{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":75,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":75,"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":"6b7ce35272d3","filters":{"venue":"International Journal of Contemporary Hospitality Management"}},"results":[{"id":"W1989756182","doi":"10.1108/09596110810899086","title":"Talent management","year":2008,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":502,"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":"Business; Talent management; Originality; Human resource management; Competitive advantage; Line management; Knowledge management; Value (mathematics); Employee engagement; Asset (computer security); Marketing; Public relations; Qualitative research; Computer science","authors":[{"name":"Julia Hughes","is_ca":true},{"name":"Evelina Julia Rog","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.027249389480418,"gpt":0.2396123082088567,"spread":0.2123629187284387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007343147,0.0003372114,0.0003930699,0.001084067,0.0001721929,0.000275438,0.00154163,0.00005484049,0.0003818905],"category_scores_gemma":[0.00001899404,0.0003113542,0.0004338096,0.0003273822,0.0001454304,0.001874181,0.0008004933,0.0002087743,0.0004304799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490991,"about_ca_system_score_gemma":0.00002116456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000466827,"about_ca_topic_score_gemma":0.000002371973,"domain_scores_codex":[0.9963802,0.00002390371,0.001153729,0.0003573757,0.001755752,0.000329045],"domain_scores_gemma":[0.9979508,0.0000196116,0.001048045,0.0004090242,0.0005241624,0.00004833535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00099336,0.003037024,0.1018157,0.0007710792,0.006610672,0.02574266,0.0004536389,0.0007108051,0.00002014739,0.4330449,0.3829205,0.04387953],"study_design_scores_gemma":[0.003230576,0.0000703594,0.09393462,0.0002464428,0.0001514209,0.00007762227,0.001489774,0.0001405408,0.00001960481,0.006539342,0.8936055,0.00049419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4498295,0.0005553114,0.002312161,0.003568448,0.003385356,0.0006674428,0.000004823526,0.0001256038,0.5395513],"genre_scores_gemma":[0.989807,0.0003209417,0.0005611498,0.003351412,0.001674419,0.00002262416,0.00003001573,0.00003965807,0.00419283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5399774,"threshold_uncertainty_score":0.9999338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030103061","doi":"10.1108/09596110810873543","title":"A network perspective on managing stakeholders for sustainable urban tourism","year":2008,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":361,"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":"Stakeholder; Business; Tourism; Stakeholder analysis; Originality; Marketing; Sustainable development; Government (linguistics); Sustainable tourism; Hospitality; Hospitality industry; Public relations; Qualitative research; Sociology","authors":[{"name":"Seldjan Timur","is_ca":false},{"name":"Donald Getz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07458911873722374,"gpt":0.3472521841792318,"spread":0.2726630654420081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002079454,0.0001535297,0.0002462537,0.0003929859,0.0004757716,0.000224454,0.0011477,0.00005412964,0.00007245366],"category_scores_gemma":[0.0003026263,0.0001547653,0.0002693293,0.0002138064,0.0002708529,0.001051869,0.0001799061,0.0002240923,0.00001121586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034562,"about_ca_system_score_gemma":0.0003432957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174712,"about_ca_topic_score_gemma":0.00001375206,"domain_scores_codex":[0.9969283,0.0001845649,0.0004592307,0.0002495674,0.001720398,0.0004579176],"domain_scores_gemma":[0.9972485,0.0001926453,0.0004412171,0.0001814335,0.001750703,0.0001855406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005461424,0.0002784174,0.00187019,0.0000157119,0.00068857,0.006184808,0.003490155,0.0003642595,2.793649e-7,0.6127802,0.3729627,0.0008184932],"study_design_scores_gemma":[0.004092491,0.0009877634,0.00836053,0.0002270204,0.00005700563,0.000012994,0.2320614,0.00006246499,0.0000178821,0.240068,0.5135808,0.0004716248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05089903,0.0008360695,0.003595724,0.05238627,0.001838813,0.001411664,0.00001052388,0.00006406964,0.8889579],"genre_scores_gemma":[0.9767013,0.000258247,0.0008095309,0.0007605546,0.001669691,0.00001939733,0.000003403973,0.00001827427,0.01975961],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9258023,"threshold_uncertainty_score":0.6311147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066721092","doi":"10.1108/09596110710775110","title":"The innovation development process of Michelin‐starred chefs","year":2007,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":284,"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":"Product (mathematics); Originality; Hospitality; Marketing; Service (business); Product innovation; Scope (computer science); Service innovation; Snowball sampling; Sample (material); Process (computing); Hospitality industry; Business; Qualitative research; Geography; Sociology; Tourism; Computer science","authors":[{"name":"Michael C. Ottenbacher","is_ca":false},{"name":"Robert J. Harrington","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02183882253051277,"gpt":0.2771040761058823,"spread":0.2552652535753696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002626631,0.0001456228,0.000182418,0.0004422096,0.0001021955,0.0001603924,0.0007961023,0.00005396866,0.00002357843],"category_scores_gemma":[0.0001367434,0.0001091622,0.00009056629,0.000448314,0.00007244387,0.001104156,0.000165961,0.0001888393,0.00001460198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006688874,"about_ca_system_score_gemma":0.00008068167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002499844,"about_ca_topic_score_gemma":0.000003113589,"domain_scores_codex":[0.9974603,0.00001012928,0.001307434,0.0001292173,0.0009259855,0.0001669035],"domain_scores_gemma":[0.9965634,0.0000518796,0.00157643,0.0001446441,0.001650044,0.00001354174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003875107,0.002755787,0.2838473,0.0009569306,0.006211146,0.001462455,0.001697401,0.0005905647,0.0007241383,0.2772895,0.1546523,0.2659373],"study_design_scores_gemma":[0.002377109,0.00005062145,0.2403199,0.00038398,0.00005957306,0.00001251067,0.004775252,0.00009624517,0.003268886,0.01707791,0.7312252,0.0003528822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9324062,0.0001833842,0.00513048,0.009734069,0.002440354,0.0003126688,0.000001782689,0.00002600647,0.04976504],"genre_scores_gemma":[0.9961975,0.00000485379,0.0002922374,0.0006634935,0.002306159,0.000003815588,0.00002016828,0.00001221684,0.0004995258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5765728,"threshold_uncertainty_score":0.4451507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1484506127","doi":"10.1108/09596111111129968","title":"Tourism