{"id":"W2353075817","doi":"","title":"Application of Waterproof with Triple Tubes Directional Jet in Excavated and Cast-in-place Pile under Water","year":2003,"lang":"en","type":"article","venue":"West-china Exploration Engineering","topic":"Tunneling and Rock Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Pile; Geotechnical engineering; Geology; Inflow; Water channel; Casting; Jet (fluid); Compression (physics); Materials science; Engineering; Composite material; Geomorphology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001679117,0.0001530194,0.00016859,0.0002119113,0.00002525879,0.00001411779,0.00003830436,0.00006914253,0.000008170264],"category_scores_gemma":[0.00001113872,0.0001253139,0.00001406601,0.0002181976,0.000005730852,0.0002629938,0.000008134455,0.0001414707,0.000004248134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000594047,"about_ca_system_score_gemma":0.000008545921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004629623,"about_ca_topic_score_gemma":0.0001206204,"domain_scores_codex":[0.9992806,0.00001759485,0.0002436969,0.000161325,0.0001064795,0.0001902476],"domain_scores_gemma":[0.9997975,0.00001826041,0.00001282973,0.0001107076,0.00002249338,0.00003819601],"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":[0.00001162142,0.00002251314,0.0006265948,0.00007311819,0.00000842906,0.000001656447,0.0009341523,0.904142,0.09350582,0.0004995938,0.000004048835,0.0001704718],"study_design_scores_gemma":[0.0006981376,0.00003963608,0.001990155,0.00006839998,0.000007056041,0.00001501612,0.0001698453,0.7451776,0.251124,0.0001719692,0.0003079023,0.0002302992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7270542,0.0001354572,0.2722742,0.00002474101,0.0001327292,0.0001695087,0.000002649939,0.000132917,0.00007360035],"genre_scores_gemma":[0.9982563,0.00004940375,0.001503804,0.00000362696,0.00001871765,0.00008269095,0.00003177261,0.00003708222,0.00001666067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.271202,"threshold_uncertainty_score":0.5110151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005300982509596665,"score_gpt":0.1744876545558972,"score_spread":0.1691866720463006,"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."}}