{"id":"W2668986975","doi":"10.4050/f-0070-2014-9558","title":"Advanced Multi Axis Trim and Drill Cell for Low Volume, Multiple Part Configuration in a JIT Environment","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced Surface Polishing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Trim; Drill; Volume (thermodynamics); Computer science; Engineering; Mechanical engineering; Operating system; Physics","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":[0.0001390959,0.0001489607,0.0001753778,0.00005157027,0.00002966945,0.00001978989,0.00006822261,0.00008206029,0.00002593067],"category_scores_gemma":[0.00008162219,0.0001562474,0.00002752257,0.0000349788,0.00002406263,0.0002254015,0.00001952875,0.00008849605,0.00001301459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007605299,"about_ca_system_score_gemma":0.000002815463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000251868,"about_ca_topic_score_gemma":0.00007929639,"domain_scores_codex":[0.9992586,0.00001648309,0.0002157508,0.0002094734,0.00006818721,0.0002315464],"domain_scores_gemma":[0.9995855,0.0001198926,0.00002933957,0.0001964856,0.0000104163,0.00005838475],"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":[0.0001012223,0.0002234076,0.01022596,0.0005022286,0.00002191426,0.000001788121,0.001194697,0.5320898,0.3555023,0.0004068068,0.004246742,0.09548313],"study_design_scores_gemma":[0.001607901,0.00007708192,0.001861807,0.0000288265,0.000004414642,3.972304e-7,0.00005479054,0.6714289,0.2385193,0.0003143169,0.08580685,0.0002954278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1800478,0.0001197282,0.8178393,0.00004584747,0.00007534198,0.0006792057,0.00001712238,0.0004451155,0.0007304896],"genre_scores_gemma":[0.8269737,0.0001084384,0.1720129,0.00003518784,0.00001857879,0.0001648723,0.00001893883,0.00003479295,0.0006326567],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6469259,"threshold_uncertainty_score":0.6371585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00801053307117747,"score_gpt":0.2038320257426566,"score_spread":0.1958214926714791,"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."}}