{"id":"W4246789649","doi":"10.1504/ijmtm.2016.077804","title":"Process specification language for management of MEMS device development - a step towards standardisation","year":2016,"lang":"en","type":"article","venue":"International Journal of Manufacturing Technology and Management","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Terminology; Computer science; Systems engineering; Software engineering; Process (computing); XML; Abstraction; Markup language; Engineering; Manufacturing engineering; Programming language; World Wide Web","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":[0.000217328,0.0001123196,0.0001394226,0.0004940282,0.00003140945,0.00001766706,0.0002813079,0.00005950592,0.00002294607],"category_scores_gemma":[0.00000568452,0.00008491081,0.00003350588,0.00005648653,0.00003150297,0.0001617,0.00005908967,0.00005073482,0.000001291364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001054909,"about_ca_system_score_gemma":0.00000799867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.519414e-7,"about_ca_topic_score_gemma":0.000001265001,"domain_scores_codex":[0.9991217,0.000003870786,0.0003898265,0.0001167396,0.0002546079,0.0001133056],"domain_scores_gemma":[0.99954,0.00001337025,0.0002018829,0.00009387903,0.0001260948,0.00002479818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001233439,0.00004586506,0.00008942452,0.0007460231,0.0007476236,0.00001855537,0.0002802904,0.003499856,0.000331016,0.003787905,0.0001787324,0.9901513],"study_design_scores_gemma":[0.002603861,0.00008886206,0.008065266,0.001018796,0.0001193807,0.0000313474,0.001108152,0.0003436528,0.9340456,0.004640692,0.04764821,0.0002862419],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4656916,0.0002755886,0.5312919,0.0007802375,0.0003949954,0.0002906926,0.000008606949,0.00008546559,0.001180955],"genre_scores_gemma":[0.969328,0.0009070282,0.0294913,0.00001053828,0.00003809522,0.00003322814,0.000004366527,0.00001411393,0.0001733476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9898651,"threshold_uncertainty_score":0.3462562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032438485601633,"score_gpt":0.2536648717751593,"score_spread":0.243340486919143,"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."}}