{"id":"W3131777142","doi":"10.1109/mcas.2020.3046388","title":"Announcing the Advisory Board of the IEEE CAS-M [Society News]","year":2021,"lang":"en","type":"article","venue":"IEEE Circuits and Systems Magazine","topic":"Technology Assessment and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo; Wilfrid Laurier University","keywords":"Advisory committee; Editorial board; On board; Telecommunications; Engineering; Political science; Computer science; Library science; Public administration; Aerospace 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002154966,0.0001396946,0.0002178781,0.00002237514,0.0001091961,0.0000445625,0.0001941038,0.00009569509,0.000006415043],"category_scores_gemma":[0.00001027835,0.00008870794,0.00009610338,0.0002351793,0.00007236021,0.00006630907,0.00004396113,0.0001937175,0.000008272797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005125879,"about_ca_system_score_gemma":0.0000267132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003046342,"about_ca_topic_score_gemma":0.00009346309,"domain_scores_codex":[0.999115,0.00003715796,0.0002582997,0.0001653845,0.0001853525,0.0002388044],"domain_scores_gemma":[0.9993504,0.00004362326,0.00006430994,0.0004473737,0.00006358851,0.00003067813],"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":[0.000003431526,0.0001359798,0.02035072,0.002837492,0.001239896,0.00007552843,0.004288277,0.03069007,0.4470599,0.009711675,0.4506621,0.03294487],"study_design_scores_gemma":[0.003297402,0.0001800667,0.09313498,0.001249316,0.0006699199,0.00040372,0.01147065,0.07635988,0.03860906,0.0007597161,0.7722536,0.001611671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580949,0.00630012,0.01026955,0.000924084,0.005824349,0.0006040732,0.00002755815,0.000361706,0.01759369],"genre_scores_gemma":[0.9969715,0.0003400094,0.00001405967,0.00008163039,0.0001611009,0.0000261754,0.000001444721,0.00001987216,0.002384179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4084509,"threshold_uncertainty_score":0.3617405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01542383651186477,"score_gpt":0.2118764164599584,"score_spread":0.1964525799480937,"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."}}