{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"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":"822542fc36f0","filters":{"venue":"Journal of Teaching in Travel & Tourism"}},"results":[{"id":"W1871584777","doi":"10.1300/j172v01n01_06","title":"Relevance and Quality in Australian Tourism Higher Education","year":2001,"lang":"en","type":"article","venue":"Journal of Teaching in Travel & Tourism","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tourism; Hospitality; Relevance (law); Marketing; Quarter (Canadian coin); Perception; Public relations; Quality (philosophy); Competitive advantage; Hospitality management studies; Hospitality industry; Business; Higher education; Psychology; Sociology; Medical education; Political science; Medicine; Geography","authors":[{"name":"Jacintha Tan","is_ca":false},{"name":"Damian Morgan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03190356114319762,"gpt":0.3057968717974192,"spread":0.2738933106542215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002041005,0.0001670337,0.0003108474,0.0005457907,0.00009246477,0.0001865095,0.0002181301,0.000128334,0.00009001136],"category_scores_gemma":[0.0002511177,0.0001598203,0.00007440386,0.0002773373,0.00003680683,0.001531935,0.00003484208,0.0008158234,0.00001058498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000096678,"about_ca_system_score_gemma":0.00006669419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003367406,"about_ca_topic_score_gemma":0.0003321458,"domain_scores_codex":[0.998378,0.00008141832,0.0007927176,0.0001938218,0.0002895812,0.0002644552],"domain_scores_gemma":[0.9990446,0.00008328047,0.0006116946,0.0001577214,0.00007056317,0.00003216108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001866855,0.001966737,0.8876947,0.0003162978,0.00003978767,0.0002213143,0.002085844,0.0001835584,0.001109809,0.03201181,0.02673606,0.04744739],"study_design_scores_gemma":[0.0006734643,0.0000175059,0.9180228,0.0002631797,0.00001570999,0.00001935302,0.0007895419,0.0000253593,0.00001173645,0.01579101,0.06417817,0.0001922217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728169,0.0003102913,0.00006329478,0.01454238,0.001257046,0.0001187125,3.942529e-7,0.00001222196,0.01087876],"genre_scores_gemma":[0.9916463,0.00009191619,0.0008517887,0.0008920558,0.003100633,0.000004276424,0.000003810045,0.00001824582,0.003390951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04725517,"threshold_uncertainty_score":0.6517282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1793660839","doi":"10.1080/15313220.2015.1066147","title":"A Transformational Journey for Tourism Pedagogy","year":2015,"lang":"en","type":"article","venue":"Journal of Teaching in Travel & Tourism","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Transformational leadership; Tourism; Pedagogy; Sociology; Psychology; Political science; Public relations","authors":[{"name":"Marion Joppe","is_ca":true},{"name":"Statia Elliot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05858285112710702,"gpt":0.3974369138977345,"spread":0.3388540627706275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003780243,0.00009450105,0.0002268695,0.0002321822,0.0002161199,0.00009124738,0.0003129695,0.0001202464,0.00003164885],"category_scores_gemma":[0.0008975718,0.00008608411,0.0001510362,0.0000903924,0.00005468024,0.0004750591,0.000006891345,0.0005334496,0.000003037551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002016215,"about_ca_system_score_gemma":0.0008604046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003948313,"about_ca_topic_score_gemma":0.000535165,"domain_scores_codex":[0.9983604,0.0002383641,0.0005686512,0.00008324464,0.0004841728,0.0002651511],"domain_scores_gemma":[0.9989318,0.0001984783,0.0003490136,0.00006899997,0.0002254395,0.0002262739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002038409,0.0006218478,0.006908929,0.00003853134,0.00007878724,0.00005339509,0.7136437,0.0002703732,0.0001023112,0.05024419,0.122296,0.1055381],"study_design_scores_gemma":[0.003575297,0.0003278336,0.01507