{"id":"W2162188455","doi":"10.4236/ib.2010.21003","title":"A Systematic Framework of Equipment Maintenance and Service with Application to Wire Bonder","year":2010,"lang":"en","type":"article","venue":"iBusiness","topic":"Technology Assessment and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Union of Biochemistry and Molecular Biology","funders":"","keywords":"Quality function deployment; Service (business); Mechatronics; Engineering; Reliability engineering; Process (computing); Manufacturing engineering; Function (biology); Systems engineering; Computer science; Value engineering; Operations management; Control engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007067552,0.002149607,0.001254367,0.007177528,0.002424158,0.00454868,0.003601468,0.002610324,0.002470749],"category_scores_gemma":[0.005788333,0.00117531,0.002535805,0.004193985,0.005908495,0.003837236,0.002325346,0.002467841,0.0009398727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006451513,"about_ca_system_score_gemma":0.01374242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02003902,"about_ca_topic_score_gemma":0.01619776,"domain_scores_codex":[0.993879,0.002335814,0.0007603082,0.0008162896,0.001885436,0.000323142],"domain_scores_gemma":[0.9953958,0.001616199,0.0006001355,0.0005562836,0.00163883,0.0001926262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001548788,0.0001227005,0.0008405483,0.0006460621,0.00003527418,0.0005520939,0.001085403,0.03586043,0.001576647,0.8950019,0.002048983,0.06221437],"study_design_scores_gemma":[0.00005472541,0.0003484534,0.002206974,0.001886714,0.00009913915,0.001002089,0.001342434,0.1924918,0.003496019,0.6806663,0.1162305,0.0001749724],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001525766,0.0009065904,0.9911186,0.0004608157,0.00004112566,0.0004794439,0.0001225629,0.0002054062,0.005139688],"genre_scores_gemma":[0.03393922,0.001254145,0.9616007,0.0001125728,0.00005353307,0.001116343,0.0002304578,0.00003971326,0.0016533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02003902,"threshold_uncertainty_score":0.04680926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002757828331044521,"score_gpt":0.2032150844191825,"score_spread":0.200457256088138,"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."}}