{"id":"W1561334281","doi":"10.22329/celt.v4i0.3281","title":"17. Science Education and Education for Citizenship and Sustainable Development","year":2011,"lang":"en","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizenship; Scientific literacy; Sustainable development; Context (archaeology); Education for sustainable development; Active citizenship; Science education; Science, technology, society and environment education; Social science education; Political science; Citizenship education; Higher education; Engineering ethics; Literacy; Global citizenship; Pedagogy; Sociology; Engineering; Law; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001139949,0.000377297,0.0002543302,0.0008210341,0.004146504,0.005627346,0.0003878386,0.003349632,0.01421827],"category_scores_gemma":[0.002289834,0.0001247618,0.0003261564,0.001053645,0.003363902,0.002063061,0.00273175,0.002206555,0.00384189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003265793,"about_ca_system_score_gemma":0.006146697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0187899,"about_ca_topic_score_gemma":0.03984986,"domain_scores_codex":[0.9986498,0.0004287091,0.0001001587,0.00008585089,0.0003421052,0.0003934078],"domain_scores_gemma":[0.9985458,0.0004638087,0.0002309511,0.00006098837,0.00039058,0.0003079297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004903194,0.0001023092,0.007348496,0.0006151312,0.000009175283,0.000692597,0.04769733,0.0001326478,0.0007421988,0.7024587,0.1443084,0.09584384],"study_design_scores_gemma":[0.000007735336,0.00003634731,0.009554731,0.0003672069,0.000004631728,0.0001732415,0.00763225,0.00002408538,0.000375085,0.01925782,0.9625576,0.00000921579],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04363622,0.02388026,0.0007781641,0.1189236,0.003979104,0.0001024619,0.000351899,0.00004358107,0.8083048],"genre_scores_gemma":[0.3620143,0.01630522,0.0011796,0.0321416,0.001736261,0.0002358727,0.000287705,0.00005179461,0.5860475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0187899,"threshold_uncertainty_score":0.04756486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055790910350705,"score_gpt":0.2535670615079886,"score_spread":0.2430091524044816,"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."}}