{"id":"W4384302777","doi":"10.1109/icse48619.2023.00169","title":"Sustainability is Stratified: Toward a Better Theory of Sustainable Software Engineering","year":2023,"lang":"en","type":"article","venue":"","topic":"Green IT and Sustainability","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sustainability; Software; 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":[0.02144322,0.001117968,0.001608811,0.01018756,0.002652445,0.01073275,0.002996221,0.004719513,0.002834094],"category_scores_gemma":[0.01728405,0.0007205736,0.001919533,0.007965189,0.02823976,0.02353413,0.007952574,0.006342004,0.0006543301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0100626,"about_ca_system_score_gemma":0.01457389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003911641,"about_ca_topic_score_gemma":0.00218401,"domain_scores_codex":[0.9873831,0.008817998,0.0006599918,0.001018653,0.001594201,0.0005260658],"domain_scores_gemma":[0.9749898,0.01912532,0.001202412,0.001643622,0.002403372,0.0006354621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006093723,0.00002430085,0.0006839997,0.0004560018,0.00002399628,0.00005302669,0.003923947,0.001816067,0.00009727304,0.9776644,0.001712509,0.01353826],"study_design_scores_gemma":[0.000006446637,0.00001977764,0.0003277629,0.0010977,0.00002307846,0.00003743418,0.002288892,0.001982832,0.0001329407,0.9610956,0.03297058,0.00001684927],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03202713,0.05579142,0.6371058,0.1322581,0.001223977,0.0006210034,0.000371715,0.0003580012,0.1402429],"genre_scores_gemma":[0.7380143,0.04636468,0.195738,0.01292886,0.0006225869,0.001749821,0.0005408856,0.0001860325,0.003854975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02144322,"threshold_uncertainty_score":0.1134039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00876961227064889,"score_gpt":0.2099321918635491,"score_spread":0.2011625795929002,"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."}}