{"id":"W4240957459","doi":"10.1177/097340820900400118","title":"Sustainability Frontiers","year":2010,"lang":"en","type":"article","venue":"Journal of Education for Sustainable Development","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Sustainability; Sustainable development; Political science; Environmental ethics; Environmental planning; Geography; Ecology; Philosophy; Biology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001339346,0.0001372888,0.0001930065,0.00009895446,0.0002673923,0.00006450473,0.0003497224,0.00008607518,0.0006304077],"category_scores_gemma":[0.001556954,0.0001241963,0.0001017119,0.0003025107,0.0001333898,0.0006231315,0.00009703718,0.0002277826,0.00000842566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001455281,"about_ca_system_score_gemma":0.001800183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003153597,"about_ca_topic_score_gemma":0.0000399793,"domain_scores_codex":[0.9985248,0.00002635465,0.0005038664,0.0001910978,0.0003252443,0.0004285929],"domain_scores_gemma":[0.9983106,0.00006185115,0.0004383826,0.0002142468,0.0007879719,0.0001869812],"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":[0.0009052852,0.003983255,0.185607,0.001333527,0.0001316748,0.00005825633,0.06835222,0.0006808455,0.001006116,0.01951235,0.5447773,0.1736522],"study_design_scores_gemma":[0.000329226,0.00007696877,0.04200191,0.000005613871,0.00001397918,0.00002364567,0.118626,0.00001185921,0.001240072,0.0259001,0.811606,0.0001646131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901466,0.00007313913,0.002182631,0.002256444,0.001156487,0.0005698517,6.272713e-7,0.00001110763,0.003603153],"genre_scores_gemma":[0.9585974,0.000008732124,0.02340071,0.0002597863,0.0001766865,0.0001046309,0.000004422781,0.00001796248,0.01742967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2668287,"threshold_uncertainty_score":0.6902522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006575191503150273,"score_gpt":0.2530192015870174,"score_spread":0.2464440100838671,"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."}}