{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":13,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":13,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"117dd5df2f4e","filters":{"venue":"Journal of Tourism Futures"}},"results":[{"id":"W2129799588","doi":"10.1108/jtf-04-2015-0015","title":"Evolution of models of disability as a basis for further policy changes in accessible tourism","year":2015,"lang":"en","type":"article","venue":"Journal of Tourism Futures","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tourism; Context (archaeology); Biopsychosocial model; Psychology; Marketing; Political science; Business; Geography","authors":[{"name":"Alina Zajadacz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04612916464899557,"gpt":0.360044240090245,"spread":0.3139150754412495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00130516,0.0001690784,0.0005372345,0.0004889317,0.0000285751,0.00001748113,0.0004059531,0.0001777149,0.0001298649],"category_scores_gemma":[0.0002305415,0.0001374067,0.0002006924,0.0003402673,0.0001074516,0.0003074804,0.00005925703,0.000168294,0.000001939196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003268867,"about_ca_system_score_gemma":0.0001808904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004124688,"about_ca_topic_score_gemma":0.0006892874,"domain_scores_codex":[0.998064,0.0002434758,0.0007873792,0.0001934511,0.0004556403,0.0002560345],"domain_scores_gemma":[0.9978524,0.0001616299,0.001086733,0.0003702644,0.0004101553,0.0001188327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00764349,0.005819326,0.6146239,0.001022088,0.001473246,0.00008409475,0.05636365,0.02517364,0.001297153,0.0578447,0.1471669,0.08148777],"study_design_scores_gemma":[0.005686674,0.001709272,0.7402863,0.0003753397,0.0002668001,0.00003989098,0.01609974,0.000798177,0.00233122,0.227161,0.004849533,0.0003960417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800717,0.001758744,0.004799315,0.006569455,0.0008634756,0.0005019,0.00001817523,0.00001047125,0.005406813],"genre_scores_gemma":[0.9960522,0.00006572656,0.001528691,0.00003077251,0.001590933,0.00003374397,0.000001775054,0.00002456497,0.0006715603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1693163,"threshold_uncertainty_score":0.6235322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216343339","doi":"10.1108/jtf-09-2021-227","title":"Global tourism in crisis: conceptual frameworks for research and practice","year":2021,"lang":"en","type":"article","venue":"Journal of Tourism Futures","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Tourism; Sociology; Originality; Value (mathematics); Conceptual framework; Politics; Rigour; Sustainability; Environmental ethics; Social science; Public relations; Political science; Epistemology; Qualitative research; Law; Ecology","authors":[{"name":"Joseph M. Cheer","is_ca":false},{"name":"Dominic Lapointe","is_ca":true},{"name":"Mary Mostafanezhad","is_ca":false},{"name":"Tazim Jamal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08678749975040558,"gpt":0.4642861205591035,"spread":0.3774986208086979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008025569,0.0001465505,0.000390101,0.000298502,0.0006316304,0.0005094538,0.000632264,0.0005321913,0.0002084212],"category_scores_gemma":[0.01633174,0.0001379969,0.0001518998,0.0008225177,0.0006419368,0.001202737,0.0002351607,0.001548,0.000006617896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509151,"about_ca_system_score_gemma":0.001365944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499387,"about_ca_topic_score_gemma":0.001252242,"domain_scores_codex":[0.9950237,0.001424842,0.0005354254,0.0003166276,0.001892933,0.0008065096],"domain_scores_gemma":[0.9931621,0.003273692,0.0003010293,0.0002345204,0.002599082,0.0004295539],"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":[0.000916988,0.0005867359,0.0008075681,0.00003181284,0.0001712878,0.009745828,0.01277512,0.00005801176,0.00006812962,0.08168655,0.8832565,0.009895486],"study_design_scores_gemma":[0.001992008,0.0005873277,0.003445075,0.0001710856,0.00005200073,0.0002071393,0.4359186,0.00001069675,0.000158539,0.1345693,0.4226228,0.0002654401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4130984,0.03434687,0.001454348,0.4621215,0.004347882,0.001191555,0.00005584162,0.00005433432,0.08332928],"genre_scores_gemma":[0.9612398,0.004097178,0.02338231,0.00145441,0.008112055,0.00001486325,0.00000169282,0.00002657681,0.001671083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5481415,"threshold_uncertainty_score":0.9919541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2739986353","doi":"10.1108/jtf-10-2016-0036","title":"Urban