077,0.0002056781,0.00006247176,0.00007913967,0.1019476,0.000348852,0.000064438,0.04243755,0.8355245,0.0003558683],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8344177,0.0006437214,0.05803783,0.05473144,0.004180891,0.0004382794,0.000009067891,0.0000327808,0.04750831],"genre_scores_gemma":[0.9808995,0.00004286419,0.01050643,0.0003300278,0.003313488,0.000006421579,0.000002284378,0.00001312469,0.00488589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7132285,"threshold_uncertainty_score":0.3510408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1554668308","doi":"10.1300/j172v01n01_04","title":"Practicing What We Preach in Tourism Education and Research","year":2001,"lang":"en","type":"article","venue":"Journal of Teaching in Travel & Tourism","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Tourism; Psychology; Sociology; Pedagogy; Public relations; Political science","authors":[{"name":"J. R. Brent Ritchie","is_ca":true},{"name":"Lorn Sheehan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04145358387818587,"gpt":0.3462995547432879,"spread":0.304845970865102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006086289,0.0001575511,0.0002844188,0.00150392,0.0001965038,0.0007902381,0.000270476,0.0001387339,0.00002726509],"category_scores_gemma":[0.0008658419,0.0001488086,0.00006084545,0.0005148244,0.0000483425,0.005359721,0.0000772124,0.001675626,0.00001260862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001783159,"about_ca_system_score_gemma":0.0001617926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002636999,"about_ca_topic_score_gemma":0.0002895782,"domain_scores_codex":[0.9979765,0.0001858175,0.0006987114,0.0002254292,0.000536722,0.00037683],"domain_scores_gemma":[0.9988671,0.0002595882,0.0004876539,0.0001767126,0.0001717686,0.00003718854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003212924,0.005033886,0.2942582,0.0005614166,0.00007189486,0.0005850042,0.02674831,0.0003132703,0.001415244,0.0121464,0.04991671,0.6086283],"study_design_scores_gemma":[0.0019648,0.0001183498,0.7423173,0.003350768,0.00005530289,0.0003275709,0.05738846,0.00124463,0.00006720122,0.05101512,0.1416233,0.0005272652],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654729,0.001928065,0.00009815512,0.01843846,0.001068582,0.0002119883,1.050214e-7,0.000009862061,0.01277186],"genre_scores_gemma":[0.9933829,0.001177832,0.0008936922,0.0003755097,0.003518632,0.00000840837,0.000002879365,0.00002441026,0.0006157929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6081011,"threshold_uncertainty_score":0.7620285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242319231","doi":"10.1300/j172v01n01_05","title":"Practicing What We Preach in Tourism Education and Research","year":2001,"lang":"en","type":"article","venue":"Journal of Teaching in Travel & Tourism","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Tourism; Hospitality; Hospitality management studies; Marketing; Business; Strategic planning; Public relations; Knowledge management; Process management; Management science; Computer science; Political science; Economics","authors":[{"name":"J. R. Brent Ritchie","is_ca":true},{"name":"Lorn Sheehan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04145358387818587,"gpt":0.3462995547432879,"spread":0.304845970865102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006086289,0.0001575511,0.0002844188,0.00150392,0.0001965038,0.0007902381,0.000270476,0.0001387339,0.00002726509],"category_scores_gemma":[0.0008658419,0.0001488086,0.00006084545,0.0005148244,0.0000483425,0.005359721,0.0000772124,0.001675626,0.00001260862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001783159,"about_ca_system_score_gemma":0.0001617926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002636999,"about_ca_topic_score_gemma":0.0002895782,"domain_scores_codex":[0.9979765,0.0001858175,0.0006987114,0.0002254292,0.000536722,0.00037683],"domain_scores_gemma":[0.9988671,0.0002595882,0.0004876539,0.0001767126,0.0001717686,0.00003718854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