{"id":"W3208862921","doi":"10.1145/3485952.3485959","title":"SERP4IoT'21 Workshop Report","year":2021,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Interoperability; Computer science; Context (archaeology); Software; Software engineering; Internet of Things; The Internet; Software development; Computer security; World Wide Web; Operating system","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":[0.01142788,0.001735544,0.0009270633,0.001503308,0.002530508,0.008919309,0.003211142,0.004796437,0.1378964],"category_scores_gemma":[0.009354118,0.0005628936,0.001756638,0.001322305,0.0007433015,0.005007634,0.006726617,0.005321117,0.1300981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001870694,"about_ca_system_score_gemma":0.008712983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00664816,"about_ca_topic_score_gemma":0.01024439,"domain_scores_codex":[0.9934109,0.001047859,0.0002053383,0.0007845189,0.003443566,0.001107839],"domain_scores_gemma":[0.988482,0.0009284515,0.000253901,0.000703932,0.004725491,0.004906284],"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":[0.0001518198,0.0001225972,0.0002365585,0.0001864459,0.00001303599,0.0002005369,0.0001424317,0.0003079267,0.001070308,0.001728118,0.9684376,0.02740269],"study_design_scores_gemma":[0.00003547375,0.00007536384,0.0004553377,0.00008381929,0.00001170839,0.00007460234,0.0002093983,0.0004768076,0.0008602861,0.001085375,0.9966146,0.00001716954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01382362,0.01498925,0.05290037,0.1258723,0.1896588,0.002487446,0.03637841,0.009575549,0.5543143],"genre_scores_gemma":[0.03650177,0.008286716,0.02656388,0.01716934,0.01491041,0.00231242,0.06241228,0.004532629,0.8273104],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1378964,"threshold_uncertainty_score":0.4613095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474355687578488,"score_gpt":0.2419850578673345,"score_spread":0.2272415009915496,"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."}}