{"id":"W2062075465","doi":"10.1520/gtj11779","title":"Model Pile Pull-Out Tests Using Polyethylene Sheets to Reduce Downdrag on Cast In Situ Piles","year":2004,"lang":"en","type":"article","venue":"Geotechnical Testing Journal","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geotechnical engineering; Pile; In situ; Geology; Polyethylene; Engineering; Forensic engineering; Materials science; Structural engineering; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042877,0.0003253898,0.0004242614,0.0002770816,0.0002679583,0.0001269239,0.0003143691,0.0002023409,0.00002333361],"category_scores_gemma":[0.0007663826,0.0003017239,0.00009511463,0.0004733737,0.0001051168,0.0001459201,0.000155685,0.0009363875,0.00005162835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003631135,"about_ca_system_score_gemma":0.0000880451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003044469,"about_ca_topic_score_gemma":0.00002407801,"domain_scores_codex":[0.9978822,0.00003407745,0.0007150094,0.0003245833,0.0003518076,0.0006923263],"domain_scores_gemma":[0.9991384,0.000118569,0.00009428736,0.0002640141,0.0001052657,0.0002795254],"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":[0.00001513634,0.00003880151,0.00002769668,0.00001334544,0.000007944685,0.00005620133,0.00003554573,0.6685215,0.3257085,0.00007542207,0.00004717617,0.005452771],"study_design_scores_gemma":[0.009769879,0.002890626,0.0293755,0.01018086,0.0002985903,0.0164357,0.000594051,0.4486236,0.383799,0.09026344,0.001065197,0.006703552],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975927,0.0001302552,0.02086199,0.0005819668,0.0004991437,0.0002053918,0.000009566054,0.0005544266,0.001230273],"genre_scores_gemma":[0.9685735,0.00002825285,0.03084569,0.0001393258,0.0003352535,0.00001539094,8.440145e-7,0.00004887996,0.00001292515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2198978,"threshold_uncertainty_score":0.9999435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06473069263152909,"score_gpt":0.2797915915320269,"score_spread":0.2150608989004978,"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."}}