{"id":"W4399602250","doi":"10.1109/mias.2024.3389229","title":"IEEE IAS Regional Workshops [Chapter News]","year":2024,"lang":"en","type":"article","venue":"IEEE Industry Applications Magazine","topic":"Internet of Things and AI","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Engineering; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001585012,0.001026335,0.000546613,0.001745483,0.001472105,0.005288298,0.001185421,0.002391473,0.3889423],"category_scores_gemma":[0.002629547,0.0004589105,0.0008440579,0.002328067,0.0002913937,0.002357274,0.001421906,0.002760516,0.3817981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007164235,"about_ca_system_score_gemma":0.002257478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002848742,"about_ca_topic_score_gemma":0.0121018,"domain_scores_codex":[0.9992551,0.00006964417,0.00003484944,0.0000843892,0.0004216681,0.0001342122],"domain_scores_gemma":[0.9972594,0.0002030447,0.0001232661,0.0002423732,0.001563613,0.0006082056],"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":[0.00001860198,0.00002636329,0.00004550917,0.00005189188,0.000002104782,0.00002337474,0.000008285038,0.00002689716,0.0002406379,0.0004080815,0.9742692,0.02487912],"study_design_scores_gemma":[0.00000515951,0.00001695306,0.0003405931,0.00005235238,0.000003334514,0.00002546281,0.00003409839,0.00006053139,0.000181128,0.0002627245,0.999012,0.0000057148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001283295,0.005555929,0.002959412,0.0186025,0.04179883,0.0002217577,0.004319127,0.004125569,0.9211336],"genre_scores_gemma":[0.00347933,0.003764448,0.001277336,0.003046013,0.005115177,0.00007501461,0.003854146,0.0006895719,0.978699],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3889423,"threshold_uncertainty_score":0.8715997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03122727057530553,"score_gpt":0.2826021050309787,"score_spread":0.2513748344556732,"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."}}