{"id":"W114729514","doi":"","title":"Business Language Studies and Study Abroad in “A Changed World”","year":2013,"lang":"en","type":"article","venue":"Purdue e-Pubs (Purdue University System)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Linguistics; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004475067,0.0003887591,0.0003133313,0.0007204136,0.02095711,0.01218063,0.0009508414,0.002727725,0.01786233],"category_scores_gemma":[0.003356071,0.0002044695,0.0002871417,0.0009123881,0.0170569,0.00726373,0.01434126,0.005406385,0.001873044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003735541,"about_ca_system_score_gemma":0.008608582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006090117,"about_ca_topic_score_gemma":0.01697715,"domain_scores_codex":[0.9957617,0.003091837,0.00005063483,0.0001657563,0.0001973318,0.0007328049],"domain_scores_gemma":[0.9920705,0.001180986,0.0003947918,0.0002311281,0.0002754876,0.005847162],"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":[0.0001014838,0.0007491171,0.02152681,0.0002538711,0.00001956622,0.003304829,0.5755003,0.0001916346,0.001365972,0.2001376,0.1034861,0.0933627],"study_design_scores_gemma":[0.00001008696,0.0001089028,0.004974206,0.0002231673,0.000002831063,0.0007081672,0.7396584,0.0000656716,0.0002093578,0.01315995,0.2408572,0.00002207604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4998028,0.005495312,0.002426255,0.1818467,0.001532859,0.0000577294,0.00006150932,0.00008477956,0.3086922],"genre_scores_gemma":[0.9426675,0.002309435,0.001227255,0.01282679,0.0003245227,0.00005561843,0.00003948902,0.00004601863,0.04050327],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02095711,"threshold_uncertainty_score":0.0597555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02694426565605015,"score_gpt":0.3064142551379848,"score_spread":0.2794699894819347,"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."}}