{"id":"W2883466671","doi":"10.1115/1.2001-feb-9","title":"Detroit, We Are Here!","year":2001,"lang":"en","type":"article","venue":"Mechanical Engineering","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software; Automotive industry; Manufacturing engineering; Engineering; Order (exchange); Investment (military); Production (economics); Return on investment; Software engineering; Computer science; Business; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.00005475904,0.0001500823,0.0001456265,0.00006722679,0.00002691989,0.00003349531,0.00012323,0.00008836458,0.000132069],"category_scores_gemma":[0.00002607277,0.0001546612,0.00004574725,0.0001567006,0.000002682861,0.0001008714,0.00002272195,0.0001671169,0.00005586276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004664533,"about_ca_system_score_gemma":0.000002455968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001843284,"about_ca_topic_score_gemma":0.000002241276,"domain_scores_codex":[0.9993231,0.000002838668,0.0001552914,0.0001380255,0.000116997,0.000263741],"domain_scores_gemma":[0.9996985,0.00002060823,0.00001376632,0.0001547524,0.00001435425,0.00009797246],"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":[0.000001990221,0.000006747204,0.00002147973,0.00007914378,0.00001219616,0.00001550915,0.00001460463,0.99379,0.001029809,0.000524099,0.0001237135,0.004380752],"study_design_scores_gemma":[0.0001586658,0.0000108109,0.0001209238,0.00005867068,0.000007162931,0.00001665872,0.00001170517,0.9663686,0.01090579,0.000130641,0.02199459,0.0002157506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04530849,0.0006908075,0.9507544,0.0001114843,0.000550739,0.00008792015,0.000001965437,0.001414005,0.001080198],"genre_scores_gemma":[0.9943487,0.0002981666,0.004915011,0.00002375895,0.0001554641,0.00001774734,0.00000299354,0.00005462284,0.0001835456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9490402,"threshold_uncertainty_score":0.63069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008550657365716162,"score_gpt":0.1818865509813406,"score_spread":0.1733358936156244,"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."}}