{"id":"W207605815","doi":"","title":"An Inductive Classification Scheme for Green IT Initiatives","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Green IT and Sustainability","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Documentation; Green computing; Scheme (mathematics); Set (abstract data type); Coherence (philosophical gambling strategy); Knowledge management; Computer science; Business; Sustainable development; Process management; Public relations; Political science; 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":[],"consensus_categories":[],"category_scores_codex":[0.001573723,0.00007723265,0.0001543569,0.0001127744,0.000131881,0.0001134236,0.0002043237,0.0001429277,0.000001639216],"category_scores_gemma":[0.0005539469,0.00005748887,0.0001269301,0.0001345828,0.00001056947,0.002092986,0.00000625309,0.0002030235,0.000002619314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000359814,"about_ca_system_score_gemma":0.00006927861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007636432,"about_ca_topic_score_gemma":0.00001244828,"domain_scores_codex":[0.9989088,0.00003725211,0.0006297771,0.00003269999,0.0002690059,0.0001225335],"domain_scores_gemma":[0.9972369,0.0001633561,0.0008874515,0.000133641,0.001535185,0.00004346625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005377065,0.0002744083,0.5580968,0.002569595,0.00187896,2.026156e-7,0.07922549,0.02911981,0.04294328,0.1917648,0.07766162,0.0159273],"study_design_scores_gemma":[0.003602977,0.0003189895,0.3549508,0.000084642,0.0001445929,0.0000155766,0.02689448,0.2187806,0.002774572,0.004112979,0.3878203,0.000499518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494726,0.00001873225,0.03392463,0.001369384,0.006239264,0.001913995,0.000173801,0.00008149373,0.006806108],"genre_scores_gemma":[0.9989787,0.000001250558,0.0004451048,0.00003899049,0.0003517938,0.00004936218,0.00001497549,0.000007304131,0.0001124986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3101587,"threshold_uncertainty_score":0.2344328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604001620568469,"score_gpt":0.2622640406491386,"score_spread":0.2462240244434539,"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."}}