{"id":"W1503627643","doi":"10.22329/celt.v3i0.3250","title":"20. Learning That Matters: Discovery of Meaning and Development of Wisdom in Undergraduate Education","year":2010,"lang":"en","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Experiential learning; Meaning (existential); Value (mathematics); Psychology; Reflection (computer programming); Engineering ethics; Pedagogy; Experiential education; Mathematics education; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009504539,0.0001387575,0.0002708147,0.0003571987,0.0003271216,0.00003924616,0.00008665763,0.0001274345,0.00002384584],"category_scores_gemma":[0.0003081721,0.0001336055,0.00002031156,0.0001199238,0.000136403,0.00009848597,0.00006076764,0.001532558,0.000003060162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002434848,"about_ca_system_score_gemma":0.0001290293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002624141,"about_ca_topic_score_gemma":0.0002543957,"domain_scores_codex":[0.9984853,0.000524701,0.0002694581,0.0003090682,0.000149297,0.0002621548],"domain_scores_gemma":[0.999082,0.0005326612,0.0001863566,0.0001126061,0.00003445442,0.00005191987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003363008,0.0004129394,0.7560243,0.0001863419,0.000151233,0.000008110549,0.07626357,0.0001218852,0.01119464,0.01721107,0.0003641957,0.1377254],"study_design_scores_gemma":[0.008767901,0.001536455,0.7847936,0.002937763,0.0001251569,0.0002283204,0.1694294,0.003682473,0.005015612,0.003706481,0.0179871,0.001789803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723262,0.0001725702,0.0007491004,0.0004565613,0.0001666481,0.000110772,4.556519e-7,0.00003622577,0.02598149],"genre_scores_gemma":[0.9923111,0.000006297847,0.001359866,0.00002609032,0.00002224684,0.00001691945,0.00001205292,0.00002042273,0.006224966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1359356,"threshold_uncertainty_score":0.6658285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208380255591392,"score_gpt":0.3279181275353896,"score_spread":0.3070801019762504,"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."}}