experience management research","year":2011,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":227,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; University of Calgary","funders":"","keywords":"Tourism; Originality; Value (mathematics); Audience measurement; Marketing; Quality (philosophy); Tourism geography; Qualitative research; Sociology; Public relations; Political science; Business; Social science; Advertising; Computer science","authors":[{"name":"J. R. Brent Ritchie","is_ca":true},{"name":"Vincent Wing Sun Tung","is_ca":true},{"name":"Robin Ritchie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1892620935986092,"gpt":0.4344031682221089,"spread":0.2451410746234997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005106444,0.0001388163,0.0002061777,0.0008295787,0.00028096,0.0002618757,0.002777797,0.00006537995,0.0008924282],"category_scores_gemma":[0.0001442803,0.0001354788,0.000191992,0.0003839936,0.0005939168,0.001293235,0.0007087437,0.0003598497,0.0001280886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003889136,"about_ca_system_score_gemma":0.0001468625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399939,"about_ca_topic_score_gemma":0.00002411673,"domain_scores_codex":[0.9941941,0.0005017063,0.000654649,0.0002804414,0.003921629,0.0004474547],"domain_scores_gemma":[0.9975981,0.00008972498,0.0003350415,0.0003274259,0.00137175,0.0002779991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006145891,0.001458933,0.0160995,0.00004608308,0.001623116,0.02493465,0.03018406,0.000003667406,0.000008120074,0.7626328,0.1113664,0.05102811],"study_design_scores_gemma":[0.002430242,0.0004825446,0.07368679,0.0003946909,0.00004134582,0.00001463473,0.2316565,0.00000841218,0.0003598573,0.1125059,0.5779166,0.0005024191],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1205392,0.0002934891,0.0004751222,0.004127754,0.002059237,0.0004776754,0.000003705047,0.0000349082,0.8719889],"genre_scores_gemma":[0.9861147,0.0008203494,0.002792027,0.0001746992,0.0005353409,0.00002076697,0.000001519078,0.00001435329,0.009526202],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8655756,"threshold_uncertainty_score":0.9771463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1583836165","doi":"10.1108/ijchm-12-2013-0541","title":"Intellectual capital in Serbia’s hotel industry","year":2015,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Intellectual Capital and Performance Analysis","field":"Business, Management and Accounting","cited_by":209,"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":"Intellectual capital; Business; Profitability index; Structural capital; Originality; Return on assets; Return on equity; Marketing; Return on capital employed; Hospitality industry; Physical capital; Competitive advantage; Industrial organization; Finance; Financial capital; Profit (economics); Economics; Human capital; Tourism; Individual capital","authors":[{"name":"Nick Bontis","is_ca":true},{"name":"Stevo Janošević","is_ca":false},{"name":"Vladimir Dženopoljac","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04078895486754871,"gpt":0.2650876719291543,"spread":0.2242987170616056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001252056,0.0002422213,0.0003690122,0.001175938,0.00003408883,0.0003396229,0.000972047,0.0001330928,0.0003180996],"category_scores_gemma":[0.0002911322,0.0002156575,0.0002357418,0.0005427003,0.00008304719,0.002726914,0.0003804765,0.000542336,0.0002738403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000222313,"about_ca_system_score_gemma":0.000103426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00055329,"about_ca_topic_score_gemma":0.00005815034,"domain_scores_codex":[0.9974015,0.00002753481,0.0009834068,0.0002307125,0.001106019,0.0002508625],"domain_scores_gemma":[0.9981988,0.00004511976,0.0005921516,0.0001919547,0.0009203274,0.000051664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003266282,0.002750575,0.5787766,0.0003067592,0.003224229,0.004953303,0.007741682,0.003376422,0.00005109123,0.05586525,0.313586,0.02610182],"study_design_scores_gemma":[0.01705475,0.001023663,0.1959987,0.001408463,0.0004630131,0.0002318839,0.09134878,0.007553526,0.0004595431,0.08137754,0.6001109,0.002969202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8934552,0.0004259544,0.0003231891,0.002197135,0.001976926,0.00016209,0.000003243522,0.00002783291,0.1014284],"genre_scores_gemma":[0.9952228,0.00004358837,0.0001003108,0.002191251,0.001436633,0.000006469422,0.00002474871,0.00002079966,0.0009533811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3827779,"threshold_uncertainty_score":0.8794258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769108999","doi":"10.1108/ijchm-09-2016-0540","title":"Use of dynamic pricing strategies by Airbnb hosts","year":2017,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":198,"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":"Dynamic pricing; Context (archaeology); Business; Listing (finance); Sharing economy; Pricing strategies; Marketing; Economics; Computer science; Finance","authors":[{"name":"Chris Gibbs","is_ca":true},{"name":"Daniel Guttentag","is_ca":true},{"name":"Ulrike Gretzel","is_ca":false},{"name":"Lan Yao","is_ca":false},{"name":"Jym Morton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03548235800582739,"gpt":0.2727266310582105,"spread":0.2372442730523832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005629442,0.0001595107,0.0002709279,0.0002704437,0.0001182173,0.001222607,0.001112917,0.00004537957,0.00006146618],"category_scores_gemma":[0.00008663069,0.0001417446,0.0001753092,0.00004410561,0.00008930978,0.007816953,0.0003691254,0.0001343283,0.00001604766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005706243,"about_ca_system_score_gemma":0.00003637902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005938626,"about_ca_topic_score_gemma":0.00002238213,"domain_scores_codex":[0.9985129,0.000006236704,0.0007069827,0.0001616576,0.0004755098,0.000136677],"domain_scores_gemma":[0.997281,0.00003414822,0.001935789,0.0003235575,0.0004078789,0.00001759352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001016987,0.001097387,0.5855778,0.0007329186,0.004104265,0.0008504601,0.0002948054,0.0005179727,0.0003217032,0.2355874,0.05830713,0.1115912],"study_design_scores_gemma":[0.002703144,0.0001118131,0.7878079,0.0009341,0.0001448808,0.00001473866,0.001841923,0.002728633,0.0001742044,0.04025837,0.162663,0.0006172962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445751,0.000199215,0.002418513,0.002320523,0.002069859,0.000212501,0.00001741453,0.00002399366,0.04816291],"genre_scores_gemma":[0.9984616,0.00006384384,0.0002930884,0.0004138903,0.000275718,0.000002718428,0.00002484462,0.0000138647,0.0004503998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2022301,"threshold_uncertainty_score":0.9998142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016061716","doi":"10.1108/09596110810866145","title":"SARS: