{"id":"W2939429784","doi":"","title":"A National Census of Sustainability in K-12 Education Policy: Implications for International Monitoring, Evaluation, and Research","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sustainability; Certification; Outreach; Sustainability science; Sustainability organizations; Curriculum; Corporate governance; Political science; Public policy; Economic growth; Public administration; Business; Economics; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001648918,0.00009458166,0.0001244246,0.0006215298,0.0001371978,0.00005866152,0.0001723706,0.00007253057,0.0004526787],"category_scores_gemma":[0.00453803,0.0001016956,0.00003969234,0.0004049104,0.0003343847,0.0003478057,0.00002301725,0.0001443987,0.000003329373],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002493908,"about_ca_system_score_gemma":0.0150946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005897126,"about_ca_topic_score_gemma":0.003218838,"domain_scores_codex":[0.9986061,0.0001336381,0.0004853224,0.0002093744,0.0003548397,0.0002107672],"domain_scores_gemma":[0.9979394,0.0003250637,0.00021939,0.0001306935,0.001041105,0.0003443595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003290928,0.000226652,0.9127378,0.00003775561,0.000009004039,4.555051e-8,0.001532469,0.0001598748,0.0001264583,0.0720538,0.002444854,0.0106383],"study_design_scores_gemma":[0.0003187358,0.00009563808,0.8679549,0.00001513018,0.00000459327,0.00002094883,0.001735404,0.00005828077,0.00004561959,0.1041405,0.02553708,0.00007314765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.909345,0.0001062299,0.000006624723,0.08287552,0.0003006941,0.0006813887,0.00005885008,9.841943e-7,0.006624669],"genre_scores_gemma":[0.9976488,0.00002794595,0.0006581853,0.0001839935,0.0003772803,0.00008615602,0.00004976145,0.000007564298,0.000960258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08830382,"threshold_uncertainty_score":0.9904889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03999287506199885,"score_gpt":0.434381668094115,"score_spread":0.3943887930321162,"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."}}