{"id":"W2943470407","doi":"","title":"Experiential Education at UBC: Diverse Perspectives on Challenges, Opportunities, and Institutional Support","year":2019,"lang":"en","type":"article","venue":"2019 Conference of the Canadian Society for the Study of Education","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Experiential learning; Transformative learning; Experiential education; Pedagogy; Sociology; Service-learning; Agency (philosophy); Higher education; Teleology; Stakeholder; Engineering ethics; Psychology; Public relations; Political science; Social science; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000589281,0.00007332252,0.00009342484,0.00003543451,0.001386324,0.00003243562,0.00038306,0.00005004655,0.0002393306],"category_scores_gemma":[0.00005915977,0.00005716841,0.00008550758,0.00007334519,0.0002828693,0.00009231286,0.00005947921,0.000109306,0.000002998268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003856248,"about_ca_system_score_gemma":0.00407036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1897063,"about_ca_topic_score_gemma":0.2757061,"domain_scores_codex":[0.9992408,0.000142563,0.0001126198,0.0001287544,0.0002427823,0.0001325128],"domain_scores_gemma":[0.9990437,0.0001165987,0.000137951,0.0002997775,0.0003225898,0.00007936109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001801337,0.0004368013,0.001756713,0.00002956096,0.0001017334,1.024277e-8,0.8025205,0.00001423269,0.00001526077,0.1667057,0.007002589,0.02139897],"study_design_scores_gemma":[0.0001771619,0.0001255436,0.01311718,0.00002609252,0.00003821924,1.769766e-7,0.8799629,0.00001192903,0.000006873629,0.0001438458,0.1063284,0.00006165182],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629245,0.0003535834,0.00000130826,0.009917372,0.001078688,0.001011442,0.00002072469,0.00000591406,0.02468649],"genre_scores_gemma":[0.9911872,0.0004380093,0.00003030652,0.0001858177,0.00007927337,0.00006418063,0.00001549449,0.000004643982,0.007995077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1665618,"threshold_uncertainty_score":0.9999138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007981017856029,"score_gpt":0.3176245971348274,"score_spread":0.2168264953492244,"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."}}