{"id":"W4251319077","doi":"10.1109/tim.2015.2417611","title":"Guest Editorial","year":2015,"lang":"en","type":"editorial","venue":"IEEE Transactions on Instrumentation and Measurement","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Windsor; Library science; Engineering; Field (mathematics); Computer science; Mathematics; Geology","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":[0.001418322,0.0004238229,0.0003917687,0.0004000067,0.0003036972,0.0002129169,0.0005541797,0.0009092525,0.000008075371],"category_scores_gemma":[0.00007107996,0.0004186557,0.0001088431,0.0002693651,0.00008278586,0.0003833303,0.000002191377,0.0009065223,0.0001134541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007103195,"about_ca_system_score_gemma":0.0005743708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008580322,"about_ca_topic_score_gemma":0.0001153745,"domain_scores_codex":[0.9948233,0.0001818274,0.0005300887,0.0007596537,0.003350713,0.000354443],"domain_scores_gemma":[0.997778,0.00007533316,0.0002660171,0.0006518369,0.001004183,0.0002246195],"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":[0.00004563901,0.0001434631,5.793262e-7,0.00004759483,0.0001150534,0.000002547823,0.0002135875,0.00002058599,0.001130115,0.00005156095,0.9889431,0.00928616],"study_design_scores_gemma":[0.001976457,0.0004034186,0.000001046785,0.0001724559,0.00008459101,0.000004282256,0.0000803753,0.00005033816,0.02028947,0.0001204365,0.9763988,0.0004183672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001816735,0.00009519969,0.1412702,0.000196824,0.8570069,0.0004789236,0.00003782273,0.0003694732,0.000526534],"genre_scores_gemma":[0.01447589,0.000207983,0.000672999,0.00007837795,0.9838073,0.0002488428,0.0000215759,0.00004005614,0.0004469268],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1405972,"threshold_uncertainty_score":0.9998266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03700859190589912,"score_gpt":0.2653119698280752,"score_spread":0.2283033779221761,"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."}}