{"id":"W4248380441","doi":"10.1109/isscs.2015.7203916","title":"Foreword","year":2015,"lang":"en","type":"article","venue":"","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Romanian; Electronics; Telecommunications; Nice; Engineering; Electronic circuit; Computer science; Engineering management; Electrical 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":[0.001132831,0.0009039734,0.0007612627,0.001341518,0.001453245,0.004041057,0.001356903,0.002926874,0.4800557],"category_scores_gemma":[0.009864176,0.0002586968,0.0005275169,0.0009362021,0.0006696025,0.003017533,0.001774251,0.003784641,0.5185321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201395,"about_ca_system_score_gemma":0.002272118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409362,"about_ca_topic_score_gemma":0.001833442,"domain_scores_codex":[0.998908,0.0001409129,0.00006880068,0.0001836929,0.0005915425,0.0001069052],"domain_scores_gemma":[0.9954302,0.0007554993,0.0001948245,0.0002398068,0.002493739,0.0008858593],"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":[0.00001662639,0.000008730262,0.00002542953,0.00008635109,0.000001314001,0.00002865184,0.00001870402,0.00001027497,0.00007056291,0.001434837,0.9654508,0.0328477],"study_design_scores_gemma":[0.000003523753,0.00001071935,0.00006452469,0.0000947665,0.000001276629,0.00009219864,0.0000234312,0.000006237172,0.00004526672,0.0006864391,0.9989694,0.000002216299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.000705852,0.02320944,0.00272242,0.1095937,0.3725841,0.0003603176,0.003563316,0.001419718,0.485841],"genre_scores_gemma":[0.003043211,0.009870951,0.0008896179,0.03914265,0.05619286,0.0001747659,0.002357999,0.0006988966,0.8876291],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4800557,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01867184097105888,"score_gpt":0.1871208788143679,"score_spread":0.168449037843309,"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."}}