{"id":"W2801892849","doi":"10.1145/3183377.3183382","title":"Everything is INTERRELATED","year":2018,"lang":"en","type":"article","venue":"","topic":"Green IT and Sustainability","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Agència per a la Competitivitat de l’Empresa; Generalitat de Catalunya; European Commission","keywords":"Blueprint; Sustainability; Computer science; Software engineering; Engineering management; Software; Course (navigation); Software development; Engineering ethics; Space (punctuation); Software Engineering Process Group; Engineering; Software development process","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000537156,0.00004466293,0.00004297778,0.00002150809,0.00002251808,0.00001178745,0.00005161772,0.00003529066,0.001269767],"category_scores_gemma":[0.00001106682,0.00003906066,0.0000195514,0.00006932082,0.00002169174,0.00006838245,0.00001564945,0.00005685632,0.0003069952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003198162,"about_ca_system_score_gemma":0.000003499576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003132291,"about_ca_topic_score_gemma":0.00001783481,"domain_scores_codex":[0.9997272,0.000003589669,0.00006572251,0.00005671115,0.00003678139,0.0001099175],"domain_scores_gemma":[0.9998184,0.000007567953,0.000002524128,0.0001129131,0.00003184515,0.00002673448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004669223,0.00009858185,0.112173,0.0003657081,0.0003724714,0.00003869072,0.0442191,0.0006329847,0.007152086,0.008345978,0.612866,0.2136887],"study_design_scores_gemma":[0.0007684256,0.0001809197,0.04458508,0.00004396376,0.00002655035,0.00001869135,0.002085866,0.6294499,0.04865212,0.01548404,0.2578626,0.0008418727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8515602,0.00002278471,0.008629687,0.0001028231,0.0002673669,0.00003866673,3.120936e-7,0.0004302733,0.1389479],"genre_scores_gemma":[0.9975092,8.896416e-7,0.0003344014,0.0001059488,0.00005103,0.000001022217,3.69726e-7,0.000007217637,0.001989933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.628817,"threshold_uncertainty_score":0.9996432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004832800328675525,"score_gpt":0.1977289700393307,"score_spread":0.1928961697106551,"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."}}