{"id":"W2265734116","doi":"","title":"Transdisciplinary Teaching Approaches of Global Learning for Sustainable Development","year":2013,"lang":"en","type":"article","venue":"Malmö University Publications (Malmö University)","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Computer science; Engineering ethics; Political science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003923221,0.0008286692,0.000462364,0.001792071,0.003943968,0.008820472,0.00196413,0.00274196,0.01312407],"category_scores_gemma":[0.002388525,0.0002275548,0.0007864232,0.001128943,0.0181278,0.007146029,0.01234107,0.005906655,0.00217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005941942,"about_ca_system_score_gemma":0.006100455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284697,"about_ca_topic_score_gemma":0.003126859,"domain_scores_codex":[0.9959552,0.002654031,0.0001065336,0.0004778647,0.0004714213,0.0003349732],"domain_scores_gemma":[0.9982775,0.0006743493,0.0001341613,0.0002887284,0.0001910738,0.0004341868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009878806,0.00005390059,0.0002453573,0.0002072601,0.00000864411,0.0001732835,0.03266026,0.0003591445,0.0004459254,0.9331306,0.005087596,0.02761804],"study_design_scores_gemma":[0.00001361396,0.00004778321,0.0004256162,0.0006010407,0.00001166097,0.000398222,0.03382789,0.0008561979,0.000696574,0.5091584,0.4539447,0.00001829898],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01801587,0.01043426,0.1155535,0.0384187,0.002044889,0.0002176359,0.00003849609,0.0002479405,0.8150286],"genre_scores_gemma":[0.7086971,0.01270809,0.08074424,0.01160231,0.0008363932,0.0006923061,0.00008984643,0.0002949839,0.1843347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01312407,"threshold_uncertainty_score":0.04390442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318665967951109,"score_gpt":0.2610804562955371,"score_spread":0.2292138595004262,"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."}}