{"id":"W4248538422","doi":"10.1109/emr.2020.2974298","title":"IEEE Technology and Engineering Management Society TEMS Administrative Committee","year":2020,"lang":"en","type":"article","venue":"IEEE Engineering Management Review","topic":"Internet of Things and AI","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Engineering management; Management; Business; Engineering; Economics","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":[0.01292702,0.0008787509,0.0009943765,0.004165692,0.003304119,0.00548314,0.001848317,0.005466705,0.05510473],"category_scores_gemma":[0.01330183,0.0006480752,0.001078228,0.001990427,0.0008682714,0.00203705,0.002078611,0.004744513,0.06051214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002812862,"about_ca_system_score_gemma":0.01893639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009573821,"about_ca_topic_score_gemma":0.01584177,"domain_scores_codex":[0.9927164,0.0007547812,0.0005763063,0.000455728,0.0045907,0.0009061332],"domain_scores_gemma":[0.9394872,0.002295961,0.001716509,0.002139942,0.05056941,0.003790955],"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":[0.00002785599,0.0000798691,0.0002895382,0.0001430416,0.00000792284,0.0000445152,0.0000290297,0.00009248585,0.0006633178,0.003328627,0.9517729,0.04352072],"study_design_scores_gemma":[0.00001776989,0.00004150607,0.001642429,0.0001752096,0.00001890262,0.00004309092,0.00006320143,0.0002545449,0.0006907177,0.0006298113,0.9964085,0.00001433099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007092804,0.0190658,0.01796328,0.2281464,0.1667159,0.004145798,0.003148043,0.002099731,0.5516223],"genre_scores_gemma":[0.01132271,0.009686762,0.005353217,0.01873919,0.0204151,0.001067935,0.002296331,0.0002738565,0.930845],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05510473,"threshold_uncertainty_score":0.1843437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709874114513656,"score_gpt":0.2342380284100863,"score_spread":0.2171392872649497,"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."}}