{"id":"W2071228802","doi":"10.1109/edoc.2008.61","title":"Introduction to Service Issues in Industrial IT Infrastructures","year":2008,"lang":"en","type":"article","venue":"","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ABB (Canada)","funders":"","keywords":"Obsolescence; Context (archaeology); Process (computing); Service (business); Computer science; Architecture; Risk analysis (engineering); Manufacturing engineering; Business; Process management; Engineering; Marketing","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":[0.0008616118,0.0009212128,0.0004586029,0.001460999,0.001553405,0.004280883,0.0010952,0.003581192,0.02109634],"category_scores_gemma":[0.001446404,0.0003934889,0.0007881434,0.003073821,0.002646896,0.005481289,0.001528311,0.003507768,0.004893482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002238691,"about_ca_system_score_gemma":0.0008485641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001774246,"about_ca_topic_score_gemma":0.00134334,"domain_scores_codex":[0.9992769,0.0001913547,0.00005977799,0.00009241385,0.0002449698,0.000134616],"domain_scores_gemma":[0.9988258,0.0006985197,0.00006363598,0.00005316351,0.0002541211,0.0001047372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000198063,0.00004884251,0.0003025322,0.0005636929,0.000009055487,0.000524908,0.0009905808,0.001549258,0.0009914523,0.7964678,0.1137044,0.08482766],"study_design_scores_gemma":[0.000003805357,0.00003058377,0.0002756564,0.0003334743,0.000006326709,0.0006091496,0.0004334209,0.001256605,0.0002472298,0.1781929,0.8185963,0.00001449836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007874876,0.2124013,0.1550804,0.07411919,0.01782882,0.0001284794,0.0002596877,0.0006066316,0.5317007],"genre_scores_gemma":[0.2191625,0.2625429,0.0586219,0.02948937,0.04690235,0.0003032818,0.0005565886,0.0005289311,0.3818922],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02109634,"threshold_uncertainty_score":0.07057434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095561091914329,"score_gpt":0.2519241830105449,"score_spread":0.2309685720914016,"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."}}