tourism: the growing role of VFR and immigration","year":2017,"lang":"en","type":"article","venue":"Journal of Tourism Futures","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Tourism; Immigration; Visitor pattern; Originality; Tourism geography; Promotion (chess); Value (mathematics); Economic growth; Sociology; Marketing; Political science; Business; Qualitative research; Politics; Economics; Social science","authors":[{"name":"Tom Griffin","is_ca":true},{"name":"Frédéric Dimanche","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01409683875700441,"gpt":0.3101032728851289,"spread":0.2960064341281245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00199628,0.0001014114,0.0002377707,0.0001356695,0.001533972,0.0004097193,0.001021926,0.0001078685,0.00009293707],"category_scores_gemma":[0.000801391,0.00006779048,0.0001591855,0.00006328552,0.0005095465,0.001454283,0.000157475,0.0003779618,0.000003601569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004566169,"about_ca_system_score_gemma":0.0001830051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003620321,"about_ca_topic_score_gemma":0.0004120788,"domain_scores_codex":[0.9981397,0.000213822,0.0003287911,0.000112016,0.000936379,0.0002692603],"domain_scores_gemma":[0.9982474,0.0001954253,0.0007762549,0.0003123767,0.0003149137,0.0001536152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004378337,0.0003182916,0.03595782,0.00006001961,0.0005614844,0.001032406,0.05513716,0.0000402124,0.01589482,0.05990237,0.708325,0.1223326],"study_design_scores_gemma":[0.002036235,0.0006651506,0.3458196,0.000314446,0.0002784299,0.00007039928,0.1480309,0.0001141642,0.01484779,0.04609146,0.4411884,0.0005430509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93893,0.003256444,0.00001831339,0.03341009,0.0008183922,0.0001657584,0.000003420256,0.00000956203,0.02338806],"genre_scores_gemma":[0.9936976,0.0008611082,0.0003957432,0.0000982006,0.003790995,0.000001040056,1.694663e-7,0.000009455058,0.001145624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3098618,"threshold_uncertainty_score":0.9997659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281700202","doi":"10.1108/jtf-11-2021-0253","title":"Recognising the regenerative impacts of Canadian women tourism social entrepreneurs through a feminist ethic of care lens","year":2022,"lang":"en","type":"article","venue":"Journal of Tourism Futures","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Mindset; Snowball sampling; Grounded theory; Public relations; Sociology; Tourism; Engineering ethics; Qualitative research; Political science; Engineering; Social science","authors":[{"name":"Karla Boluk","is_ca":true},{"name":"Gaurav Panse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02513604372211694,"gpt":0.2910726964348421,"spread":0.2659366527127252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001785733,0.0002015114,0.000533947,0.0004248018,0.002011446,0.00007222432,0.0007157786,0.0001698214,0.0004759082],"category_scores_gemma":[0.0003203428,0.000158672,0.0003701712,0.0007375547,0.0003514833,0.0002139679,0.0001182213,0.0008569875,8.63648e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008636024,"about_ca_system_score_gemma":0.00338862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09425828,"about_ca_topic_score_gemma":0.07540802,"domain_scores_codex":[0.9962966,0.0008915233,0.0008053767,0.0001962039,0.001218797,0.0005914462],"domain_scores_gemma":[0.9976216,0.000249579,0.001239626,0.0001866351,0.0004692871,0.0002332942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001455257,0.00005