lessons in strategic planning for hoteliers and destination marketers","year":2008,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":187,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Crohn's and Colitis Canada; Toronto Metropolitan University; George Brown College","funders":"","keywords":"Tourism; Originality; Crisis management; Business; Marketing; Work (physics); Strategic planning; Value (mathematics); Public relations; Strategic management; Process management; Economics; Management; Political science; Qualitative research; Engineering; Computer science; Sociology","authors":[{"name":"Paula Johnson Tew","is_ca":true},{"name":"Lu Zhen","is_ca":true},{"name":"George Tolomiczenko","is_ca":true},{"name":"Joanne Paulette Gellatly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1394714846042915,"gpt":0.4055489897276567,"spread":0.2660775051233653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001644546,0.00008212,0.0001444006,0.000393098,0.0001220886,0.0001159468,0.000445328,0.00003958362,0.00001403277],"category_scores_gemma":[0.0001649583,0.0000855043,0.0000738205,0.0001085627,0.0001999746,0.0007241864,0.00007590742,0.0001198216,9.939555e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065953,"about_ca_system_score_gemma":0.000166881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003270586,"about_ca_topic_score_gemma":0.00002191424,"domain_scores_codex":[0.9983987,0.0001290269,0.0003616362,0.0001397921,0.000800548,0.0001703156],"domain_scores_gemma":[0.9991205,0.000146571,0.0002627606,0.00006319178,0.0003196257,0.00008740462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.003715485,0.002350127,0.3675098,0.0002720823,0.002721451,0.0226448,0.03854123,0.001722389,0.0001643299,0.439281,0.05557766,0.06549966],"study_design_scores_gemma":[0.01252092,0.001290725,0.62429,0.001274552,0.00007439581,0.00008425689,0.1392004,0.001301619,0.0002001406,0.1751695,0.04357656,0.001016863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9048046,0.0003149414,0.0009439763,0.01302017,0.0005903018,0.0004005202,0.000008642472,0.00001326722,0.07990358],"genre_scores_gemma":[0.997476,0.0003812294,0.001467046,0.00009495991,0.0001541211,0.000007409492,0.000003800056,0.000006582991,0.0004088065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2641114,"threshold_uncertainty_score":0.3486764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094105155","doi":"10.1108/09596110310488140","title":"Seasonality in tourism employment: human resource challenges","year":2003,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":179,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Seasonality; Tourism; Context (archaeology); Business; Human resources; Human resource management; Resource (disambiguation); Environmental resource management; Geography; Marketing; Regional science; Economic geography; Economics; Ecology; Management","authors":[{"name":"Lee Jolliffe","is_ca":true},{"name":"Regena Farnsworth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03476135555357771,"gpt":0.2754838662822258,"spread":0.2407225107286481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002316024,0.0002419775,0.0003379966,0.0003750945,0.00008081782,0.0002762789,0.0007718821,0.00008131025,0.0001085607],"category_scores_gemma":[0.0001227467,0.0002414281,0.0002222813,0.0002485318,0.00007212709,0.001834936,0.0001598739,0.0002681593,0.00004105981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882191,"about_ca_system_score_gemma":0.00005101798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001990874,"about_ca_topic_score_gemma":0.00003888913,"domain_scores_codex":[0.9974211,0.00009745637,0.0009095818,0.000306105,0.001008941,0.0002567532],"domain_scores_gemma":[0.9983574,0.00004126184,0.0008744189,0.0002907431,0.0003971329,0.00003909853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001434491,0.001900189,0.1465797,0.0001935272,0.0006132958,0.0007402339,0.0005215579,0.00007538898,0.00001452378,0.8027503,0.03584803,0.01061978],"study_design_scores_gemma":[0.002108224,0.00005435728,0.2851181,0.0002662823,0.00003535782,0.00001069764,0.003773983,0.00001365191,0.00003687592,0.06054239,0.6476802,0.0003599033],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6139692,0.001526479,0.0001817159,0.01099437,0.001590417,0.0003435534,0.000002932276,0.00004059838,0.3713507],"genre_scores_gemma":[0.9968035,0.0001227232,0.000155399,0.001292404,0.001038136,0.00001545547,0.0000212414,0.00002483131,0.0005263723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7422079,"threshold_uncertainty_score":0.9845152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2958974105","doi":"10.1108/ijchm-06-2018-0489","title":"A bibliometric analysis of social media in hospitality and tourism research","year":2019,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":131,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"","keywords":"Hospitality; Social media; Tourism; Netnography; Theme (computing); Scope (computer science); Sociology; Hospitality management studies; Service (business); Advertising; Social science; Marketing; Public relations; Political science; Business; Computer science","authors":[{"name":"Khaldoon Nusair","is_ca":false},{"name":"Irfan Butt","is_ca":true},{"name":"Seyed Rajab Nikhashemi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05311866542398085,"gpt":0.3853769095374254,"spread":0.3322582441134446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.008956847,0.0001014915,0.0004509127,0.0308393,0.00006829834,0.0001731185,0.000692007,0.00009168576,0.00007579476],"category_scores_gemma":[0.001268823,0.0001009986,0.0002321148,0.02860305,0.0003379026,0.0006424149,0.0002080718,0.0002528256,0.000003199751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000225147,"about_ca_system_score_gemma":0.0001632806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006477851,"about_ca_topic_score_gemma":0.0002073257,"domain_scores_codex":[0.9957569,0.0006239651,0.0008108425,0.0002000335,0.002370546,0.0002376774],"domain_scores_gemma":[0.9973031,0.0009005147,0.0005232005,0.000115233,0.001041121,0.000116792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002585872,0.0005964961,0.8202514,0.00005517007,0.002328868,0.0001843837,0.02487432,0.00000751677,0.000005822583,0.0874031,0.001927612,0.06210672],"study_design_scores_gemma":[0.0006956538,0.00007571233,0.9474354,0.00007146004,0.0000638159,2.295355e-7,0.03839074,0.00001221429,0.000003687124,0.007405584,0.005737493,0.0001079466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8633143,0.0003952322,0.0000126595,0.002094175,0.0008378586,0.0001931702,0.00001730188,0.000007366911,0.1331279],"genre_scores_gemma":[0.9989226,0.0003485106,0.00006600883,0.00004901414,0.0002077532,0.000003856085,0.000007113915,0.000006791454,0.0003883265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1356083,"threshold_uncertainty_score":0.9920444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2498792943","doi":"10.1108/ijchm-11-2014-0607","title":"Workload, generic