{"id":"W2992383237","doi":"","title":"Study Abroad: Essentials in Recruitment and Interdisciplinary Practice","year":2016,"lang":"en","type":"article","venue":"DigitalCommons@Kennesaw State University (Kennesaw State University)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Study abroad; Diversity (politics); Medical education; Quarter (Canadian coin); Work (physics); Higher education; Graduate students; Psychology; Pedagogy; Political science; Medicine; Engineering; Geography","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":[0.0008365313,0.0003849909,0.00045956,0.001007447,0.0008896225,0.0001784244,0.0008637378,0.000122166,0.0001121911],"category_scores_gemma":[0.0001396371,0.0003823997,0.000159993,0.0008131175,0.0005690709,0.003116784,0.001356136,0.0002386956,0.00008933971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172811,"about_ca_system_score_gemma":0.0001807963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004829347,"about_ca_topic_score_gemma":0.03269922,"domain_scores_codex":[0.9966369,0.0007836027,0.000345556,0.0008121653,0.0006400467,0.0007817356],"domain_scores_gemma":[0.9976494,0.0009589152,0.0003138349,0.0003377688,0.0003729962,0.0003670986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.008870719,0.009190568,0.1375931,0.000107952,0.002285339,0.02513151,0.576449,0.0001087274,0.0004305077,0.1375591,0.005835879,0.09643754],"study_design_scores_gemma":[0.005321179,0.0005164213,0.01082158,0.0001563411,0.0001185146,0.00001282513,0.5536537,0.000005440581,0.00004917813,0.001749784,0.426733,0.0008620317],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8744145,0.00005468651,0.000225065,0.003786657,0.0003204321,0.001141018,0.0001864805,0.0001671529,0.119704],"genre_scores_gemma":[0.9800587,0.002599892,0.00006124654,0.00003447703,0.00005148643,0.000001098687,0.00001918476,0.00002752811,0.01714639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4208971,"threshold_uncertainty_score":0.9998628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04277864044339869,"score_gpt":0.3270027485190176,"score_spread":0.2842241080756189,"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."}}