889553,0.0007676306,0.00002835167,0.0002020121,0.000157678,0.831021,0.00009500175,0.0002820915,0.0004828135,0.164759,0.002000056],"study_design_scores_gemma":[0.0006155443,0.0004100031,0.006481191,0.00005984612,0.00008335724,0.00004138599,0.7020552,9.394172e-7,0.001850222,0.002032567,0.286132,0.0002377607],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720115,0.004373519,0.000007573054,0.01258603,0.002384971,0.0002470075,0.0001011742,0.00001141899,0.00827681],"genre_scores_gemma":[0.9952226,0.0007319908,0.0004413616,0.0009503024,0.00221863,0.00001086981,0.000003248109,0.0000228138,0.0003981541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1289658,"threshold_uncertainty_score":0.9992878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163773969","doi":"10.1108/jtf-11-2020-0208","title":"The futures of entertainment dependent cities in a post-COVID world","year":2021,"lang":"en","type":"article","venue":"Journal of Tourism Futures","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Entertainment; Futures contract; Tourism; Destinations; Originality; Public relations; Work (physics); Pandemic; Coronavirus disease 2019 (COVID-19); Business; Marketing; Advertising; Geography; Political science; Sociology; Engineering; Qualitative research; Social science; Medicine","authors":[{"name":"Louis-Étienne Dubois","is_ca":true},{"name":"Frédéric Dimanche","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01503989744653464,"gpt":0.3195888876349763,"spread":0.3045489901884416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002342131,0.0001350222,0.0003194315,0.0003573537,0.000538461,0.0002366177,0.0008780026,0.00008702347,0.0005944648],"category_scores_gemma":[0.001156382,0.00009395338,0.0002756665,0.0003821188,0.0003082427,0.0002791361,0.0001932945,0.0005537738,0.000005316893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002517398,"about_ca_system_score_gemma":0.00109123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002458593,"about_ca_topic_score_gemma":0.03213538,"domain_scores_codex":[0.996371,0.0006627776,0.0006161142,0.0001559174,0.001729281,0.0004649342],"domain_scores_gemma":[0.9978123,0.0006671267,0.0004646891,0.0002482389,0.000594846,0.0002128461],"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":[0.00279828,0.002180753,0.035453,0.0002416925,0.001731101,0.02906027,0.1406071,0.000986342,0.00992497,0.07817135,0.5877413,0.1111038],"study_design_scores_gemma":[0.003057836,0.0005194117,0.08631062,0.0003779135,0.0001257015,0.0001140887,0.5250195,0.000009975111,0.01733576,0.02326092,0.3433425,0.0005257934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8947155,0.01276282,0.00001602329,0.05712677,0.002542071,0.0002613541,0.00001270623,0.00001398434,0.03254879],"genre_scores_gemma":[0.9872406,0.00266872,0.000359129,0.0004511912,0.002105519,0.000003675385,7.099256e-7,0.00001285402,0.007157562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3844123,"threshold_uncertainty_score":0.9855256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2538585026","doi":"10.1108/jtf-03-2015-0010","title":"Inciting tourist accommodation managers to make their establishments accessible to people with disabilities","year":2016,"lang":"en","type":"article","venue":"Journal of Tourism Futures","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tourism; Originality; Accommodation; Exploratory research; Value (mathematics); Marketing; Business; Public relations; Skepticism; Psychology; Sociology; Political science; Qualitative research; Social science","authors":[{"name":"Virginie