{"id":"W3046567164","doi":"10.17169/refubium-27617","title":"Universities as Change Makers","year":2020,"lang":"en","type":"article","venue":"Refubium (Universitätsbibliothek der Freien Universität Berlin)","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Sustainability; Business; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02040035,0.0007488635,0.0006438292,0.001748909,0.01222303,0.026896,0.002476352,0.01011881,0.02412191],"category_scores_gemma":[0.02171572,0.0004659031,0.0004986065,0.002158725,0.01838445,0.02513417,0.02181312,0.009744916,0.003452324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01151224,"about_ca_system_score_gemma":0.01557538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003028109,"about_ca_topic_score_gemma":0.003638684,"domain_scores_codex":[0.9805831,0.01007824,0.0005959215,0.001985082,0.003031433,0.003726185],"domain_scores_gemma":[0.9857054,0.003432988,0.0008200211,0.001233497,0.002204511,0.006603521],"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":[0.00005965476,0.00008865903,0.001519535,0.0001692748,0.00001942148,0.0003073774,0.03642743,0.0004855002,0.0004276892,0.8491559,0.04841302,0.06292646],"study_design_scores_gemma":[0.0000161405,0.00004585096,0.000484451,0.0001814477,0.00001319321,0.00008651734,0.03274793,0.0003054963,0.0003219964,0.1307522,0.8350142,0.00003057926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05692981,0.01546399,0.01573707,0.3983199,0.01607683,0.0003187745,0.0001201424,0.0005883604,0.4964451],"genre_scores_gemma":[0.7934676,0.005331673,0.005208234,0.04025977,0.002076487,0.0002254819,0.00009436176,0.0001814399,0.1531548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.026896,"threshold_uncertainty_score":0.1078886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0680456434737685,"score_gpt":0.3347126746997108,"score_spread":0.2666670312259423,"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."}}