{"id":"W2513177742","doi":"10.1080/14926150409556603","title":"Educating for citizenship: Reappraising the role of science education","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; University of Victoria","funders":"","keywords":"Scientific literacy; CONTEST; Framing (construction); Citizenship; Democracy; Sociology; Literacy; Science education; Argument (complex analysis); Science, technology, society and environment education; Political science; Ethnography; Engineering ethics; Social science; Environmental ethics; Epistemology; Pedagogy; Law; Politics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":["sts"],"category_scores_codex":[0.004515447,0.0000747056,0.0001276128,0.001465508,0.002786067,0.0002177004,0.0009790787,0.00006642608,0.00001480423],"category_scores_gemma":[0.00654666,0.00005982102,0.0000286078,0.002960135,0.01124442,0.0004248385,0.00001867522,0.0001626627,0.000001278052],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003611681,"about_ca_system_score_gemma":0.09103066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002308622,"about_ca_topic_score_gemma":0.003156415,"domain_scores_codex":[0.9987283,0.00001646942,0.0003515565,0.0001684471,0.0003664748,0.0003687869],"domain_scores_gemma":[0.9968686,0.0001292501,0.0005013208,0.0002204411,0.00192311,0.0003572855],"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":[3.997895e-7,0.00004610786,0.001358821,0.000009012277,0.000001818053,3.187499e-8,0.04463939,0.000002309097,0.004525321,0.8774356,0.00008501356,0.07189623],"study_design_scores_gemma":[0.00005477492,0.00004335832,0.0006940291,0.0001283826,0.00001363984,0.0000690873,0.470849,0.00001728067,0.005223793,0.5177673,0.005062563,0.00007680442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620833,0.0008819544,0.000371628,0.02343084,0.00202334,0.0002998516,0.000001315584,0.000007778734,0.01090003],"genre_scores_gemma":[0.9801571,0.00002237652,0.01940555,0.0001187735,0.0001779273,0.00001187128,2.405309e-7,0.000004606198,0.0001015994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4262096,"threshold_uncertainty_score":0.9985121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697296927561387,"score_gpt":0.3560444698160893,"score_spread":0.3290715005404754,"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."}}