{"id":"W4244384696","doi":"10.1109/mitp.2015.80","title":"Masthead","year":2015,"lang":"en","type":"paratext","venue":"IT Professional","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute for Information Industry, Ministry of Science and Technology, Taiwan; Northwestern Polytechnical University; Politecnico di Torino; University of Washington; Portland State University; Lakehead University; Northwestern University; Johns Hopkins University; Tata Consultancy Services; North Dakota State University","keywords":"Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008432319,0.00126627,0.0007774193,0.003065488,0.002754268,0.007656268,0.001441246,0.002414286,0.9309326],"category_scores_gemma":[0.005094281,0.0007821896,0.0007118094,0.002465356,0.0006632986,0.004998389,0.004064021,0.002319599,0.9057622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131693,"about_ca_system_score_gemma":0.002133946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004638089,"about_ca_topic_score_gemma":0.01317281,"domain_scores_codex":[0.999271,0.0000925102,0.0000337811,0.0001002853,0.0003732331,0.0001291848],"domain_scores_gemma":[0.9974745,0.0004457972,0.00009692002,0.0002968228,0.0009305461,0.0007553925],"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":[0.00002997389,0.00002134608,0.00005070915,0.00005108742,9.186285e-7,0.00002844542,0.00004005288,0.00001941815,0.00009967056,0.00121991,0.9556684,0.04276998],"study_design_scores_gemma":[0.00001539967,0.00001823039,0.0003322332,0.00008631303,0.000002087908,0.0000519896,0.00008863325,0.00006968949,0.0001457491,0.00136986,0.9978107,0.000009270043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002487263,0.000224585,0.0005774029,0.0008065635,0.0005821397,0.00006675926,0.003154042,0.003348873,0.990991],"genre_scores_gemma":[0.0005733148,0.00009893165,0.0001374383,0.0002375758,0.00006878501,0.00001996024,0.001021812,0.0006795735,0.9971625],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06906736,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08333236011472675,"score_gpt":0.4042240463513405,"score_spread":0.3208916862366137,"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."}}