{"id":"W3044686892","doi":"10.1016/j.techfore.2020.120200","title":"Does the private university sector exploit sustainable residential life in the name of supporting the fourth industrial revolution?","year":2020,"lang":"en","type":"article","venue":"Technological Forecasting and Social Change","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Private sector; Sustainability; Business; Industrial Revolution; Boom; Economic growth; Population; Index (typography); Exploit; Sustainable development; Economics; Engineering; Political science; Sociology","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":[0.002506915,0.0000979519,0.0002186234,0.0006225039,0.001776955,0.006149747,0.0004336199,0.002214269,0.008540958],"category_scores_gemma":[0.00784918,0.00008644077,0.0001904722,0.001355225,0.003486084,0.005602567,0.001379661,0.00139232,0.001159568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004027039,"about_ca_system_score_gemma":0.008735952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02025393,"about_ca_topic_score_gemma":0.0418892,"domain_scores_codex":[0.9983689,0.0004807044,0.00002020085,0.00007683517,0.0002373516,0.0008160513],"domain_scores_gemma":[0.9942737,0.001951406,0.00120484,0.0003119621,0.00105021,0.001207776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003938666,0.0007606994,0.1828938,0.0002429779,0.00007291732,0.0003885767,0.01391019,0.001155653,0.001474479,0.5423244,0.04846507,0.2079175],"study_design_scores_gemma":[0.00005204463,0.0002276077,0.2057292,0.0007111806,0.00006221778,0.0003441426,0.2293214,0.003830925,0.002584875,0.168512,0.3885575,0.00006692031],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5455054,0.002785711,0.001716083,0.313712,0.0003494786,0.00001806794,0.0001638411,0.00003881071,0.1357105],"genre_scores_gemma":[0.9920737,0.00110896,0.0001012382,0.002343083,0.00009966252,0.000002905226,0.0000199307,0.000006129461,0.004244288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02025393,"threshold_uncertainty_score":0.04027206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08749336817339282,"score_gpt":0.2412611646399096,"score_spread":0.1537677964665168,"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."}}