{"id":"W2605177178","doi":"10.17705/1cais.04003","title":"The Sustainability Imperative in Information Systems Research","year":2017,"lang":"en","type":"article","venue":"Communications of the Association for Information Systems","topic":"Green IT and Sustainability","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Sustainability; Relevance (law); Information system; Field (mathematics); Green computing; Knowledge management; Engineering ethics; Management science; Computer science; Political science; Sociology; Business; Engineering; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.007997293,0.0001071191,0.0002009664,0.000164705,0.002270726,0.0009314931,0.002826433,0.0001550737,1.492087e-7],"category_scores_gemma":[0.009243698,0.00007631179,0.00009710849,0.0003123672,0.0002004172,0.002887777,0.0005038478,0.0003652962,0.00001166726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002187608,"about_ca_system_score_gemma":0.0002018281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009094289,"about_ca_topic_score_gemma":0.0002729408,"domain_scores_codex":[0.9976659,0.0004421461,0.001008586,0.00005325572,0.000521528,0.0003085864],"domain_scores_gemma":[0.9908139,0.001285805,0.000733463,0.003555007,0.003578344,0.0000334543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004528525,0.00004964109,0.1139426,0.001163351,0.000146462,1.401996e-8,0.01707898,0.05598354,0.00001150558,0.7936919,0.01222884,0.005657895],"study_design_scores_gemma":[0.0009606258,0.00003154726,0.1422311,0.0001028995,0.0000166039,8.069928e-7,0.03812261,0.1744448,0.00005776453,0.002824533,0.6409947,0.000211994],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3273602,0.004370468,0.005407109,0.03540944,0.01302737,0.0491819,0.001660586,0.001011773,0.5625712],"genre_scores_gemma":[0.9986061,0.00008997315,0.00002576737,0.00000552473,0.00002259042,0.0009054141,0.00004592583,0.000006173831,0.0002925109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7908674,"threshold_uncertainty_score":0.9991019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03462928370496487,"score_gpt":0.3361272652840925,"score_spread":0.3014979815791277,"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."}}