{"id":"W3196171937","doi":"10.1017/s0266078421000274","title":"#Stayhome: Language in tourism advertisements on Instagram","year":2021,"lang":"en","type":"article","venue":"English Today","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tourism; Quarter (Canadian coin); Advertising; Destinations; Tourist destinations; Social media; Business; Geography; Economy; Political science; Economics","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":[0.0006674436,0.000373847,0.0001837287,0.0006784591,0.002640566,0.00388625,0.0003608146,0.0009568612,0.1525266],"category_scores_gemma":[0.002576798,0.0002061697,0.0001847439,0.0008832553,0.000662538,0.004485769,0.001832182,0.001138503,0.06141561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007290447,"about_ca_system_score_gemma":0.0006384429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005949066,"about_ca_topic_score_gemma":0.01615977,"domain_scores_codex":[0.9995708,0.0001365568,0.00002504621,0.00003060254,0.0001098767,0.0001272009],"domain_scores_gemma":[0.9985507,0.000585875,0.0001230779,0.0000997787,0.0003259879,0.0003145378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002716669,0.0001459752,0.008874422,0.0005027246,0.000007979891,0.0007748861,0.02535102,0.00003401353,0.004156611,0.008848718,0.8207891,0.130243],"study_design_scores_gemma":[0.00001398351,0.00008644048,0.01654714,0.0002178903,0.00001348987,0.0004141552,0.01596066,0.0001476561,0.00224503,0.0008408972,0.9634714,0.00004133063],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09040014,0.001133269,0.001994355,0.01287797,0.002721704,0.0001387765,0.008574947,0.003462329,0.8786966],"genre_scores_gemma":[0.4290131,0.001511099,0.003625443,0.009079491,0.001663307,0.0002314534,0.007137821,0.00309753,0.5446407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1525266,"threshold_uncertainty_score":0.5102522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793280546969241,"score_gpt":0.410981539177363,"score_spread":0.3830487337076706,"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."}}