{"id":"W3034596715","doi":"10.36366/frontiers.v6i1.75","title":"Introduction: Area Studies and Study Abroad in the 21st Century","year":2000,"lang":"en","type":"article","venue":"Frontiers The Interdisciplinary Journal of Study Abroad","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mistake; Conviction; Globe; Power (physics); The arts; Work (physics); Public relations; Media studies; Political science; Environmental ethics; Sociology; Aesthetics; History; Psychology; Law; Engineering; Art","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003405515,0.0002702387,0.0005434253,0.0002255327,0.001636845,0.000191809,0.0009621932,0.00006085787,0.0002040382],"category_scores_gemma":[0.0000857456,0.0001486553,0.0001637962,0.0005608239,0.0005390987,0.0004854443,0.0003243387,0.000658516,0.00001028316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002650289,"about_ca_system_score_gemma":0.0001159178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001728235,"about_ca_topic_score_gemma":0.0009939201,"domain_scores_codex":[0.9963294,0.001103075,0.000857554,0.0003207042,0.0009642099,0.0004250715],"domain_scores_gemma":[0.998863,0.0001535382,0.0003359038,0.0003504387,0.0001917136,0.0001053405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004071766,0.001164197,0.03703481,0.000005537739,0.0005179608,0.0001768194,0.7851581,0.00003365424,7.839517e-7,0.00001048639,0.1504087,0.0250818],"study_design_scores_gemma":[0.0009249651,0.001002726,0.152998,0.00004207694,0.0001105688,0.00006121588,0.8004327,0.000003037143,4.987836e-7,0.0007064139,0.04356373,0.0001540719],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618021,0.01710541,0.00001326821,0.01391227,0.002790077,0.0009736433,0.000002112843,0.00001820763,0.003382922],"genre_scores_gemma":[0.9908971,0.004984839,0.0001198039,0.0001111896,0.001818106,0.0000332768,3.384818e-7,0.00001510037,0.002020288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1159631,"threshold_uncertainty_score":0.9996629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01664387783480652,"score_gpt":0.3264363690560746,"score_spread":0.3097924912212681,"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."}}