{"id":"W3023505608","doi":"10.36366/frontiers.v32i2.471","title":"Defining the Field School Within Study Abroad","year":2020,"lang":"en","type":"article","venue":"Frontiers The Interdisciplinary Journal of Study Abroad","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Study abroad; CONTEST; Popularity; Experiential learning; Field (mathematics); Globalization; Service-learning; Public relations; Political science; Mathematics education; Marketing; Pedagogy; Psychology; Business; Social psychology","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":[0.00177481,0.0001917021,0.0003307693,0.00005989823,0.001841907,0.0002913558,0.001439227,0.00005727113,0.0002121008],"category_scores_gemma":[0.001337392,0.00009779007,0.0002132018,0.0004551703,0.0002142476,0.0003939166,0.000461097,0.000776473,0.00005408533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001378512,"about_ca_system_score_gemma":0.000234636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005133676,"about_ca_topic_score_gemma":0.0005765858,"domain_scores_codex":[0.9971994,0.0007977957,0.0006948143,0.0002096222,0.0007986288,0.0002997378],"domain_scores_gemma":[0.998275,0.0002234786,0.0005661718,0.0002536007,0.000380746,0.0003009886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002622652,0.0004274982,0.02463587,0.000001811964,0.0002472647,0.00003052341,0.5850218,0.00009718964,0.000003354925,0.00009377779,0.3883313,0.0008473984],"study_design_scores_gemma":[0.0008447123,0.001337476,0.02552378,0.00003024142,0.0001835849,0.00001194983,0.9433153,0.00005009527,0.000009388302,0.0002363226,0.0283136,0.0001434992],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8859087,0.001276743,0.0001146784,0.09724464,0.004804946,0.000966709,0.000002482639,0.00003295813,0.009648142],"genre_scores_gemma":[0.9954565,0.00002604551,0.0002406856,0.002191606,0.0007588204,0.00001568907,3.782158e-7,0.00001154583,0.00129876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3600177,"threshold_uncertainty_score":0.9994575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732544941151092,"score_gpt":0.3748462544522248,"score_spread":0.3575208050407139,"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."}}