{"id":"W1989462370","doi":"10.1038/nclimate2080","title":"Social learning and sustainable development","year":2013,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Sustainable development; Social learning; Environmental planning; Political science; Computer science; Environmental science; Knowledge management","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003551495,0.00007956746,0.00008703732,0.00004983805,0.001988025,0.0001295926,0.0000928882,0.0002203026,0.0004662045],"category_scores_gemma":[0.00006295251,0.00007501402,0.00001938826,0.0001525819,0.00007040334,0.0003337006,0.00004355529,0.0002721164,0.00005871169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113692,"about_ca_system_score_gemma":0.00008464203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006509974,"about_ca_topic_score_gemma":0.0006193075,"domain_scores_codex":[0.9990305,0.00007031841,0.00007963367,0.0001530677,0.0001857367,0.0004806842],"domain_scores_gemma":[0.9996575,0.00002894344,0.00004879786,0.00003557649,0.0001430246,0.00008618752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001068101,0.0001249822,0.1271437,0.0002461231,0.00002813971,0.000007088097,0.5303227,3.137489e-8,0.00002749749,0.2434658,0.02885778,0.06976552],"study_design_scores_gemma":[0.00009571642,0.000006046986,0.1190945,0.00001007033,0.000004034939,3.60322e-7,0.05559631,8.482377e-7,0.00001664551,0.0008473397,0.8242116,0.000116457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7891989,0.006978524,0.000001673981,0.0264311,0.0004742426,0.0006562926,0.000002336027,0.0001919779,0.1760649],"genre_scores_gemma":[0.9909025,0.001575691,0.00008419884,0.0007059281,0.00102194,0.00006480647,0.00001794102,0.0000107345,0.005616191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7953538,"threshold_uncertainty_score":0.9993113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886830607608378,"score_gpt":0.3045376292251301,"score_spread":0.2856693231490463,"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."}}