{"id":"W7024187766","doi":"","title":"Report on industrial attachment with Pratt & Whitney Canada (SEA) Pte Ltd","year":2009,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; World class; Aviation; Process (computing); Production (economics); Unit (ring theory); Total quality management","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0003406313,0.001205409,0.001258169,0.002559765,0.0002979409,0.00007315507,0.001968211,0.002840199,0.001528218],"category_scores_gemma":[0.0003559192,0.001039385,0.0002259346,0.003824258,0.0007814537,0.0001043096,0.0005398568,0.002564847,0.0009553275],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003965624,"about_ca_system_score_gemma":0.001645846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07285552,"about_ca_topic_score_gemma":0.4644662,"domain_scores_codex":[0.9945185,0.000222044,0.0004665306,0.001972665,0.001540662,0.001279625],"domain_scores_gemma":[0.995876,0.00008590836,0.001120251,0.002310128,0.0001507098,0.0004569744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003505149,0.000398174,0.004203048,0.00001461429,0.0003522895,0.01820944,0.000004089783,0.00002268606,0.00004677222,0.01245146,0.9625422,0.001404663],"study_design_scores_gemma":[0.001805572,0.0005263549,0.0004443261,0.0005479526,0.0002680882,0.0001755674,0.00006924285,0.000001480325,0.0001409674,0.00006961681,0.9946104,0.001340409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005884213,0.00008415835,0.0001810771,0.002471102,0.0004317841,0.001853352,0.0007148588,0.005756442,0.982623],"genre_scores_gemma":[0.0109323,0.00004639627,0.001015582,0.000212695,0.0002796252,0.000007698796,0.0007234766,0.0006536719,0.9861286],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3916106,"threshold_uncertainty_score":0.999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02738436129184469,"score_gpt":0.2215467556083268,"score_spread":0.1941623943164821,"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."}}