and work–family specific social supports and job stress","year":2016,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":126,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université TÉLUQ; Université du Québec à Montréal","funders":"","keywords":"Family-friendly; Work–family conflict; Workload; Psychology; Hospitality industry; Social psychology; Originality; Hospitality; Social support; Work (physics); Tourism; Management; Political science","authors":[{"name":"Sari Mansour","is_ca":true},{"name":"Diane‐Gabrielle Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03387915209198009,"gpt":0.291581170109199,"spread":0.2577020180172189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001079537,0.0001578758,0.0002523423,0.0001830307,0.0001428716,0.000193114,0.0004826737,0.00007600911,0.00008721597],"category_scores_gemma":[0.00003061726,0.0001245115,0.00009664712,0.0001174145,0.0004030443,0.0006897016,0.0002020948,0.0001139554,0.000005574256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001713447,"about_ca_system_score_gemma":0.00006893514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004304514,"about_ca_topic_score_gemma":0.00002203758,"domain_scores_codex":[0.9978955,0.0001758799,0.0005212146,0.0002435646,0.0009368425,0.0002269922],"domain_scores_gemma":[0.998901,0.000109936,0.0004443132,0.0001074021,0.0002880884,0.0001492579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00023535,0.000169281,0.7968096,0.00002034508,0.0005620168,0.0004208693,0.003757535,9.096518e-7,0.00003720141,0.01237524,0.03453424,0.1510775],"study_design_scores_gemma":[0.001055195,0.00006068791,0.8936824,0.0003176814,0.00001777451,0.000004988292,0.006984285,1.21609e-7,0.000008096028,0.004485336,0.09318322,0.0002002358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938838,0.006521862,0.0004574804,0.01109891,0.001647564,0.0002086877,0.00001671028,0.00003080786,0.04117999],"genre_scores_gemma":[0.9860541,0.01069377,0.0002809366,0.000198943,0.0009774476,0.000005605272,0.00000137723,0.0000134168,0.001774361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1508773,"threshold_uncertainty_score":0.5077432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162077683","doi":"10.1108/09596111011018205","title":"CSR among Canadian mass tour operators: good awareness but little action","year":2010,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":123,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Corporate social responsibility; Tourism; Mainstream; Business; Exploratory research; Shareholder; Public relations; Marketing; Accountability; Destinations; Stakeholder; Corporate governance; Political science; Sociology; Finance","authors":[{"name":"Rachel Dodds","is_ca":true},{"name":"Jacqueline Kuehnel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.013965575568229,"gpt":0.2461340245354647,"spread":0.2321684489672357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009781376,0.0002845436,0.0002990453,0.0006758514,0.0001698622,0.0006989626,0.001168125,0.0001244446,0.0005227885],"category_scores_gemma":[0.0001254138,0.0002775973,0.0002100491,0.0002674348,0.0001607847,0.003861951,0.0002787801,0.0004204197,0.00007986774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004762669,"about_ca_system_score_gemma":0.0001691245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0418014,"about_ca_topic_score_gemma":0.01130807,"domain_scores_codex":[0.9975483,0.00002705773,0.0008136444,0.0003168712,0.0009690833,0.0003250018],"domain_scores_gemma":[0.9981249,0.00002838313,0.000691748,0.0003626425,0.0007010624,0.00009124789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001060678,0.0003430508,0.964791,0.0001521258,0.0004513944,0.0007678381,0.00006052938,0.0002395529,0.0003535981,0.02024915,0.006738513,0.0057472],"study_design_scores_gemma":[0.001288717,0.00003048559,0.8218125,0.0001075471,0.00007171294,0.0000156037,0.001921839,0.0003023074,0.0002705672,0.006640833,0.1670847,0.0004532434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629937,0.00004403524,0.0006613717,0.005094187,0.006142119,0.0004207921,0.0000148916,0.00004507684,0.0245838],"genre_scores_gemma":[0.9953628,0.00001097452,0.0003422638,0.001248337,0.002059659,0.00002041671,0.00005109631,0.00003738528,0.0008670978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1603462,"threshold_uncertainty_score":0.9999676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023054446","doi":"10.1108/ijchm-05-2013-0194","title":"Social media usage in hotel human resources: recruitment, hiring and communication","year":2015,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Employer Branding and e-HRM","field":"Business, Management and Accounting","cited_by":117,"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":"Marketing; Hospitality industry; Business; Generalizability theory; Human resources; Hospitality; Social media; Exploratory research; Sampling frame; Originality; Population; Variety (cybernetics); Empirical research; Tourism; Psychology; Management; Geography; Sociology; Economics","authors":[{"name":"Chris Gibbs","is_ca":true},{"name":"Fraser MacDonald","is_ca":true},{"name":"Kelly J. MacKay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.14919316973191,"gpt":0.3318157502052222,"spread":0.1826225804733122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001842064,0.0001500822,0.0002475898,0.0005346539,0.00008735157,0.0003727075,0.0006227668,0.00005012429,0.00001312026],"category_scores_gemma":[0.00009712673,0.000145127,0.0000829041,0.0001697115,0.00008532677,0.001495757,0.0004006697,0.0001999919,0.000009817431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001371334,"about_ca_system_score_gemma":0.00001619363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002772298,"about_ca_topic_score_gemma":0.00008695813,"domain_scores_codex":[0.9982989,0.00005238224,0.0006785462,0.0001640614,0.0006596865,0.000146377],"domain_scores_gemma":[0.9988473,0.00005057592,0.0006303131,0.0001509703,0.0002905467,0.00003026551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001001389,0.001234333,0.7167424,0.0003044029,0.001104962,0.0009325546,0.01134374,0.0001202813,0.00007248548,0.150431,0.07843823,0.03827416],"study_design_scores_gemma":[0.00949722,0.00008435991,0.6277393,0.000905857,0.0001102146,0.00001801038,0.01475339,0.0002057702,0.0000232021,0.1100289,0.2359727,0.0006611221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383764,0.0005354151,0.00009987855,0.004594991,0.0005539479,0.0002264614,0.000002153212,0.00003341003,0.05557729],"genre_scores_gemma":[0.9981992,0.0000515481,0.0001732983,0.0006200589,0.0007680801,0.00001096145,0.00002442565,0.00001685545,0.0001356171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1575345,"threshold_uncertainty_score":0.5918109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090511514","doi":"10.1108/09596110810866118","title":"Key