Capitaine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01764245777176267,"gpt":0.299294290509904,"spread":0.2816518327381414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000739275,0.0002755547,0.0004267475,0.0005030554,0.0001903174,0.0002528398,0.0006960227,0.00009037048,0.0007947167],"category_scores_gemma":[0.0001632191,0.0001620009,0.000123257,0.0004082257,0.00004024645,0.0006038689,0.0001626098,0.0001724803,0.00006747468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002194504,"about_ca_system_score_gemma":0.00004481871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003274391,"about_ca_topic_score_gemma":0.000618627,"domain_scores_codex":[0.997792,0.000192636,0.0006643189,0.0003348851,0.0005820523,0.0004341097],"domain_scores_gemma":[0.9980586,0.0003191784,0.000561713,0.0005242782,0.0002721748,0.0002641144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001133025,0.0003859209,0.5690706,0.00007759756,0.000549697,0.00009586757,0.02123087,0.0007319793,0.0003880941,0.001601473,0.2293637,0.1753712],"study_design_scores_gemma":[0.001506668,0.0005785757,0.9268479,0.0003855393,0.00009423624,0.00005129302,0.02548599,0.000003362395,0.00067819,0.001392776,0.04258552,0.0003899527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962346,0.00008596046,0.01344432,0.01103841,0.001297716,0.0004937065,0.00001394111,0.00004513988,0.01123481],"genre_scores_gemma":[0.9881153,0.00002115894,0.002876274,0.0003254462,0.001710479,0.00004207587,0.000003705783,0.00005093132,0.0068546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3577773,"threshold_uncertainty_score":0.870159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995871802","doi":"10.1108/jtf-01-2019-0008","title":"Countering “Arctification”: Dawson City’s “Sourtoe Cocktail”","year":2019,"lang":"en","type":"article","venue":"Journal of Tourism Futures","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Originality; Tourism; Sight; Value (mathematics); Folklore; Legend; Order (exchange); Object (grammar); Aesthetics; Tourist attraction; Sociology; Advertising; History; Business; Computer science; Art; Social science; Artificial intelligence; Archaeology; Qualitative research; Anthropology","authors":[{"name":"Elizabeth Cooper","is_ca":false},{"name":"Michelle Spinei","is_ca":false},{"name":"Alix Varnajot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01854921391011583,"gpt":0.3264408558049591,"spread":0.3078916418948433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002066132,0.0001402438,0.0003115699,0.0003393848,0.0004215903,0.0003378767,0.0009778183,0.0001511214,0.002709028],"category_scores_gemma":[0.0004773737,0.0001229172,0.0002224536,0.0002738097,0.0001608187,0.0007614897,0.0001040704,0.0005677914,0.0002493032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002329706,"about_ca_system_score_gemma":0.0004070316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007831535,"about_ca_topic_score_gemma":0.0001455699,"domain_scores_codex":[0.9971316,0.0002380538,0.0004420849,0.0001906087,0.001544357,0.0004532984],"domain_scores_gemma":[0.9980971,0.0002350599,0.000497034,0.000286646,0.0005941794,0.0002899405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005658212,0.0005489479,0.03633535,0.0001138861,0.0005216412,0.001004057,0.02459813,0.0004872527,0.008921077,0.02274291,0.8749681,0.0291929],"study_design_scores_gemma":[0.001102981,0.0002831951,0.02546185,0.0001533929,0.00005087069,0.0000444735,0.02371067,0.00003809146,0.000954487,0.004008743,0.9438475,0.0003437897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.885663,0.0008501946,0.00009160984,0.01590952,0.004190451,0.0002935081,0.000005235594,0.000045408,0.09295102],"genre_scores_gemma":[0.9803603,0.0005509082,0.0008752267,0.0002231828,0.005055747,0.000001687019,8.325866e-7,0.00001982816,0.01291233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0946972,"threshold_uncertainty_score":0.9982026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134001475","doi":"10.1108/jtf-10-2020-0187","title":"Cuba’s response to COVID-19: lessons for the future","year":2021,"lang":"en","type":"article","venue":"Journal of Tourism Futures","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Diplomacy; Context (archaeology); Tourism; Government (linguistics); Political science; Pandemic; Public relations; Medical tourism; Economic growth; Global health; Politics; Health care; Coronavirus disease 2019 (COVID-19); Geography; Medicine; Disease; Infectious disease (medical specialty); Economics; Law","authors":[{"name":"Lana