{"id":"W4384081149","doi":"10.1109/insai56792.2022.00006","title":"Message from the Program Chairs INSAI 2022","year":2022,"lang":"en","type":"article","venue":"","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Cover (algebra); Computer science; Telecommunications; Computer network; Computer security; Engineering","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":[0.003848863,0.001037912,0.0007013445,0.0007401367,0.003137863,0.004829155,0.0009979226,0.007527409,0.07616889],"category_scores_gemma":[0.007014472,0.0004940637,0.0007641529,0.0005425285,0.0006605274,0.002047384,0.002191911,0.01237994,0.07755944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001922933,"about_ca_system_score_gemma":0.008253792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004488065,"about_ca_topic_score_gemma":0.01006708,"domain_scores_codex":[0.9974135,0.0003190444,0.00009162314,0.0003649197,0.001424396,0.0003864431],"domain_scores_gemma":[0.9929343,0.0004561959,0.0002041469,0.00019203,0.003942298,0.002270987],"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":[0.00001536764,0.00001443063,0.00004703299,0.00001343353,0.000001112485,0.00001409389,0.000006454926,0.00001213331,0.00006966529,0.0003639978,0.9967071,0.002735166],"study_design_scores_gemma":[0.000009508724,0.00002266189,0.0003315896,0.00002800244,0.000002799265,0.00002567571,0.00005930096,0.00006891672,0.0001603273,0.0003011494,0.9989805,0.00000952845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001009903,0.002384401,0.002207251,0.5135168,0.3940596,0.0003337641,0.001497315,0.0009192372,0.08407179],"genre_scores_gemma":[0.006086791,0.001442004,0.001931253,0.3089317,0.04603485,0.0004933681,0.001257058,0.0005513827,0.6332716],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07616889,"threshold_uncertainty_score":0.2548103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345515332710641,"score_gpt":0.2315590555013578,"score_spread":0.2181039021742514,"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."}}