{"id":"W2099125063","doi":"10.1177/097340820900300112","title":"Appropedia as a Tool for Service Learning in Sustainable Development","year":2009,"lang":"en","type":"article","venue":"Journal of Education for Sustainable Development","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Service-learning; Outreach; Sustainability; Sustainable development; Class (philosophy); TRIPS architecture; Education for sustainable development; Service (business); Poverty; Political science; Public relations; Engineering; Business; Sociology; Pedagogy; Computer science; Marketing; Ecology","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":[0.005898084,0.0001765827,0.0002783115,0.0005636286,0.00162174,0.0002681054,0.0005055275,0.0001105142,0.0000416383],"category_scores_gemma":[0.00152871,0.0001816623,0.00007461185,0.0008186019,0.00001968411,0.0005985757,0.00006100183,0.0003789275,0.000007887681],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002130207,"about_ca_system_score_gemma":0.01304185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003475201,"about_ca_topic_score_gemma":0.0001262488,"domain_scores_codex":[0.9975842,0.0002511343,0.0007455008,0.0001811547,0.000461343,0.0007766632],"domain_scores_gemma":[0.9957694,0.0002996059,0.0005097563,0.0001308868,0.003120231,0.0001701661],"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":[0.0007331034,0.002308143,0.00355312,0.001290564,0.0001412654,0.00003520299,0.5490802,0.002679999,0.00003453688,0.1742647,0.009283321,0.2565959],"study_design_scores_gemma":[0.0005193684,0.0001295793,0.003404221,0.00007302441,0.00001088451,0.000002314437,0.4124244,0.000007752983,0.0001116374,0.002757435,0.5804013,0.0001580922],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533843,0.0005011244,0.003106395,0.01029023,0.0004174212,0.002196256,1.388266e-7,0.00006187302,0.03004223],"genre_scores_gemma":[0.8637121,0.00005533611,0.03244519,0.001548811,0.0003007147,0.0003075843,0.00002326376,0.00002710211,0.1015799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.571118,"threshold_uncertainty_score":0.999678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187715077319935,"score_gpt":0.3184679742112422,"score_spread":0.2965908234380429,"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."}}