003212924,0.005033886,0.2942582,0.0005614166,0.00007189486,0.0005850042,0.02674831,0.0003132703,0.001415244,0.0121464,0.04991671,0.6086283],"study_design_scores_gemma":[0.0019648,0.0001183498,0.7423173,0.003350768,0.00005530289,0.0003275709,0.05738846,0.00124463,0.00006720122,0.05101512,0.1416233,0.0005272652],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654729,0.001928065,0.00009815512,0.01843846,0.001068582,0.0002119883,1.050214e-7,0.000009862061,0.01277186],"genre_scores_gemma":[0.9933829,0.001177832,0.0008936922,0.0003755097,0.003518632,0.00000840837,0.000002879365,0.00002441026,0.0006157929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6081011,"threshold_uncertainty_score":0.7620285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2783405807","doi":"10.1080/15313220.2017.1403802","title":"Ethics for a Wild World","year":2018,"lang":"en","type":"article","venue":"Journal of Teaching in Travel & Tourism","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Thompson Rivers University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Tourism; Odds; Reading (process); Power (physics); Sociology; Public relations; Environmental ethics; Political science; Law; Philosophy; Medicine","authors":[{"name":"Kellee Caton","is_ca":true},{"name":"Bryan S. R. Grimwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05246521295086356,"gpt":0.3636945143903563,"spread":0.3112293014394928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007838512,0.0001533657,0.0003437882,0.0004494426,0.0007111951,0.0001193529,0.0005005563,0.0002131238,0.00006788289],"category_scores_gemma":[0.00157064,0.0001373306,0.0002363512,0.0002347835,0.0002209039,0.0003195559,0.00003472719,0.001468398,0.000007894264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002898711,"about_ca_system_score_gemma":0.0006885793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001168809,"about_ca_topic_score_gemma":0.005481001,"domain_scores_codex":[0.9975113,0.0004244217,0.0007044183,0.0001726946,0.0007073634,0.000479799],"domain_scores_gemma":[0.9983166,0.0006663982,0.0004522155,0.000129893,0.0002286183,0.0002062016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003366032,0.0005468474,0.006478293,0.00006129446,0.0001685919,0.0001854074,0.6116059,0.00002967211,0.0003969231,0.01768225,0.3334821,0.02902614],"study_design_scores_gemma":[0.001688939,0.0003851982,0.03093686,0.0004563007,0.00005393341,0.00003060745,0.02364452,0.00009077463,0.0001997046,0.02022985,0.9218763,0.0004070463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7639121,0.001834349,0.06691238,0.05909966,0.01127177,0.001045791,0.00001597156,0.0001178431,0.09579009],"genre_scores_gemma":[0.9544354,0.0001253539,0.03048216,0.001348939,0.004817163,0.000006319468,7.302456e-7,0.00002722822,0.008756703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5883942,"threshold_uncertainty_score":0.6379541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2906111834","doi":"10.1080/15313220.2018.1561638","title":"Uncertainty, story-telling and transformative learning: An instructor’s experience of TEFI’s Walking Workshop in Nepal","year":2018,"lang":"en","type":"article","venue":"Journal of Teaching in Travel & Tourism","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Transformative learning; Pedagogy; Psychology; Sociology","authors":[{"name":"Joan Flaherty","is_ca":true},{"name":"Jonathon Day","is_ca":false},{"name":"Alison Crerar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02167133401295609,"gpt":0.3436980758785175,"spread":0.3220267418655614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002251349,0.0000954513,0.0002413031,0.0002577157,0.0002578683,0.00005504781,0.0002436572,0.0001053095,0.00002250514],"category_scores_gemma":[0.0006041265,0.00008919377,0.00004719218,0.0001685786,0.0002587649,0.0005816964,0.00001244231,0.0008919608,2.268125e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231333,"about_ca_system_score_gemma":0.0001550711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081667,"about_ca_topic_score_gemma