challenges in wine and culinary tourism with practical recommendations","year":2008,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":117,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Brock University; Niagara College","funders":"","keywords":"Wine; Tourism; Key (lock); Marketing; Business; Hospitality; Hospitality industry; Advertising; Political science; Food science; Computer science","authors":[{"name":"Jeffrey W. Stewart","is_ca":true},{"name":"Linda Bramble","is_ca":true},{"name":"Donald Ziraldo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0723170946172253,"gpt":0.2901109250692493,"spread":0.2177938304520241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005650148,0.0001554913,0.0002244186,0.000413242,0.00006565914,0.00009334887,0.0002671712,0.00005451479,0.00005267397],"category_scores_gemma":[0.00005470294,0.0001309235,0.0000611379,0.0001394655,0.00008301964,0.002329789,0.0001917513,0.0002815364,0.00001319354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004613101,"about_ca_system_score_gemma":0.00004083525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000664527,"about_ca_topic_score_gemma":0.000004984635,"domain_scores_codex":[0.9986012,0.00002695399,0.000546178,0.0001897164,0.0004989359,0.0001369932],"domain_scores_gemma":[0.999011,0.00004116327,0.0004996892,0.0001293337,0.0002923497,0.00002640664],"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":[0.00245814,0.004389453,0.28567,0.0003809879,0.001930584,0.04680352,0.001435915,0.0002491078,0.00001802651,0.1286909,0.49776,0.03021339],"study_design_scores_gemma":[0.003678792,0.0001757814,0.3806457,0.0004413792,0.00005739514,0.0005405775,0.002895209,0.0002218241,0.000007575685,0.00796962,0.6030118,0.0003543253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5195743,0.000752819,0.0005242219,0.3815961,0.001052952,0.0003269467,0.000003645102,0.00003873476,0.09613025],"genre_scores_gemma":[0.9939856,0.0003900407,0.001534444,0.0008987665,0.002857796,0.000007548446,0.00001501525,0.00001426619,0.0002965389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4744112,"threshold_uncertainty_score":0.5338904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2618934163","doi":"10.1108/ijchm-02-2016-0096","title":"Increasing sustainable tourism through social entrepreneurship","year":2017,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":105,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Tourism; Entrepreneurship; Hospitality; Sustainability; Context (archaeology); Marketing; Sustainable tourism; Business; Originality; Incentive; Hospitality industry; Social entrepreneurship; Hospitality management studies; Intrapreneurship; Public relations; Economics; Sociology; Finance; Qualitative research; Political science","authors":[{"name":"Deborah de Lange","is_ca":true},{"name":"Rachel Dodds","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03076442505197655,"gpt":0.2872665033264579,"spread":0.2565020782744813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001048736,0.0002178258,0.0003205279,0.0002006751,0.0006254764,0.00159748,0.001682314,0.00005286109,0.00009304457],"category_scores_gemma":[0.0003072514,0.0001956424,0.0002785363,0.00007261292,0.0001759328,0.005152944,0.001007172,0.000179886,0.0000303319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009217654,"about_ca_system_score_gemma":0.00003083632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192896,"about_ca_topic_score_gemma":0.000008762285,"domain_scores_codex":[0.9978478,0.00003212257,0.0006950852,0.0002548688,0.000877639,0.0002925159],"domain_scores_gemma":[0.9969667,0.0000393315,0.001758839,0.0003236808,0.0008921252,0.00001933766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000541254,0.0003860027,0.6334575,0.0001862545,0.001190007,0.002975994,0.0003571956,0.00002498507,0.00001773643,0.3074963,0.04259984,0.01076689],"study_design_scores_gemma":[0.002517999,0.00005375169,0.555521,0.0002609971,0.0001514001,0.00002197208,0.007238012,0.00002118087,0.00005866674,0.07591932,0.3577636,0.0004720253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6945314,0.0004356772,0.0001886313,0.01949722,0.002258205,0.0002290537,0.000002961067,0.0000393254,0.2828175],"genre_scores_gemma":[0.9937091,0.00009821059,0.0001620955,0.001977702,0.003119507,0.000006646558,0.000006448166,0.000018409,0.0009018132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3151638,"threshold_uncertainty_score":0.9994389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016653740","doi":"10.1108/09596110210419273","title":"Mastering Caribbean tourism","year":2002,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":77,"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; Hospitality; Diversification (marketing strategy); Tourism geography; Sustainability; Sustainable tourism; Product (mathematics); Destinations; Alternative tourism; Caribbean region; Caribbean island; Marketing; Business; Sustainable development; Economic growth; Political science; Latin Americans; Economics","authors":[{"name":"Chandana Jayawardena","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05481185094719221,"gpt":0.3276617714171971,"spread":0.2728499204700049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001309484,0.0001089733,0.0001780331,0.0003324201,0.000130277,0.0003002038,0.00127473,0.00004679209,0.001005233],"category_scores_gemma":[0.0001206899,0.0001091812,0.0001854312,0.0001351323,0.0001619507,0.001020024,0.0002553181,0.000196328,0.00009234696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000247871,"about_ca_system_score_gemma":0.00004717472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005017726,"about_ca_topic_score_gemma":0.000019341,"domain_scores_codex":[0.9970889,0.0001652452,0.0004869729,0.0001529504,0.001870256,0.0002356508],"domain_scores_gemma":[0.99873,0.00005877794,0.0003514246,0.000165021,0.0005115796,0.0001832207],"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":[0.0002645549,0.001496432,0.02730179,0.00006405581,0.00322282,0.02769278,0.01382553,0.0001167233,0.00004044921,0.2169085,0.5275274,0.181539],"study_design_scores_gemma":[0.0022169,0.000255828,0.01333544,0.0002140731,0.00004210139,0.00001828912,0.0270901,0.0001225594,0.00008043219,0.01185013,0.9443812,0.0003929954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1105399,0.0006746251,0.0006364763,0.03400729,0.002984258,0.0002777401,0.000008283877,0.00004199793,0.8508294],"genre_scores_gemma":[0.9889924,0.0004369256,0.000660223,0.0002803001,0.0009050897,0.000002833459,0.000001298022,0.00001058105,0.008710345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8784525,"threshold_uncertainty_score":0.999908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031870230","doi":"10.1108/09596110610641993","title":"Backpacking