{"id":"W7034492401","doi":"","title":"4th International Workshop on Requirements Engineering for Self-Adaptive, Collaborative, and Cyber Physical Systems, RESACS 2018. Proceedings: 20 August 2018, Banff, Alberta, Canada","year":2018,"lang":"en","type":"other","venue":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Requirements engineering; Requirements analysis; Work (physics); Cyber-physical system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001430569,0.002434633,0.002067415,0.002207586,0.001003291,0.002518734,0.004608245,0.0012142,0.0003703324],"category_scores_gemma":[0.0006111485,0.002381233,0.0004074595,0.002648807,0.0003145866,0.0007427625,0.001998351,0.001519009,0.0005735079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001564105,"about_ca_system_score_gemma":0.001336233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02687041,"about_ca_topic_score_gemma":0.01691326,"domain_scores_codex":[0.9881622,0.0003110555,0.001911799,0.003919773,0.003120792,0.002574355],"domain_scores_gemma":[0.9918028,0.00122841,0.001725183,0.002413142,0.00166034,0.001170135],"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":[0.0001162205,0.0007642693,0.0001848323,0.0006610024,0.001868398,0.00002994265,0.000917271,0.002004989,0.00003130728,0.01429203,0.9778202,0.001309593],"study_design_scores_gemma":[0.002209261,0.0003668155,0.0001621591,0.001490344,0.0003113352,0.00002769787,0.0004571402,0.1698409,0.00009606174,0.0002059459,0.8225636,0.002268633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007925074,0.007692055,0.1110131,0.02302528,0.04044296,0.02290908,0.002518372,0.007039094,0.7774349],"genre_scores_gemma":[0.02754335,0.000866676,0.04138216,0.00193546,0.01032616,0.002296996,0.001097598,0.002347166,0.9122044],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.167836,"threshold_uncertainty_score":0.9988391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403085612024557,"score_gpt":0.2351185132997879,"score_spread":0.2210876571795423,"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."}}