{"id":"W4401612401","doi":"10.18260/1-2-1125.1143.1149-48561","title":"Towards Development of an Interactive Mobile Application for Teaching The UNSDG","year":2024,"lang":"en","type":"article","venue":"","topic":"21st Century Education and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"York University","keywords":"Curriculum; Action (physics); Computer science; Process (computing); SAFER; Best practice; Sustainable development; Scale (ratio); Multimedia; Psychology; Pedagogy; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000501096,0.00002870052,0.00003261459,0.00001249764,0.0001983327,0.00003442764,0.0001187145,0.00001674237,0.00008263078],"category_scores_gemma":[0.00004860759,0.0000188969,0.00001907714,0.00006451385,0.00004110126,0.0001430047,0.000009132285,0.00004536821,0.0000106105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008178845,"about_ca_system_score_gemma":0.0003257017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007394229,"about_ca_topic_score_gemma":0.001130755,"domain_scores_codex":[0.9996145,0.00003444828,0.0000859478,0.00008871523,0.0001086629,0.00006769287],"domain_scores_gemma":[0.9997618,0.00008685765,0.00002995215,0.00006136948,0.00003744625,0.00002259381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004007238,0.00004969054,0.00001828655,0.00001011691,0.000008857583,1.390503e-8,0.1699245,0.000003363829,0.0004041234,0.1975082,0.002109675,0.6299592],"study_design_scores_gemma":[0.00002129612,0.000008624415,0.00050163,0.000008925662,0.000002632267,5.600446e-8,0.03729093,0.0003632224,0.002513312,0.001072395,0.9581847,0.0000323106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6845251,0.0003227258,0.09950521,0.00786556,0.002912785,0.002020406,0.00001590836,0.0002059028,0.2026264],"genre_scores_gemma":[0.9898656,0.000006656411,0.003994747,0.0001019387,0.0001130514,0.0001905043,0.000004811059,0.000003181256,0.005719513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.956075,"threshold_uncertainty_score":0.1525435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597831041904933,"score_gpt":0.3815178099330985,"score_spread":0.3655394995140492,"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."}}