and hostel‐picking: an analysis from Canada","year":2006,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University; University of Guelph","funders":"","keywords":"Demographics; Tourism; Originality; Service (business); Geography; Sociology; Advertising; Marketing; Demography; Business; Qualitative research; Social science","authors":[{"name":"J. Jean Hecht","is_ca":true},{"name":"David Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01539855082007111,"gpt":0.2872138983779057,"spread":0.2718153475578345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006237762,0.0002405078,0.0004297459,0.000494033,0.00006451707,0.0002328284,0.0007246608,0.00005874889,0.0003698605],"category_scores_gemma":[0.00001195077,0.0002353679,0.0001806897,0.0002606559,0.00006357476,0.0006042864,0.0001558422,0.0001515725,0.000005269555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003270814,"about_ca_system_score_gemma":0.00009336687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5087233,"about_ca_topic_score_gemma":0.09095334,"domain_scores_codex":[0.9970943,0.0002079956,0.001020138,0.0003930452,0.001074577,0.0002099435],"domain_scores_gemma":[0.9980584,0.00009491044,0.0009299401,0.0003911711,0.000397246,0.0001283331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001171488,0.0002868686,0.9612867,0.000008725588,0.00498041,0.0008593671,0.0002816856,0.000483314,0.000003626588,0.02011724,0.00595324,0.0056217],"study_design_scores_gemma":[0.001200616,0.00008042857,0.9735149,0.00004210466,0.0004291059,0.000006838103,0.002306216,0.0001340883,0.00002218683,0.002568226,0.0194607,0.000234575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9479482,0.0008174944,0.00759669,0.001937651,0.002060351,0.0002491912,0.00004750504,0.00002581104,0.0393171],"genre_scores_gemma":[0.9972385,0.00003181848,0.0005968791,0.0001901284,0.0005178108,0.00001015133,0.0001552583,0.00002171251,0.0012378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4177699,"threshold_uncertainty_score":0.9598023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1522635265","doi":"10.1108/ijchm-06-2013-0238","title":"Servant leadership and perceptions of service quality provided by front-line service workers in hotels in Turkey","year":2014,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Respondent; Servant leadership; Business; Service (business); Service quality; Quality (philosophy); Marketing; Servant; Sample (material); Hospitality industry; Public relations; Psychology; Transactional leadership; Political science; Tourism; Engineering","authors":[{"name":"Mustafa Koyuncu","is_ca":false},{"name":"Ronald J. Burke","is_ca":true},{"name":"Marina Astakhova","is_ca":false},{"name":"Duygu Eren","is_ca":false},{"name":"Hayrullah Çetin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04263873416838906,"gpt":0.2905287219868433,"spread":0.2478899878184542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002830081,0.0002510062,0.0005353343,0.0005850458,0.00003779658,0.0001677986,0.0007728828,0.00009798347,0.00007203724],"category_scores_gemma":[0.00009069297,0.0002459708,0.0001169473,0.0004811909,0.00004979505,0.001908401,0.0003029918,0.0003149486,0.00001743151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118501,"about_ca_system_score_gemma":0.00004445308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01961375,"about_ca_topic_score_gemma":0.003290845,"domain_scores_codex":[0.9969677,0.0001573075,0.001503624,0.0003114053,0.0008132497,0.00024673],"domain_scores_gemma":[0.9978426,0.0001168601,0.001086415,0.0002607235,0.0006530195,0.00004044566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001256482,0.001407743,0.9718518,0.002553934,0.0004322565,0.00006301668,0.002466392,0.001303873,0.0003252004,0.008891118,0.003247718,0.006200486],"study_design_scores_gemma":[0.00533896,0.00006885392,0.9442251,0.001254929,0.00006581916,0.000003983772,0.03026976,0.004347296,0.00003769222,0.00583392,0.008062786,0.00049092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618214,0.0002754999,0.0005785116,0.03284381,0.0004720301,0.0003826963,0.00001551603,0.00002168854,0.003588886],"genre_scores_gemma":[0.9906044,0.00002715691,0.0002626747,0.008643275,0.0002589106,0.00001171202,0.0000575682,0.00001966039,0.000114669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02878301,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2909348699","doi":"10.1108/ijchm-11-2017-0769","title":"Destination competitiveness in Russia: tourism professionals’ skills and competences","year":2019,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":73,"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; Business; Marketing; Political science","authors":[{"name":"Lidia Andrades","is_ca":false},{"name":"Frédéric Dimanche","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008012965104819601,"gpt":0.2507037495631614,"spread":0.2426907844583418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001078557,0.0001652556,0.0002738084,0.0005594846,0.00004502755,0.0002390214,0.0004495222,0.00005649403,0.0001539469],"category_scores_gemma":[0.00005822874,0.0001490359,0.00008533144,0.000218389,0.00006041933,0.002311109,0.0002098162,0.0001829891,0.00004577457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008670698,"about_ca_system_score_gemma":0.00005362531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001596373,"about_ca_topic_score_gemma":0.00001266459,"domain_scores_codex":[0.9981976,0.00004360361,0.0006964054,0.0002214995,0.000691013,0.0001498736],"domain_scores_gemma":[0.998621,0.00007420014,0.000730912,0.0001278602,0.0004241765,0.00002180354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009634786,0.001193198,0.8614121,0.0002000732,0.0001857838,0.0002323977,0.0002890622,0.00007174849,0.00001629238,0.1276062,0.0009840818,0.007712778],"study_design_scores_gemma":[0.001552904,0.00004196931,0.9626399,0.0006278898,0.00001570621,0.000008289009,0.002201223,0.0002154702,0.00002035194,0.0150599,0.01741051,0.0002058618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592413,0.0002418827,0.0002410192,0.007443734,0.002486202,0.0004002308,0.000002681046,0.00001892044,0.02992401],"genre_scores_gemma":[0.9974561,0.00005287466,0.0003546239,0.00106755,0.00059176,0.0000103686,0.0000266794,0.00001248072,0.0004276084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1125463,"threshold_uncertainty_score":0.6077507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390764001","doi":"10.1108/ijchm-06-2023-0840","title":"The intention-behaviour gap in sustainable hospitality: a critical literature review","year":2024,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Hospitality; Sustainability; Scope (computer science); Hospitality