{"id":"W811593051","doi":"","title":"An Investigation into Canadian Student Leaders' Conceptualizations and Perceptions Related to Sustainability in Higher Education","year":2015,"lang":"en","type":"article","venue":"","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wright; Research council; Sustainability; Higher education; Principal (computer security); Sociology; Library science; Perception; Social research; Pedagogy; Political science; Public relations; Management; Social science; Psychology; Engineering; Computer 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":[0.008315405,0.0002503626,0.0003238509,0.001418835,0.01205932,0.005286529,0.0009350036,0.0006392853,0.002090893],"category_scores_gemma":[0.01235455,0.000243626,0.0002693885,0.002386512,0.004331517,0.001143267,0.0020123,0.00229343,0.0001534582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02781958,"about_ca_system_score_gemma":0.06481105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9133387,"about_ca_topic_score_gemma":0.9592261,"domain_scores_codex":[0.9955088,0.001126757,0.0001087534,0.0001894236,0.001835971,0.001230321],"domain_scores_gemma":[0.9861053,0.003235464,0.001338293,0.0002342135,0.006317079,0.002769662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001090948,0.0001903647,0.2965379,0.00009815558,0.00001807374,0.0001902387,0.6736165,0.0001470176,0.000818092,0.004445249,0.00384247,0.01998689],"study_design_scores_gemma":[0.00001055282,0.00008247142,0.1315254,0.0001077708,0.00001222373,0.00002435429,0.8594438,0.0002885853,0.0001932611,0.0003218811,0.00796067,0.00002903546],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936946,0.0001181866,0.0001066974,0.001125192,0.00002630388,0.00002465148,0.00003140662,0.00000249663,0.004870387],"genre_scores_gemma":[0.9987232,0.0001566058,0.00008504991,0.0001515602,0.000003186676,0.000009256187,0.00002690088,0.000002051961,0.0008422428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08666128,"threshold_uncertainty_score":0.2018461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04961895142650431,"score_gpt":0.4165890048094958,"score_spread":0.3669700533829915,"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."}}