":0.002705953,"domain_scores_codex":[0.9983637,0.0005116634,0.0004750377,0.000112401,0.0003138151,0.0002234293],"domain_scores_gemma":[0.9991505,0.0002316551,0.0003667806,0.00006275355,0.00009040734,0.00009795195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003674144,0.00006573426,0.02485378,0.000008250765,0.000005935363,0.000006517511,0.8785137,0.0001068816,0.0002650997,0.001091215,0.00001820108,0.09502795],"study_design_scores_gemma":[0.00100176,0.0002931321,0.08195506,0.0006182611,0.00001464129,0.00001703184,0.9061858,0.001180286,0.0003146,0.002293879,0.00586976,0.0002557997],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954557,0.0001167979,0.001214983,0.0005463968,0.0004034429,0.00006801233,2.811614e-7,0.00000664612,0.002187736],"genre_scores_gemma":[0.9968536,0.00008158623,0.00227912,0.00003208728,0.0005356875,0.000001188978,2.93138e-7,0.000007215663,0.0002091505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09477215,"threshold_uncertainty_score":0.3875175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997506447","doi":"10.1300/j172v01n04_01","title":"Tourist Attitudes Towards the Environment","year":2001,"lang":"en","type":"article","venue":"Journal of Teaching in Travel & Tourism","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Contingent valuation; Tourism; Willingness to pay; Privilege (computing); Business; Valuation (finance); Marketing; Nature tourism; Economics; Ecotourism; Geography; Political science; Microeconomics; Finance","authors":[{"name":"Simon Hudson","is_ca":true},{"name":"Brent W. Ritchie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08727074969219824,"gpt":0.2400267428031548,"spread":0.1527559931109566,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002141536,0.0001253641,0.0003069145,0.0001485385,0.0001145544,0.00005121305,0.0003138673,0.00007181807,0.000530481],"category_scores_gemma":[0.00004644456,0.0001052515,0.0001416292,0.00003418947,0.00005442551,0.0002544132,0.00004465357,0.0005217202,0.0001397464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003188724,"about_ca_system_score_gemma":0.00001034474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002295991,"about_ca_topic_score_gemma":0.00001516763,"domain_scores_codex":[0.9986715,0.00004773027,0.0008507816,0.0001586496,0.00006816519,0.0002031648],"domain_scores_gemma":[0.9991111,0.00004898346,0.0005868674,0.000190343,0.000002285184,0.00006047093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002806971,0.0004626838,0.9643678,0.00001122285,0.0001042942,0.0000784336,0.002244507,0.00579787,0.0001205717,0.01051787,0.003566808,0.01269987],"study_design_scores_gemma":[0.000623021,0.00009388053,0.9632733,0.00002044376,0.00000854977,0.00006925679,0.0002627581,0.0005060511,0.00002392528,0.007581521,0.02739676,0.0001404929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725932,0.001556208,0.004700899,0.002945159,0.0003850531,0.00009691723,0.000008130697,0.000003972054,0.01771041],"genre_scores_gemma":[0.9959134,0.0007991997,0.001421097,0.0002894537,0.0003254541,0.00000352725,0.000002149239,0.00001664687,0.001229091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02382995,"threshold_uncertainty_score":0.5808395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997185716","doi":"10.1080/15313220802634166","title":"Dialogue Management Factors: A 2010 Vancouver Winter Olympic and Paralympic Games Case","year":2009,"lang":"en","type":"article","venue":"Journal of Teaching in Travel & Tourism","topic":"Education, Leadership, and Health Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Active listening; Dialogic; Conversation; Sociology; Value (mathematics); Public relations; Meaning (existential); Openness to experience; Hospitality; Tourism; Pedagogy; Psychology; Political science; Social psychology; Computer science","authors":[{"name":"Jennifer Catherine Ness","is_ca":true},{"name":"Peter