{"id":"W4237290711","doi":"10.1109/tim.2019.2909596","title":"IEEE Transactions on Instrumentation and Measurement publication information","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Instrumentation and Measurement","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Instrumentation (computer programming); Computer science; Engineering; Operating system","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001183469,0.0003667375,0.0002770323,0.0007475844,0.0005135636,0.0003358848,0.0002711756,0.0002072847,0.00007602426],"category_scores_gemma":[0.0000110378,0.0003700246,0.00009477954,0.0005139501,0.00007449991,0.002212857,9.065946e-7,0.0003565102,0.0002227678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006748378,"about_ca_system_score_gemma":0.0001361851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007583497,"about_ca_topic_score_gemma":0.00008013906,"domain_scores_codex":[0.9964045,0.0001796038,0.0007215007,0.0005893471,0.001730918,0.0003741664],"domain_scores_gemma":[0.9983175,0.00003158415,0.0003149835,0.0005487452,0.0005909993,0.0001961997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002687592,0.0006911097,0.0002611121,0.0002280706,0.0003449341,9.534563e-7,0.003053378,0.002110613,0.0862557,0.003410309,0.0003981133,0.9029769],"study_design_scores_gemma":[0.008743702,0.001814865,0.004002097,0.000458945,0.0001868196,0.00007236685,0.002118335,0.0157257,0.9594815,0.0004368368,0.00581919,0.00113961],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08502488,0.00003255045,0.9076844,0.002025842,0.002162542,0.001602944,0.00001665128,0.000381812,0.001068306],"genre_scores_gemma":[0.9966049,0.0001319704,0.001620279,0.001163665,0.0000179533,0.000321399,0.000006701395,0.00001795315,0.0001152366],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.91158,"threshold_uncertainty_score":0.9998752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03566600804587289,"score_gpt":0.2349238164865204,"score_spread":0.1992578084406475,"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."}}