Wylie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04352613465345119,"gpt":0.3636211805350187,"spread":0.3200950458815675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003103949,0.0001454582,0.0003462741,0.0001822782,0.0005356102,0.0001944323,0.0004517336,0.0001282333,0.0002101703],"category_scores_gemma":[0.006330131,0.00008875952,0.0002674507,0.000356237,0.00003488481,0.000276101,0.0001497832,0.0002960776,0.00002272196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000812033,"about_ca_system_score_gemma":0.000437491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004408876,"about_ca_topic_score_gemma":0.0002824885,"domain_scores_codex":[0.9985133,0.0001021038,0.0005507303,0.0001536152,0.0002407136,0.0004395241],"domain_scores_gemma":[0.997691,0.0009146673,0.000494377,0.0002611171,0.0005114798,0.0001272978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005382969,0.00002830989,0.00007401418,0.00006777039,0.00004519033,0.0000670889,0.0001060368,0.002158534,0.0000835151,0.01634972,0.9773,0.003181501],"study_design_scores_gemma":[0.0005438917,0.0000362215,0.007295572,0.00001560272,0.00005298894,0.00008482872,0.002954183,0.000218704,0.000004921962,0.004648105,0.9840426,0.0001023909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02042955,0.002360328,0.003257961,0.9689058,0.004206338,0.0001881239,0.00001097508,0.00002006665,0.0006208426],"genre_scores_gemma":[0.1056125,0.0004135942,0.002149293,0.825879,0.06450457,0.00002448856,0.000006671532,0.00003817693,0.001371766],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1430268,"threshold_uncertainty_score":0.7578215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946732720","doi":"10.1108/jtf-03-2019-080","title":"Innovation in Hospitality Education: Anticipating the Educational Needs of a Changing Profession","year":2019,"lang":"en","type":"article","venue":"Journal of Tourism Futures","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan College","funders":"","keywords":"Hospitality; Medical education; Business; Marketing; Public relations; Pedagogy; Sociology; Political science; Medicine; Tourism","authors":[{"name":"M. V. Conlin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009777280348991823,"gpt":0.2701885181205729,"spread":0.260411237771581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001455825,0.0001066914,0.0001993983,0.001011685,0.0001120059,0.00008458288,0.000255726,0.00007086065,0.0001616334],"category_scores_gemma":[0.0003310109,0.00007535698,0.00007388689,0.001600233,0.00002880548,0.001034859,0.0000587857,0.0002650373,0.00001146472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004766299,"about_ca_system_score_gemma":0.0002796142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001858242,"about_ca_topic_score_gemma":0.000008322187,"domain_scores_codex":[0.9986517,0.00003195197,0.0007404196,0.00007760928,0.0003344139,0.0001638439],"domain_scores_gemma":[0.997776,0.00007631077,0.001367467,0.0001684555,0.0006040692,0.000007731584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001039149,0.00130316,0.7915176,0.0007118378,0.00006125928,0.000001560344,0.01342898,0.0002875878,0.001900652,0.1291797,0.02590147,0.03560223],"study_design_scores_gemma":[0.0004741063,0.00003781595,0.923676,0.0006062145,0.00003421981,0.000006670429,0.04865977,0.0001809117,0.0002993818,0.01927528,0.006574952,0.0001747292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748315,0.0002569888,0.00003381043,0.01834458,0.003220639,0.0002341986,3.818626e-7,0.000005087699,0.003072775],"genre_scores_gemma":[0.9933718,0.000008897893,0.0002124326,0.0009280339,0.005128408,0.000007989843,0.000008723159,0.00001080484,0.0003228727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1321583,"threshold_uncertainty_score":0.3072968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229009245","doi":"10.1108/jtf-04-2021-0101","title":"Human capital futures: an educational perspective","year":2022,"lang":"en","type":"article","venue":"Journal of Tourism Futures","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Capilano University","funders":"","keywords":"Tourism; Public relations; Originality; Futures contract; Human capital; Work (physics); Higher education; Global education; Political science; Sociology; Marketing; Business; Pedagogy; Engineering; Economic