W. Williams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06140364014360519,"gpt":0.3877001542504029,"spread":0.3262965141067978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002824996,0.0001190211,0.0002465414,0.0003751867,0.0003944882,0.0001124991,0.0002236676,0.000110126,0.0000700305],"category_scores_gemma":[0.0002029337,0.00009867916,0.00008144299,0.0001254085,0.0001136955,0.000369221,0.00001396682,0.0007348934,0.000002031275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002223801,"about_ca_system_score_gemma":0.0001677794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002153542,"about_ca_topic_score_gemma":0.008269359,"domain_scores_codex":[0.9980019,0.0005196905,0.0004542572,0.0001532114,0.0004439814,0.0004269499],"domain_scores_gemma":[0.9991016,0.0002577599,0.0002139783,0.0001126904,0.00004971075,0.0002642606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001267548,0.001155009,0.167345,0.0002118558,0.0001226427,0.003920903,0.5951501,0.00002979472,0.00006086162,0.005505108,0.1407195,0.08565253],"study_design_scores_gemma":[0.001838804,0.0004488828,0.6791022,0.0005043597,0.00006745152,0.0002525143,0.2704569,0.00003056545,0.00001997471,0.01138543,0.03550925,0.0003836832],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807635,0.0006918258,0.0002635139,0.01025611,0.00137444,0.0002040521,0.000001484227,0.00001040382,0.006434674],"genre_scores_gemma":[0.9925845,0.0004601665,0.001081534,0.0003936169,0.0009416724,0.000001869505,5.666215e-7,0.000007894,0.004528192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5117573,"threshold_uncertainty_score":0.4614497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224317332","doi":"10.1080/15313220.2022.2062523","title":"Fixed and in flux: the identity of a hospitality degree program at a Canadian community college","year":2022,"lang":"en","type":"article","venue":"Journal of Teaching in Travel & Tourism","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Niagara College","funders":"","keywords":"Hospitality; Identity (music); Context (archaeology); Sociology; Public relations; Marketing; Management; Political science; Business; Economics; Tourism; Law; Geography","authors":[{"name":"Adam Weaver","is_ca":true},{"name":"Heather Clark","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02794361537542223,"gpt":0.2673801965675832,"spread":0.2394365811921609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005166723,0.0001175831,0.0002706096,0.000455179,0.0006285597,0.00009481124,0.0004927136,0.00005069841,0.00005805841],"category_scores_gemma":[0.0003190022,0.000100652,0.00008885756,0.0003909325,0.00007468144,0.0007366757,0.0002245158,0.00134948,8.781327e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003322492,"about_ca_system_score_gemma":0.0001197653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2282584,"about_ca_topic_score_gemma":0.2784657,"domain_scores_codex":[0.9984298,0.0003160241,0.0005738439,0.0000954032,0.0003494234,0.0002354711],"domain_scores_gemma":[0.9990746,0.0001134811,0.0005194715,0.0002042635,0.00005704979,0.00003118449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001857818,0.002313248,0.9472062,0.0003220953,0.0001002595,0.0003098631,0.01280657,0.0003336892,0.0001368627,0.007647524,0.0168815,0.01175641],"study_design_scores_gemma":[0.0007062831,0.00006214954,0.978312,0.00006314304,0.00002819784,0.0000320309,0.008651409,0.0003324932,0.000004831798,0.005523563,0.00616548,0.0001184177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915464,0.0001332113,0.000009171076,0.002580914,0.0003458852,0.0003144527,0.00001096208,0.000006142475,0.005052855],"genre_scores_gemma":[0.9991072,0.000005022512,0.0001778334,0.0003477933,0.0002157869,0.00001729399,0.00000738533,0.00001134571,0.0001103848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05020731,"threshold_uncertainty_score":0.7768807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399898010","doi":"10.1080/15313220.2024.2370772","title":"42nd International Society of Travel &amp; Tourism Educators (ISTTE) annual conference, “redefining tourism education and research: critical issues and reflexive perspectives,” Toronto, Canada, October 11–13, 2023","year":2024,"lang":"en","type":"article","venue":"Journal