{"id":"W4285596567","doi":"10.3390/su14148651","title":"ICT and Environmental Sustainability: A Comparative Study","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Information and Communications Technology; Sustainability; Empirical research; Global warming; Green computing; Business; Developing country; Climate change; Economic growth; Environmental economics; Political science; Economics; Cloud computing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001208039,0.0001639639,0.000276989,0.004207771,0.0008563828,0.002416693,0.0002037583,0.0005260006,0.006447742],"category_scores_gemma":[0.003407875,0.0001045036,0.0003151186,0.01063097,0.001000768,0.002983883,0.001064949,0.0005121852,0.0002827556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001908224,"about_ca_system_score_gemma":0.001170604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009996936,"about_ca_topic_score_gemma":0.01315682,"domain_scores_codex":[0.9991238,0.000450882,0.00004241107,0.00007060814,0.0001665404,0.0001459054],"domain_scores_gemma":[0.9958076,0.003049011,0.0003766044,0.0001097453,0.0005075783,0.0001494656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005720291,0.001024259,0.4991253,0.004064552,0.000626807,0.003832117,0.0211009,0.003295274,0.001213963,0.1809641,0.009412831,0.2747678],"study_design_scores_gemma":[0.0000418921,0.0007476879,0.6440198,0.003315843,0.0004714754,0.002426769,0.1118129,0.001391931,0.001291981,0.01402664,0.2203994,0.00005353173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7960559,0.04125946,0.0007090344,0.002544187,0.0000740305,0.0000390779,0.0005624224,0.000007444093,0.1587485],"genre_scores_gemma":[0.9747899,0.02217877,0.0002793071,0.000205165,0.00007388109,0.00001435628,0.0001957944,0.000005797187,0.002256864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009996936,"threshold_uncertainty_score":0.02156979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800974090962208,"score_gpt":0.2297671472918237,"score_spread":0.2117574063822016,"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."}}