industry; Marketing; Descriptive statistics; Business; Knowledge management; Management science; Public relations; Computer science; Tourism; Political science; Engineering","authors":[{"name":"Nayla Khan","is_ca":false},{"name":"Diletta Acuti","is_ca":false},{"name":"Linda Lemarié","is_ca":true},{"name":"Giampaolo Viglia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01215801848110488,"gpt":0.2809393566292481,"spread":0.2687813381481433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002962889,0.0002883276,0.0003470081,0.0005128311,0.0001309114,0.001737608,0.00118827,0.00007441888,0.00007944403],"category_scores_gemma":[0.0006307096,0.0002140783,0.0003590591,0.0007799216,0.0002327021,0.003986959,0.0006859694,0.0004860132,0.00003855132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005616873,"about_ca_system_score_gemma":0.00006876605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001567663,"about_ca_topic_score_gemma":0.000009901686,"domain_scores_codex":[0.9967481,0.00007290758,0.001251532,0.0003573797,0.001190707,0.0003793942],"domain_scores_gemma":[0.9981527,0.0001614887,0.0003624202,0.0003563523,0.0009334689,0.00003359706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002034397,0.0007711718,0.08967719,0.00874411,0.0005032049,0.01275891,0.0001681396,0.00002158328,0.000003262106,0.8159077,0.05348668,0.01775462],"study_design_scores_gemma":[0.001216965,0.00009616028,0.1998152,0.01877146,0.0002669761,0.0001257217,0.007767798,0.0003487296,0.00000571791,0.118073,0.6527855,0.0007267293],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2161573,0.3207733,0.0025153,0.3555349,0.01546667,0.004110933,0.00003251019,0.000315627,0.08509342],"genre_scores_gemma":[0.9877971,0.006581799,0.00006485995,0.002884948,0.0006920738,0.00006168394,0.00003123947,0.00003361017,0.001852702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7716397,"threshold_uncertainty_score":0.9992987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086291143","doi":"10.1108/09596111211217914","title":"The lodging quality index: an independent assessment of validity and dimensions","year":2012,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Confirmatory factor analysis; Hospitality; Reliability (semiconductor); Scale (ratio); Service quality; Hospitality industry; Context (archaeology); Validity; Quality (philosophy); Marketing; Originality; Psychology; Service (business); Index (typography); Applied psychology; Business; Social psychology; Tourism; Computer science; Psychometrics; Geography","authors":[{"name":"Riadh Ladhari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05552096446071514,"gpt":0.342654687610813,"spread":0.2871337231500978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005387465,0.0001854299,0.0003099618,0.0002510123,0.0001864623,0.0002901887,0.0007161884,0.00005459528,0.00003293204],"category_scores_gemma":[0.00007614554,0.0001391965,0.0001626853,0.000166934,0.0001216271,0.002831765,0.0005277275,0.0002520537,0.000003933197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008462963,"about_ca_system_score_gemma":0.00004364911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005782575,"about_ca_topic_score_gemma":0.0000738549,"domain_scores_codex":[0.9970925,0.0001420599,0.001102956,0.0001721812,0.001255778,0.0002344731],"domain_scores_gemma":[0.9973925,0.0001493837,0.001428701,0.0003095003,0.0006618214,0.00005810838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001410793,0.000642647,0.8472792,0.0001254436,0.000417249,0.00001865193,0.0002330285,0.00004351676,0.00002835949,0.1451481,0.0006611485,0.005261596],"study_design_scores_gemma":[0.0009543039,0.00004077566,0.9665534,0.00008611927,0.00006932918,0.000004626929,0.004940149,0.000377808,0.00001558679,0.006153437,0.02061669,0.0001877503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815296,0.0003861385,0.001830916,0.002813956,0.002028362,0.000243226,0.000006920269,0.0000215528,0.01113933],"genre_scores_gemma":[0.9978114,0.00007386195,0.0002074689,0.001012347,0.0008070543,0.000006258668,0.00001300847,0.00001386703,0.00005467185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1389946,"threshold_uncertainty_score":0.567627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108548610","doi":"10.1108/09596110310488195","title":"Business simulations: a balanced approach to tourism education","year":2003,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Innovative Teaching Methodologies in Social Sciences","field":"Social Sciences","cited_by":70,"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; Hospitality; Business simulation; Hospitality management studies; Psychology; Critical thinking; Hospitality industry; Participant observation; Mathematics education; Knowledge management; Computer science; Sociology; Social science","authors":[{"name":"David Martin","is_ca":true},{"name":"Bernie McEvoy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07664387852759084,"gpt":0.4037400539519833,"spread":0.3270961754243925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004788678,0.0001167136,0.0002026407,0.0003200156,0.0002434293,0.0001946093,0.0009753868,0.00005805345,0.0000440713],"category_scores_gemma":[0.002592916,0.0001095319,0.00008663565,0.0007593018,0.0001984306,0.0007718915,0.00008444901,0.0001511011,0.000005609515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004224882,"about_ca_system_score_gemma":0.0006062509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002862117,"about_ca_topic_score_gemma":0.00001003679,"domain_scores_codex":[0.9970078,0.0008272885,0.0005839476,0.0001967018,0.001195224,0.0001890028],"domain_scores_gemma":[0.9974376,0.0001891952,0.0005318571,0.0001475542,0.001588807,0.0001049726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005499097,0.000686777,0.01655133,0.0000142309,0.0002280148,0.00001613635,0.009869739,0.0006577512,0.00003102973,0.9271905,0.01520992,0.02948961],"study_design_scores_gemma":[0.0008415753,0.0001023314,0.07919754,0.00017063,0.00002999589,0.000005598671,0.06177344,0.00001866399,0.00007631838,0.1460473,0.7112883,0.0004483434],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.122827,0.0002221844,0.1249397,0.007639828,0.006830307,0.0005970133,0.000006039337,0.00004509758,0.7368928],"genre_scores_gemma":[0.9416233,0.00003651986,0.05529989,0.001095125,0.0004824003,0.00001175193,0.000003936815,0.000007118989,0.001439986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8187963,"threshold_uncertainty_score":0.4466582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2585439852","doi":"10.1108/ijchm-10-2015-0618","title":"Social media activity in a festival context: temporal and content analysis","year":2017,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Manitoba; Toronto Metropolitan University","funders":"","keywords":"Social media; Context (archaeology); Tourism; Advertising; Originality; Friendship; Content