{"id":"W7001129052","doi":"","title":"Investigating the transformative value of learning experiences abroad in a summer field study program","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Study abroad; Intrapersonal communication; Context (archaeology); Field (mathematics); Value (mathematics); Identity (music); Interpersonal communication; Narrative","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001807847,0.0003230001,0.0004740973,0.0002026193,0.001190695,0.0001107069,0.0007464843,0.000388481,0.0001485229],"category_scores_gemma":[0.002000618,0.0002744426,0.0001749619,0.0008357134,0.0001434438,0.0005863918,0.00003605249,0.001385352,0.00002337616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001880923,"about_ca_system_score_gemma":0.000204257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007420703,"about_ca_topic_score_gemma":0.01782554,"domain_scores_codex":[0.9963173,0.001118163,0.0007700478,0.000466883,0.0008514111,0.000476209],"domain_scores_gemma":[0.9980692,0.0006116756,0.0006169732,0.0002832239,0.0003053672,0.0001135467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006843857,0.0008503509,0.01683196,0.0002586048,0.0001524573,0.000004093821,0.2975293,0.00004670876,0.0003322205,0.04674169,0.00000669896,0.6371775],"study_design_scores_gemma":[0.0004788053,0.0004096108,0.005827005,0.0004869984,0.00007329616,3.666975e-7,0.9692761,0.00003025727,0.003413246,0.001967509,0.01755716,0.0004796736],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142035,0.0001015733,6.531508e-8,0.00005982557,0.0008949298,0.001718195,0.000009037419,0.0000900857,0.08292278],"genre_scores_gemma":[0.9919288,0.00005729225,0.0001198236,0.00008004948,0.00004838271,0.0006388766,0.00004054453,0.00003548414,0.007050778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6717467,"threshold_uncertainty_score":0.9999708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349740271720412,"score_gpt":0.3401959059594158,"score_spread":0.3166985032422117,"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."}}