{"id":"W4388415503","doi":"10.1007/978-3-030-91262-8_19-1","title":"Teaching Sustainable Development Goals Through Collaborative Tandem Learning in a Post-COVID-19 Era","year":2023,"lang":"en","type":"book-chapter","venue":"Implementing the UN sustainable development goals - regional perspectives","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Yorkville University","funders":"","keywords":"Equity (law); Sustainable development; Curriculum; Political science; Coronavirus disease 2019 (COVID-19); Pedagogy; Mathematics education; Medical education; Psychology; Public relations; Medicine; Law; Infectious disease (medical specialty)","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01056476,0.0008606974,0.0007727936,0.001201025,0.00894706,0.0007391754,0.001087943,0.0004804503,0.000951949],"category_scores_gemma":[0.004359326,0.0008184336,0.0001898421,0.001311157,0.0007111286,0.00112935,0.0006899788,0.001804484,0.0001010024],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009902442,"about_ca_system_score_gemma":0.02499801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00430513,"about_ca_topic_score_gemma":0.002789584,"domain_scores_codex":[0.9918835,0.0008680332,0.001472519,0.00136727,0.002022402,0.002386308],"domain_scores_gemma":[0.9932472,0.001860785,0.001254495,0.0003777114,0.002980448,0.0002793382],"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":[0.00004529097,0.00007165214,0.0004477469,0.0001609856,0.0003161339,0.0001103628,0.3727951,0.00004788958,0.000004308542,0.6200898,0.00512987,0.0007808562],"study_design_scores_gemma":[0.0003439676,0.00002783305,0.0008503755,0.0001151589,0.00002347827,0.000002881061,0.4681588,0.000001112518,0.0000098036,0.05717649,0.4727577,0.0005323721],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01903704,0.003784548,0.0007842516,0.1425082,0.0004668444,0.007283572,0.00002240926,0.001127973,0.8249852],"genre_scores_gemma":[0.08002695,0.0004496326,0.00320348,0.002291155,0.0007371546,0.0006605292,0.0004687168,0.0001931984,0.9119692],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5629133,"threshold_uncertainty_score":0.9999613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0547286315600817,"score_gpt":0.3565025522465585,"score_spread":0.3017739206864768,"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."}}