{"id":"W2074950524","doi":"10.1080/02508281.2010.11081624","title":"Students or Tourists: A Profile of English Language Learners in Cape Town","year":2010,"lang":"en","type":"article","venue":"Tourism Recreation Research","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Cape; Tourism; Sociology; English language; Library science; Media studies; Advertising; Geography; Psychology; Archaeology; Computer science; Mathematics education; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004531901,0.00006574196,0.000149962,0.0003905476,0.0002043707,0.0001046313,0.0004090706,0.0001536332,0.004377532],"category_scores_gemma":[0.005874505,0.00005629595,0.00003215438,0.0009794352,0.0002274386,0.0001644192,0.00005483081,0.0004751649,0.00007165394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036437,"about_ca_system_score_gemma":0.0006470047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03523597,"about_ca_topic_score_gemma":0.01602131,"domain_scores_codex":[0.9974812,0.0006526398,0.0002746551,0.0001921931,0.001034823,0.0003645065],"domain_scores_gemma":[0.9984012,0.0004493289,0.0001076614,0.0002515808,0.000634863,0.0001553538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009554388,0.0003977349,0.1875553,0.00005475714,0.00001728691,0.00001854467,0.7315185,0.000001375235,0.001946852,0.005794416,0.06140997,0.01118969],"study_design_scores_gemma":[0.0008417834,0.0001084884,0.06097146,0.0001141017,0.000004374389,6.017167e-7,0.523831,0.000009787886,0.002004045,0.000237266,0.4116705,0.0002066068],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8707641,0.00003575696,8.899059e-7,0.0006506397,0.0003387977,0.0005250425,0.000005745724,0.00002718208,0.1276519],"genre_scores_gemma":[0.9124312,0.00005770812,0.000199138,0.00002277325,0.001320106,0.0001176863,0.000007824877,0.000009982108,0.08583353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3502605,"threshold_uncertainty_score":0.9965326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0686085186562345,"score_gpt":0.4717181725481844,"score_spread":0.4031096538919499,"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."}}