{"id":"W2361320704","doi":"","title":"Design and Development of the Apparatus for Rectifying Perpendicular of Steel Post in a Pile Pouring Concrete","year":2004,"lang":"en","type":"article","venue":"","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Perpendicular; Inclinometer; Pile; Structural engineering; SIGNAL (programming language); Engineering; Interface (matter); Mechanical engineering; Computer science; Geology","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":[0.0001043806,0.0000394196,0.00006502841,0.00003369204,0.00002590223,0.000003128985,0.00003661767,0.00002215946,0.000002690871],"category_scores_gemma":[0.000008426584,0.00003185304,0.00001159511,0.00005299044,0.000008369783,0.00001881631,0.000009005062,0.00002717148,3.853661e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002472984,"about_ca_system_score_gemma":0.00003272678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001175299,"about_ca_topic_score_gemma":0.000007870744,"domain_scores_codex":[0.9996985,0.00000425216,0.0001463917,0.00005257985,0.00003953524,0.00005879885],"domain_scores_gemma":[0.9998379,0.00003815307,0.00001768839,0.00006796614,0.00002595178,0.00001238815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005399929,0.000002780662,0.0001163601,0.00004021087,0.000009580428,2.92069e-8,0.001582168,0.9025794,0.0940766,0.0005850996,0.000003247785,0.0009991626],"study_design_scores_gemma":[0.00143702,0.00001672965,0.003608907,0.0001097586,0.000009862557,0.000002298381,0.0007315043,0.4870002,0.5062922,0.0002523202,0.0003997628,0.0001393919],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5794744,0.0000554771,0.4200837,0.00001301129,0.00001102088,0.0002231509,6.599801e-7,0.00001577511,0.0001227659],"genre_scores_gemma":[0.8929781,0.000003205779,0.1069594,0.00000892202,0.000002275927,0.00003162126,0.000001058076,0.000006105112,0.000009328434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4155792,"threshold_uncertainty_score":0.1298929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03649716074609678,"score_gpt":0.2514599543230225,"score_spread":0.2149627935769258,"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."}}