{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007249242,0.0001913687,0.000167638,0.0005397708,0.0006759092,0.001544581,0.0003070447,0.0002613744,0.003901839],"category_scores_gemma":[0.002380328,0.0001056648,0.0002627774,0.0006412948,0.000513141,0.0008236752,0.001995164,0.0005247129,0.0003526803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005120152,"about_ca_system_score_gemma":0.001056337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01167679,"about_ca_topic_score_gemma":0.01802973,"domain_scores_codex":[0.999509,0.0001306162,0.00002058692,0.00003539262,0.00006768809,0.0002367639],"domain_scores_gemma":[0.9965322,0.0003880762,0.0006607622,0.0001039147,0.0003181745,0.001996844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007327246,0.0008306192,0.9372027,0.0001253183,0.00007111376,0.0006734784,0.02145229,0.00009840071,0.003028967,0.0004463849,0.0007807746,0.03455732],"study_design_scores_gemma":[0.00000484616,0.0001886849,0.977217,0.00001841537,0.0000156131,0.00005028276,0.0215643,0.00004227971,0.0001726682,0.00002403178,0.0006945556,0.00000727026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987269,0.00003983575,0.000008425483,0.00004478888,0.000003990284,0.000002024632,0.00001407808,0.000001243174,0.00115866],"genre_scores_gemma":[0.9992617,0.00007416475,0.00001346626,0.00003098858,0.000003387458,0.000002670482,0.00003448251,0.000001759154,0.000577385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01167679,"threshold_uncertainty_score":0.02321762,"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."}}