{"id":"W2896688671","doi":"10.1177/0973408218792125","title":"Canadian Student Leaders’ Conceptualizations of Sustainability and Sustainable Universities","year":2018,"lang":"en","type":"article","venue":"Journal of Education for Sustainable Development","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Stakeholder; Sustainability organizations; Sustainability science; Thematic analysis; Sustainable development; Sustainability reporting; Checklist; Public relations; Qualitative research; Social sustainability; Conceptual framework; Political science; Sociology; Engineering ethics; Psychology; Corporate social responsibility; Engineering; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002985053,0.0001445173,0.0002651284,0.0008604648,0.001430211,0.0001318148,0.0003568254,0.0001232873,0.0001491369],"category_scores_gemma":[0.001823814,0.0001584266,0.00006804407,0.0008245955,0.0009272851,0.0008929091,0.00006127061,0.0001080685,8.396677e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01147986,"about_ca_system_score_gemma":0.07424468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04789988,"about_ca_topic_score_gemma":0.01153107,"domain_scores_codex":[0.9977604,0.0002305033,0.0006400706,0.0001965751,0.0004237765,0.0007487399],"domain_scores_gemma":[0.981586,0.0002741221,0.0004895257,0.0001803174,0.01706906,0.0004009162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000551831,0.0003401769,0.02303539,0.0004901171,0.00007387713,0.000004877349,0.4650581,0.00003754009,0.000002077,0.5030559,0.006803751,0.00104293],"study_design_scores_gemma":[0.0002049858,0.0001165972,0.00983211,0.00001746074,0.00002885513,0.000002141131,0.638535,0.000001318386,0.00006927691,0.01070224,0.3403845,0.0001054656],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799134,0.0004585704,0.001670814,0.008233869,0.0006539513,0.001548094,0.00000168361,0.00001572679,0.00750394],"genre_scores_gemma":[0.9537798,0.000018989,0.001592378,0.0001295031,0.0002734371,0.00004660078,0.00000669591,0.00001365832,0.0441389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4923537,"threshold_uncertainty_score":0.9998698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876608573880147,"score_gpt":0.356477234320251,"score_spread":0.3377111485814495,"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."}}