{"id":"W2124224022","doi":"10.1142/s021960771250005x","title":"GLOBALIZATION AND SCIENCE EDUCATION","year":2013,"lang":"en","type":"article","venue":"COSMOS","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Globalization; Economic globalization; Perspective (graphical); Science education; Political science; Sociology; Social science; Engineering ethics; Science, technology, society and environment education; Economic growth; Pedagogy; Economics; Law; Engineering","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":[0.0001216501,0.00002799788,0.00002523187,0.00002358579,0.0003849266,0.0001766123,0.00008806401,0.00001905658,0.0002058194],"category_scores_gemma":[0.0003899287,0.00002455108,0.000005661736,0.0002780962,0.0003022889,0.0004079671,0.00001358219,0.00001618208,0.0001568203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007888775,"about_ca_system_score_gemma":0.0004660776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004790377,"about_ca_topic_score_gemma":0.0001576488,"domain_scores_codex":[0.999581,0.00001973098,0.00004745447,0.00009453404,0.0001471567,0.0001101401],"domain_scores_gemma":[0.999438,0.000007613476,0.0000218941,0.00005471121,0.0003615605,0.0001162589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[7.692452e-7,0.0001083875,0.01067779,0.000006929886,0.000001906508,5.00791e-8,0.0546218,0.000001187454,0.002711473,0.6804754,0.1282975,0.1230968],"study_design_scores_gemma":[0.00009110849,0.000006828976,0.2029931,0.0000130688,0.000004605333,0.000001248153,0.02912213,0.00005597802,0.0002140566,0.00663733,0.7607373,0.0001232849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.859336,0.0001221649,0.00001065067,0.005284002,0.0008499727,0.0002527831,3.479333e-7,0.00004373213,0.1341003],"genre_scores_gemma":[0.995029,0.00004580947,0.0004282688,0.001054022,0.00007365774,0.00001433537,0.000001829561,0.000001100999,0.003351988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6738381,"threshold_uncertainty_score":0.724165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964316625080969,"score_gpt":0.3464522727352611,"score_spread":0.3268091064844514,"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."}}