growth; Economics; Social science; Qualitative research","authors":[{"name":"Chris Bottrill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01101497587483002,"gpt":0.2684994592660812,"spread":0.2574844833912512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005960863,0.0001557865,0.0002073599,0.0004505953,0.0011035,0.0002570833,0.0004827666,0.00004966341,0.003030978],"category_scores_gemma":[0.00008328785,0.0001450759,0.0001887111,0.0002742422,0.00004457472,0.001437555,0.0001145659,0.0005181353,0.00002250263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915165,"about_ca_system_score_gemma":0.0001632362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009654154,"about_ca_topic_score_gemma":0.0001026442,"domain_scores_codex":[0.998544,0.00004642815,0.0003963089,0.0001843218,0.0006162633,0.0002126734],"domain_scores_gemma":[0.9986562,0.00002390817,0.0006735555,0.0001908627,0.0004190587,0.00003637744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001363318,0.002395839,0.007120083,0.00006026931,0.0002128629,0.0001147234,0.01371721,0.00109612,0.0009215256,0.3526807,0.6189923,0.00255198],"study_design_scores_gemma":[0.001205076,0.0003073122,0.3466205,0.00002445789,0.0001601791,0.0001638971,0.1410518,0.0000430071,0.00004126118,0.314845,0.1949753,0.000562259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720433,0.0006850788,0.00001109244,0.01697701,0.003519238,0.000109207,0.000004615868,0.0000216609,0.006628834],"genre_scores_gemma":[0.9677723,0.000005210015,0.0001937474,0.001769293,0.02950547,0.00001114591,0.00002158206,0.00002390475,0.0006973407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.424017,"threshold_uncertainty_score":0.9978804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2801488559","doi":"10.1108/jtf-10-2016-0035","title":"Tourism and WaterTourism and WaterEdited by S.Gössling C.M.Hall D.Scott Channel View Publications Bristol; Buffalo, NY; Toronto 2015","year":2018,"lang":"en","type":"article","venue":"Journal of Tourism Futures","topic":"Cruise Tourism Development and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Channel (broadcasting); Tourism; Media studies; Sociology; Political science; Telecommunications; Engineering; Law","authors":[{"name":"Elena Cavagnaro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01399955594434281,"gpt":0.2905605221595088,"spread":0.276560966215166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001689701,0.0002998792,0.0004794652,0.0002276038,0.001031399,0.0005052635,0.0004943749,0.0002359558,0.000385963],"category_scores_gemma":[0.0001442016,0.0002443039,0.0001137784,0.0001854152,0.0003634766,0.001118863,0.0002058287,0.0002984365,0.00001248682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001910813,"about_ca_system_score_gemma":0.0001369545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004730595,"about_ca_topic_score_gemma":0.003410063,"domain_scores_codex":[0.997336,0.0002109691,0.0007466537,0.0003537764,0.0007510951,0.0006014758],"domain_scores_gemma":[0.9980881,0.00009131652,0.0005740388,0.0002354574,0.000489213,0.0005219116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004814572,0.0001013183,0.0002031131,0.00003248101,0.0001469207,0.00004753341,0.01714539,5.15236e-7,0.0002699842,0.0004981197,0.967539,0.01396744],"study_design_scores_gemma":[0.000857608,0.0002018753,0.003815503,0.0001130281,0.0001252854,0.00003894187,0.006499537,0.00002540961,0.0003770185,0.003161193,0.9843904,0.0003941668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7156174,0.06430918,0.002345284,0.1643685,0.009030494,0.001664993,0.00004314438,0.0003387034,0.04228232],"genre_scores_gemma":[0.9320535,0.02279487,0.004182571,0.001536164,0.01445227,0.00002775976,0.00002261816,0.0000762506,0.02485397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2164361,"threshold_uncertainty_score":0.9962422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2773542264","doi":"10.1108/jtf-09-2017-063","title":"Ethnic and Minority Cultures as Tourist Attractions","year":2017,"lang":"en","type":"article","venue":"Journal of Tourism