of Teaching in Travel & Tourism","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tourism; Reflexivity; Sociology; Political science; Media studies; Social science","authors":[{"name":"Nicholas J. Thomas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03662825242466091,"gpt":0.3583541056480828,"spread":0.321725853223422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002971645,0.0002768419,0.0004549793,0.0004804131,0.0002834587,0.0005923827,0.0003481715,0.0001971082,0.0001953594],"category_scores_gemma":[0.0006160566,0.0002656185,0.0001394379,0.0002483734,0.0002635639,0.001949601,0.0001451345,0.00125416,0.000002772017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005426755,"about_ca_system_score_gemma":0.001170094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4076094,"about_ca_topic_score_gemma":0.07447799,"domain_scores_codex":[0.9973073,0.0001335867,0.0008370357,0.0004268761,0.0008768048,0.0004183799],"domain_scores_gemma":[0.998316,0.000400858,0.0003183315,0.0001777264,0.0006900085,0.0000969966],"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":[0.00009692977,0.001366822,0.01014751,0.0007917231,0.0003189586,0.0001033853,0.08047607,0.00001351705,0.0005101079,0.05788592,0.8273998,0.02088924],"study_design_scores_gemma":[0.001003989,0.000152773,0.3295355,0.002553718,0.0002004942,0.0001855064,0.394901,0.001050705,0.00006982681,0.03168147,0.2378277,0.0008372141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457827,0.00666208,0.0003066718,0.03059774,0.002525037,0.0001988646,0.00002844685,0.0000171081,0.01388132],"genre_scores_gemma":[0.9870935,0.0005459012,0.003103214,0.0003111779,0.005383629,0.000009949095,0.00002169018,0.00003666522,0.00349429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5895721,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413248158","doi":"10.1080/15313220.2025.2544668","title":"Vegas cyber attacks – a natural experiment in the ransom decision","year":2025,"lang":"en","type":"article","venue":"Journal of Teaching in Travel & Tourism","topic":"Cybercrime and Law Enforcement Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Ransom; Hospitality; Las vegas; Payment; Tourism; Entertainment; Business; Dilemma; Cybercrime; Advertising; Internet privacy; Political science; Law; Computer science; Finance","authors":[{"name":"Mamoun Hammoudah","is_ca":true},{"name":"Prescott C. Ensign","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0113718577275617,"gpt":0.3047281446607435,"spread":0.2933562869331818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002007722,0.0001455744,0.0002798944,0.0003334833,0.0001580358,0.0001357961,0.00104463,0.00005036283,0.000005357163],"category_scores_gemma":[0.0001168286,0.00009096746,0.0001488589,0.0002543771,0.00002709957,0.0003706926,0.0001495649,0.0009173015,0.000002864025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001317451,"about_ca_system_score_gemma":0.00005528802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002281432,"about_ca_topic_score_gemma":0.00008592135,"domain_scores_codex":[0.9982787,0.0002172979,0.0006364885,0.0001664571,0.00045162,0.0002494458],"domain_scores_gemma":[0.999156,0.0003634893,0.0001473039,0.0002743649,0.0000304895,0.00002837852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005428962,0.002452593,0.01704312,0.00008293678,0.0004042608,0.002301623,0.1541903,0.002760049,0.006728862,0.175251,0.1927245,0.4455179],"study_design_scores_gemma":[0.01408317,0.0008187455,0.7739094,0.003229911,0.0001040167,0.0004699919,0.011665,0.01648987,0.004851174,0.03079073,0.1424617,0.001126317],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8464993,0.004394415,0.1147588,0.008442769,0.002420144,0.000290859,4.180873e-7,0.00001825029,0.02317503],"genre_scores_gemma":[0.9907474,0.00006602557,0.007452513,0.00105008,0.0001173547,0.000004784391,1.755329e-7,0.000004099585,0.0005576026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7568663,"threshold_uncertainty_score":0.398527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}