{"id":"W2171154579","doi":"10.1177/1053825915571749","title":"Assessing Vertical Development in Experiential Learning Curriculum","year":2015,"lang":"en","type":"article","venue":"Journal of Experiential Education","topic":"Ego Development and Educational Practices","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Experiential learning; Internship; Curriculum; Psychology; Curriculum development; Pedagogy; Experiential education; Perception; Management development; Task (project management); Engineering ethics; Medical education; Political science; Engineering; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008670508,0.0001272357,0.0001865499,0.0003545064,0.00009690836,0.0001792281,0.0001747669,0.00009245558,0.0009173827],"category_scores_gemma":[0.000634274,0.0001208146,0.0000533175,0.0003009065,0.00004388218,0.001218445,0.00003255508,0.0003594283,0.0001140715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002947573,"about_ca_system_score_gemma":0.00205139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005795428,"about_ca_topic_score_gemma":0.00000592932,"domain_scores_codex":[0.9981863,0.0002282491,0.0007152096,0.0001774436,0.0004471415,0.0002455904],"domain_scores_gemma":[0.9988231,0.00006559503,0.0003263669,0.0000952585,0.0004661249,0.0002235596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005169514,0.007064743,0.2328417,0.00002333129,0.0001670981,0.00005356688,0.6199852,0.0001077833,0.00287308,0.004593536,0.03680703,0.09496606],"study_design_scores_gemma":[0.001681013,0.0002074008,0.07289822,0.0001572425,0.00003380579,0.0002868946,0.4213161,0.00004194177,0.002275476,0.0002646062,0.5004114,0.0004258848],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776558,0.0006246902,0.00127863,0.0004143123,0.01203845,0.00007856156,3.022965e-8,0.00001059283,0.007898947],"genre_scores_gemma":[0.990867,0.000004309204,0.007176163,0.00009213723,0.001037406,0.00003290955,0.00001059577,0.0000152547,0.0007642175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4636044,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06333506345298294,"score_gpt":0.4319327526500754,"score_spread":0.3685976891970924,"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."}}