{"id":"W4238410919","doi":"10.24908/iqurcp.7986","title":"Implementing a Successful Sustainability Plan at Queen’s University","year":2017,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Queen (butterfly); Sustainability; Plan (archaeology); Stakeholder; Higher education; Public relations; Political science; Management; Engineering; Economics; Law; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01114983,0.0002821529,0.0003149087,0.0005474931,0.01521756,0.01101112,0.001621967,0.004843463,0.009677416],"category_scores_gemma":[0.008869552,0.0005264535,0.0005065891,0.0006412165,0.003338498,0.00379935,0.008775089,0.003893927,0.002078185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02159626,"about_ca_system_score_gemma":0.1226803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08849248,"about_ca_topic_score_gemma":0.1963559,"domain_scores_codex":[0.9921162,0.002709729,0.0002410585,0.000398095,0.00216065,0.002374343],"domain_scores_gemma":[0.9893333,0.001204154,0.0002931921,0.0006390092,0.002447756,0.00608249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001442681,0.001109141,0.02135914,0.0006577373,0.00007013897,0.004064415,0.05437337,0.01217969,0.007291763,0.2431165,0.4236363,0.2319975],"study_design_scores_gemma":[0.0000291906,0.0003423913,0.01194138,0.0004646765,0.00002029831,0.0002034953,0.06096994,0.00233644,0.003206014,0.02751805,0.8928084,0.0001597206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2747214,0.002187392,0.03076477,0.329795,0.002412873,0.001405989,0.0002611772,0.001094094,0.3573573],"genre_scores_gemma":[0.7096896,0.00194403,0.05643278,0.02239018,0.0001711408,0.0004465115,0.0002287303,0.0002014968,0.2084955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08849248,"threshold_uncertainty_score":0.1759548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107891572387239,"score_gpt":0.4318824767459765,"score_spread":0.3239909043587376,"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."}}