{"id":"W4382399126","doi":"10.3126/mef.v13i01.56022","title":"Virtual International Group Study Program: Towards Understanding Sustainable Development Goals and Community Development in Nepal","year":2023,"lang":"en","type":"article","venue":"Molung Educational Frontier","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Conceptualization; Experiential learning; General partnership; Empowerment; Public relations; Sustainable development; Sociology; Pedagogy; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003176516,0.0001191225,0.0001302931,0.0002973201,0.002225489,0.0002735562,0.0002874501,0.00007524114,0.0005108302],"category_scores_gemma":[0.0008354471,0.0001368604,0.00002018798,0.0009896538,0.0001192489,0.0004187555,0.0001393831,0.0003299631,0.0000683515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703943,"about_ca_system_score_gemma":0.001802176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002130803,"about_ca_topic_score_gemma":0.003988195,"domain_scores_codex":[0.9979033,0.0006717966,0.0002932877,0.0002114695,0.0005446323,0.0003754433],"domain_scores_gemma":[0.9990779,0.0004453583,0.00009186717,0.0001036494,0.0001506328,0.0001305824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004702881,0.002379423,0.4139561,0.0000160967,0.0001262882,0.000005426714,0.4295374,0.000006979233,0.000001902367,0.09463675,0.02691837,0.03236828],"study_design_scores_gemma":[0.0002099731,0.00001873798,0.4110831,0.000006666071,0.00000440655,2.456891e-7,0.3671328,0.000006565001,0.000001113125,0.002304468,0.2191244,0.0001075631],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568614,0.0000485832,0.0002044719,0.01686203,0.001696445,0.0008989311,0.000001249707,0.0001116373,0.0233152],"genre_scores_gemma":[0.9600213,0.00001364386,0.002536058,0.0001416273,0.000185892,0.0004084419,0.0000918819,0.00001333691,0.03658782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.192206,"threshold_uncertainty_score":0.9990735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07526398138182781,"score_gpt":0.3935479915339615,"score_spread":0.3182840101521336,"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."}}