{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001341372,0.00007477591,0.00007911651,0.00006047059,0.0000480771,0.00001357736,0.0001495569,0.00004992599,0.003023553],"category_scores_gemma":[0.00003271584,0.00006453838,0.00001215829,0.000403715,0.00002459957,0.0001299444,0.0001481577,0.00009025492,0.0005152493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000607169,"about_ca_system_score_gemma":0.000001980131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002992582,"about_ca_topic_score_gemma":0.0005871012,"domain_scores_codex":[0.999319,0.00002496057,0.0001357189,0.0002194268,0.0001614904,0.0001393861],"domain_scores_gemma":[0.9997583,0.000007092422,0.00001942051,0.000172506,0.000002945376,0.00003972938],"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":[0.00001666253,0.00002323699,0.08625917,0.000001461142,0.000001935474,0.000003878127,0.0004838662,0.003927832,0.001689408,0.00006182245,0.8923594,0.0151713],"study_design_scores_gemma":[0.0002511627,0.00008382057,0.1892155,0.000007997378,0.000002663864,0.000007398823,0.0002097977,0.0002898608,0.01111983,0.0007593465,0.7978412,0.000211463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391187,0.00000227526,0.0004287675,0.02460291,0.0001655612,0.0002185065,4.048005e-7,0.0001306998,0.0353322],"genre_scores_gemma":[0.98146,0.00002610976,0.007404683,0.002651541,0.0006124608,0.00001731396,0.000004196803,0.000008996143,0.007814666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1029563,"threshold_uncertainty_score":0.9978878,"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."}}