Futures","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Ethnic group; Tourism; Sociology; Geography; Anthropology; Archaeology","authors":[{"name":"Geoffrey Wall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05294455915509765,"gpt":0.4329750933416234,"spread":0.3800305341865258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001473937,0.0001420587,0.0002855529,0.0001726249,0.002858669,0.0008159148,0.001034571,0.0002000221,0.0005295193],"category_scores_gemma":[0.002195809,0.0001161442,0.0001990127,0.00007106958,0.0007023212,0.001160961,0.0001743854,0.0007342261,0.0000384472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008835312,"about_ca_system_score_gemma":0.0003139499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007412077,"about_ca_topic_score_gemma":0.00255093,"domain_scores_codex":[0.9978865,0.0002072298,0.0003095611,0.0001779931,0.001025163,0.0003935927],"domain_scores_gemma":[0.9979312,0.0001881302,0.0006666799,0.0003576197,0.0004243775,0.0004319272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002059058,0.0003220826,0.008216058,0.00003773047,0.0003037796,0.00331043,0.009275865,0.000009373524,0.000941563,0.01550647,0.9093411,0.05252966],"study_design_scores_gemma":[0.001250327,0.0003257589,0.3899868,0.0000954062,0.0001634529,0.0001900281,0.02133058,0.000003731644,0.000726948,0.02767267,0.5578465,0.0004078038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7140267,0.003724,0.0000110478,0.0439023,0.002225136,0.0001950173,0.000007576311,0.00002996047,0.2358782],"genre_scores_gemma":[0.972425,0.003640179,0.0009565489,0.0001840395,0.007889998,0.000001847178,3.525496e-7,0.00001173787,0.01489027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3817707,"threshold_uncertainty_score":0.9991977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2991437793","doi":"10.1108/jtf-01-2019-0005","title":"“Everything changed!” – the ramification of the Second World War on the Canadian North","year":2019,"lang":"en","type":"article","venue":"Journal of Tourism Futures","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Lakehead University","funders":"","keywords":"Tourism; Originality; Indigenous; Politics; Value (mathematics); Tourism geography; Interpretation (philosophy); Dark tourism; Cognitive dissonance; Environmental ethics; Political science; Political economy; Sociology; Law; Psychology","authors":[{"name":"Raynald Harvey Lemelin","is_ca":true},{"name":"Michel S. Beaulieu","is_ca":true},{"name":"David Ratz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02062590992882129,"gpt":0.191786863714294,"spread":0.1711609537854727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003140042,0.00008879007,0.0001239936,0.00005281942,0.0005933477,0.0001173406,0.0004258129,0.00002614024,0.003531971],"category_scores_gemma":[0.00001661558,0.00003165704,0.0001548557,0.00004533373,0.00007630192,0.0001247472,0.00001843476,0.0003952344,0.00001715598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004308709,"about_ca_system_score_gemma":0.00006641573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007470333,"about_ca_topic_score_gemma":0.6775768,"domain_scores_codex":[0.9992233,0.00007785473,0.0002356559,0.00005817259,0.000268733,0.0001363076],"domain_scores_gemma":[0.9991742,0.00007693725,0.0003525995,0.0002247683,0.0001273981,0.00004409977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005471769,0.00005195169,0.001405663,0.0000570507,0.0001896512,0.00001017657,0.1260224,0.00007432195,0.000320228,0.1056417,0.7626606,0.003511578],"study_design_scores_gemma":[0.0001055689,0.00004852263,0.03056148,0.00005855648,0.00001895666,0.000006138727,0.007594343,0.00001163693,0.0001998386,0.0005408435,0.9607909,0.00006319793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337768,0.0004687842,9.671023e-8,0.02491621,0.00175346,0.000176636,0.00002019486,0.000003062799,0.03888479],"genre_scores_gemma":[0.972388,0.00001748979,0.000003485831,0.002750178,0.002114772,0.000001607819,7.668901e-7,0.000007993065,0.02271572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6701065,"threshold_uncertainty_score":0.999139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}