{"id":"W4312469452","doi":"10.18820/2519593x/pie.v40.i3.4","title":"Education for sustainable development: Insights from Canadian and South African universities","year":2022,"lang":"en","type":"article","venue":"Perspectives in Education","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Sustainability; Sustainable development; Political science; Work (physics); Economic growth; Education for sustainable development; Higher education; Public relations; Sociology; Engineering; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005903998,0.0006525944,0.0006629934,0.005558954,0.04560609,0.01221936,0.001501119,0.002862551,0.003691927],"category_scores_gemma":[0.008400647,0.0004359789,0.0004341762,0.0138233,0.009974808,0.004799101,0.008255256,0.004030996,0.0002672918],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09498984,"about_ca_system_score_gemma":0.1468493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9333555,"about_ca_topic_score_gemma":0.9719856,"domain_scores_codex":[0.9943292,0.001477796,0.0001860757,0.000272682,0.001146809,0.002587525],"domain_scores_gemma":[0.9926677,0.002823108,0.0004770198,0.0001195861,0.001643729,0.00226889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004312404,0.00008212573,0.01087156,0.0004353733,0.000009809876,0.001647527,0.9318588,0.0001620496,0.0004790792,0.03470976,0.005317247,0.01438357],"study_design_scores_gemma":[0.000002317286,0.000007641337,0.005515312,0.0003632291,0.000006947008,0.000113592,0.9561668,0.00006483891,0.00009654017,0.0007889108,0.03685618,0.00001773849],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8520457,0.008085305,0.0004428251,0.034767,0.0001810357,0.0001997517,0.000303914,0.0000116636,0.1039629],"genre_scores_gemma":[0.9812298,0.007727425,0.0003940776,0.002456703,0.00002598688,0.0000511787,0.00006858735,0.0000139898,0.008032287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9050102,"threshold_uncertainty_score":0.6892028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015584179421473,"score_gpt":0.2926629197953381,"score_spread":0.2825070780011233,"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."}}