{"id":"W4400766819","doi":"10.1145/3672089.3672103","title":"SERP4IoT'24 Workshop Report","year":2024,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science","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":[0.0102384,0.001666237,0.0008049986,0.001505789,0.002540661,0.009579746,0.003162461,0.004546086,0.1563024],"category_scores_gemma":[0.007806723,0.0005102378,0.001752832,0.001295186,0.0006669136,0.004230462,0.006041638,0.005280918,0.1270675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002022405,"about_ca_system_score_gemma":0.009503498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007712802,"about_ca_topic_score_gemma":0.01189136,"domain_scores_codex":[0.9938967,0.0009155378,0.0001762607,0.0006807973,0.003211329,0.001119435],"domain_scores_gemma":[0.9904329,0.0006113449,0.0002278785,0.0005019496,0.004081711,0.004144174],"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":[0.0001485469,0.0001193035,0.0002142838,0.0001681996,0.00001252609,0.0002156953,0.0001429757,0.0002403095,0.0009291801,0.001635773,0.9709734,0.02519985],"study_design_scores_gemma":[0.00003193067,0.00006314363,0.0004104984,0.00008392715,0.000009654913,0.00006101296,0.000237677,0.000282313,0.0007082617,0.0008409557,0.997256,0.00001473744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01222555,0.01360078,0.03537426,0.1280194,0.1870465,0.002647501,0.03181554,0.00665704,0.5826135],"genre_scores_gemma":[0.03635194,0.00742257,0.02080889,0.01650495,0.0140501,0.002358402,0.04084846,0.003128079,0.8585266],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1563024,"threshold_uncertainty_score":0.5228838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228671025151201,"score_gpt":0.236857609474873,"score_spread":0.214570899223361,"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."}}