{"id":"W3023533642","doi":"10.36366/frontiers.v31i2.460","title":"Eastern Promises Fulfilled: The Differential Impact of Marketing-Focused Short-Term Study Abroad Programs in India and Japan","year":2019,"lang":"en","type":"article","venue":"Frontiers The Interdisciplinary Journal of Study Abroad","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Study abroad; Term (time); Quarter (Canadian coin); Differential (mechanical device); Sample (material); Medical education; Marketing; Psychology; Political science; Public relations; Pedagogy; Business; Engineering; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.003558493,0.0003380037,0.0005906041,0.0005360412,0.0002616385,0.0004056252,0.0008117118,0.00005148777,0.0001330738],"category_scores_gemma":[0.00008735908,0.0001821293,0.0002515047,0.0004625542,0.0001226972,0.0007698283,0.001209186,0.0004319537,0.000005920249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007987268,"about_ca_system_score_gemma":0.00003618895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001224623,"about_ca_topic_score_gemma":0.00009210553,"domain_scores_codex":[0.9975063,0.0003051459,0.0009414141,0.0003111702,0.0005807622,0.0003552327],"domain_scores_gemma":[0.9982659,0.0001237089,0.0009497574,0.0004465752,0.0001867724,0.00002733115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002739332,0.002155944,0.9658519,0.0001095248,0.0005968492,0.00001411721,0.008102245,0.00001305895,0.00003825634,0.000002751734,0.004232776,0.01614322],"study_design_scores_gemma":[0.002136309,0.0008195617,0.9424841,0.0002457362,0.0003274686,0.000007132947,0.05307028,0.000524746,7.465973e-7,0.00009544684,0.00009340903,0.0001949989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929053,0.0001717945,0.00002005218,0.0002723038,0.001373725,0.002568892,9.435553e-7,0.00001691268,0.002670032],"genre_scores_gemma":[0.9986542,0.00001020476,0.00002078831,0.00001309318,0.0005218367,0.00004412065,0.000003865858,0.00003404679,0.0006978541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04496804,"threshold_uncertainty_score":0.7427016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439618552408959,"score_gpt":0.2857859997258698,"score_spread":0.2713898142017802,"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."}}