{"id":"W7161976857","doi":"10.82308/44099","title":"Investigating the transformative value of learning experiences abroad in a summer field study program","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Narrative; Qualitative research; Context (archaeology); Study abroad","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000601023,0.0001056495,0.000188586,0.00006959998,0.0002189293,0.00006494741,0.0002810195,0.0001280425,0.0001824699],"category_scores_gemma":[0.0004296642,0.00007473239,0.00005581822,0.0003397406,0.00007241424,0.0001414226,0.00000627162,0.0003432352,0.000004973677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002382412,"about_ca_system_score_gemma":0.00031766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01118221,"about_ca_topic_score_gemma":0.02235056,"domain_scores_codex":[0.9987112,0.0003012485,0.0003167474,0.0001510314,0.0003492542,0.0001704831],"domain_scores_gemma":[0.999289,0.000267923,0.0002151445,0.00009108539,0.0001087589,0.0000280431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003502379,0.00008768379,0.04238869,0.00002198932,0.00001004161,7.004538e-8,0.915127,0.00000415061,0.000002089665,0.00129588,0.00006341204,0.04099553],"study_design_scores_gemma":[0.0001013538,0.0001366591,0.009123583,0.00009536182,0.00001184441,1.585657e-8,0.9882275,0.00005804301,0.0001639996,0.00009606795,0.001889358,0.00009620758],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9081757,0.00006020739,0.000004743629,0.0002384912,0.0004284663,0.001051524,1.424698e-7,0.00003235699,0.09000836],"genre_scores_gemma":[0.9777932,0.00001808741,0.00008829146,0.00003819319,0.00006133456,0.0003274338,0.00001133784,0.00000640187,0.02165574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07310054,"threshold_uncertainty_score":0.995489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02399435072073062,"score_gpt":0.3951191531789251,"score_spread":0.3711248024581945,"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."}}