{"id":"W3207004240","doi":"10.1109/mias.2021.3103373","title":"IEEE IAS 2021 Award Winners [Awards]","year":2021,"lang":"en","type":"article","venue":"IEEE Industry Applications Magazine","topic":"Advanced Data and IoT Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Business; Engineering; Management; Accounting; 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":[0.004088749,0.001361393,0.0008150847,0.002300081,0.002511561,0.006850081,0.0009914672,0.003786484,0.1694893],"category_scores_gemma":[0.009519266,0.0004175965,0.0008185137,0.001363373,0.0006238436,0.002672001,0.002769437,0.003375573,0.1728281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538742,"about_ca_system_score_gemma":0.005535325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004048014,"about_ca_topic_score_gemma":0.01224915,"domain_scores_codex":[0.9968754,0.0002538049,0.000104553,0.0001692546,0.001666049,0.0009308524],"domain_scores_gemma":[0.9871711,0.0004144239,0.0002818129,0.0003248684,0.007617739,0.00418992],"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":[0.0000225366,0.00003457295,0.0001773874,0.00002473663,0.000002775987,0.00003818557,0.000006747317,0.0000476307,0.0001389985,0.001232798,0.9832541,0.01501948],"study_design_scores_gemma":[0.00001241713,0.00005333689,0.0008874582,0.00004676141,0.000005043273,0.0000654703,0.00007997391,0.0002944435,0.0002194611,0.0008764,0.9974428,0.00001621847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003898006,0.005337541,0.005161182,0.07798602,0.200098,0.0004757606,0.003847152,0.00215289,0.7010434],"genre_scores_gemma":[0.01978132,0.004150148,0.001850828,0.0130499,0.01803442,0.0002051374,0.004127995,0.000646206,0.938154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1694893,"threshold_uncertainty_score":0.5669984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642159422273484,"score_gpt":0.2574324643352319,"score_spread":0.2410108701124971,"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."}}