{"id":"W2315179245","doi":"10.1108/tr-11-2015-0056","title":"Research in a culturally diverse world: reducing redundancies, increasing relevance","year":2016,"lang":"en","type":"article","venue":"Tourism Review","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Originality; Relevance (law); Tourism; Value (mathematics); Order (exchange); China; Marketing; Sociology; Political science; Social science; Business; Computer science; Qualitative research; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3088127,0.0008664098,0.002913008,0.007742368,0.01085035,0.02367369,0.004928886,0.006130958,0.004890383],"category_scores_gemma":[0.3984717,0.001440282,0.001601063,0.006877365,0.02066622,0.01999986,0.03147604,0.006364922,0.0009414698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01142987,"about_ca_system_score_gemma":0.05020354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002932332,"about_ca_topic_score_gemma":0.006868519,"domain_scores_codex":[0.5617572,0.3679952,0.02250582,0.009859107,0.0321873,0.005695371],"domain_scores_gemma":[0.4430255,0.3892909,0.04415892,0.0485296,0.05405825,0.02093693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004132004,0.0005881085,0.02718794,0.03488871,0.0008810117,0.002217046,0.3925526,0.0006040109,0.003154053,0.0846002,0.02292285,0.4299903],"study_design_scores_gemma":[0.00036507,0.001155786,0.03101654,0.04522352,0.0009743606,0.002787954,0.439182,0.001049987,0.001889233,0.2055439,0.2704676,0.0003440618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2074858,0.1221677,0.05703939,0.5514698,0.005418872,0.005042974,0.0002710663,0.0004293474,0.05067511],"genre_scores_gemma":[0.8143312,0.03014327,0.08561409,0.05999342,0.002363397,0.004540536,0.0001507175,0.0001342456,0.002729223],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3088127,"threshold_uncertainty_score":0.852357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103344876879113,"score_gpt":0.4291433418957759,"score_spread":0.3257984650166629,"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."}}