9418804,0.03826998,0.0004790952,0.0006085962,0.01776387],"study_design_scores_gemma":[0.0008161159,0.0003254813,0.03062633,0.001244563,0.00003970868,0.0005661565,0.00007297008,0.932052,0.00218048,0.001688655,0.02980165,0.0005859127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866961,0.003301131,0.008654447,0.0004625787,0.000242557,0.000137808,0.00001647674,0.00023532,0.0002536122],"genre_scores_gemma":[0.9993929,0.0002706812,0.0001902772,0.00001820064,0.00005010122,0.000006129894,0.00000235858,0.00003454634,0.00003484516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0360895,"threshold_uncertainty_score":0.5667773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007121745511572356,"score_gpt":0.1957206192960934,"score_spread":0.188598873784521,"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."}}