{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001595294,0.0008017696,0.0004141372,0.00217137,0.003271118,0.004267464,0.001251919,0.001541148,0.4140461],"category_scores_gemma":[0.003254991,0.0004844689,0.0002977247,0.002242558,0.0005019208,0.001632424,0.001954064,0.00146423,0.1994193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005349687,"about_ca_system_score_gemma":0.01401152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1534988,"about_ca_topic_score_gemma":0.2349257,"domain_scores_codex":[0.9967465,0.0001073653,0.00008662162,0.0002640144,0.002453141,0.0003422379],"domain_scores_gemma":[0.9942181,0.000281837,0.0001279756,0.0003212238,0.004019874,0.001030986],"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":[0.00004178483,0.00009701653,0.0009094346,0.00007566992,0.000002613077,0.000206672,0.0001945256,0.0001005627,0.0008916864,0.001354021,0.8848736,0.1112525],"study_design_scores_gemma":[0.000002745613,0.00003100668,0.001516718,0.0000316113,0.000001093118,0.0000737321,0.0001311992,0.00003348908,0.0004078338,0.00006652145,0.9976992,0.000004980162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005435544,0.00282771,0.001929865,0.006106277,0.004991433,0.000591183,0.005162905,0.0008578134,0.9720973],"genre_scores_gemma":[0.002471921,0.0006936612,0.0003080302,0.0001960112,0.0001135643,0.00003322614,0.0009827588,0.0001483772,0.9950525],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4140461,"threshold_uncertainty_score":0.8357921,"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."}}