analysis; Value (mathematics); Sociology; Psychology; Geography; Business; Social psychology; World Wide Web; Computer science; Social science; Qualitative research","authors":[{"name":"Kelly J. MacKay","is_ca":true},{"name":"Danielle Barbe","is_ca":false},{"name":"Christine M. Van Winkle","is_ca":true},{"name":"Elizabeth Halpenny","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08375882259277359,"gpt":0.3610136308166647,"spread":0.277254808223891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00280474,0.0001441271,0.0004415743,0.0003645978,0.0003547993,0.0006228246,0.0008685649,0.00008476905,0.00001735836],"category_scores_gemma":[0.001259276,0.0001412547,0.0002656801,0.0001339807,0.0005658314,0.001180268,0.0002277011,0.0002123488,0.000001720891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002214426,"about_ca_system_score_gemma":0.0001470466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002590942,"about_ca_topic_score_gemma":0.003082091,"domain_scores_codex":[0.9976146,0.0003042277,0.0005549714,0.0002062103,0.001106799,0.0002132183],"domain_scores_gemma":[0.9980392,0.000256066,0.0009878724,0.0001499275,0.0004093367,0.0001576356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005813831,0.0004499553,0.7914277,0.00001927005,0.002075925,0.0007621296,0.01453515,0.000001072785,0.000006330763,0.04228632,0.00112839,0.1467263],"study_design_scores_gemma":[0.001444716,0.00004376178,0.9670081,0.00008671998,0.0001050898,0.000001024078,0.01834095,0.00001172934,0.000007120687,0.00436619,0.008405909,0.0001786491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224575,0.0001449894,0.0001357417,0.01361883,0.001281391,0.0001815758,0.00001727224,0.00001515598,0.06214755],"genre_scores_gemma":[0.9987093,0.0001167077,0.00006633568,0.0001203871,0.0005048899,0.000005914175,0.000004153605,0.000007804557,0.0004645452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1755804,"threshold_uncertainty_score":0.6005912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973302662","doi":"10.1108/09596111211237246","title":"Innovation within the Australian outdoor hospitality parks industry","year":2012,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":65,"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":"Typology; Hospitality; Hospitality industry; Marketing; Originality; Context (archaeology); Hospitality management studies; Competitor analysis; Value (mathematics); Tourism; Business; Qualitative research; Public relations; Sociology; Social science; Political science; Geography","authors":[{"name":"Edward Brooker","is_ca":false},{"name":"Marion Joppe","is_ca":true},{"name":"Michael Davidson","is_ca":false},{"name":"Kathy Marles","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03578861361893364,"gpt":0.2901052176873214,"spread":0.2543166040683878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003409926,0.0002761771,0.0002855285,0.0005037377,0.0001653432,0.0005513233,0.001119445,0.0001770473,0.0001559311],"category_scores_gemma":[0.0002495473,0.0002112072,0.0002034457,0.0006704992,0.0001464545,0.004585433,0.0002913932,0.0006450555,0.0000849566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001706165,"about_ca_system_score_gemma":0.00007490527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002765293,"about_ca_topic_score_gemma":0.000004483853,"domain_scores_codex":[0.9968442,0.00006454995,0.001361177,0.0002140857,0.001199372,0.0003166691],"domain_scores_gemma":[0.9965714,0.00004426466,0.001925146,0.0003687624,0.001045524,0.00004494039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001301244,0.001042708,0.5437333,0.00008752028,0.0007721234,0.00005697571,0.0007462073,0.00007289241,0.0000153314,0.3675123,0.07878591,0.007044586],"study_design_scores_gemma":[0.001165515,0.00004681,0.7879815,0.0001656541,0.0001126799,0.0000160283,0.009409131,0.00004272501,0.0001203828,0.01840262,0.1821102,0.0004267447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9239503,0.0001820104,0.0005362974,0.0286795,0.008718772,0.0004501918,0.000008026366,0.00005222522,0.03742269],"genre_scores_gemma":[0.9895778,0.00001019887,0.0002129205,0.004005669,0.005207253,0.00002194803,0.00005701002,0.00002599386,0.0008812436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3491097,"threshold_uncertainty_score":0.8612779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037373828","doi":"10.1108/09596110310482227","title":"Sustainable tourism development in the Caribbean: practical challenges","year":2003,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":65,"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; Hospitality; Tourism geography; Caribbean region; West indies; Sustainable tourism; Sustainable development; Economic growth; Hospitality industry; Ecotourism; Hospitality management studies; Political science; Marketing; Business; Sociology; Economics; Latin Americans","authors":[{"name":"Lynn C. Harrison","is_ca":true},{"name":"Chandana Jayawardena","is_ca":false},{"name":"Anthony Clayton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04741449357896249,"gpt":0.3303557956738344,"spread":0.2829413020948719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003809501,0.0001167282,0.0001713922,0.0001720555,0.0001660407,0.0001450479,0.000586049,0.00006372897,0.00004915636],"category_scores_gemma":[0.0003527041,0.0000921616,0.0001158603,0.0001095249,0.0001325041,0.0005160459,0.00004720435,0.0002461953,0.000007330705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005695032,"about_ca_system_score_gemma":0.000552844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003684274,"about_ca_topic_score_gemma":0.0002134754,"domain_scores_codex":[0.9973462,0.0005315902,0.0005435784,0.0001366378,0.001179974,0.0002620184],"domain_scores_gemma":[0.9988069,0.0001466271,0.0003207877,0.0001407034,0.0004913307,0.00009366766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002916439,0.0003049562,0.001202005,0.00002013342,0.0001666809,0.001758177,0.02868763,0.000004735237,1.804275e-7,0.9419871,0.02468335,0.001155866],"study_design_scores_gemma":[0.0004349477,0.00003955083,0.004240819,0.00002902037,0.00001234098,0.0000147012,0.140317,3.532472e-7,0.000008502183,0.009478164,0.8453243,0.0001003048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04826076,0.003517523,0.0004124864,0.03385547,0.002076471,0.0005008113,0.000002776959,0.00001678258,0.9113569],"genre_scores_gemma":[0.9935964,0.0005671257,0.0006949651,0.0008282405,0.0003240583,0.00001120835,0.00000257846,0.000006914224,0.003968454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9453357,"threshold_uncertainty_score":0.3758241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971098934","doi":"10.1108/09596110310488168","title":"Ecotourism in the city? Toronto’s Green Tourism Association","year":2003,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Industry, Tourism and Investment; University of Guelph; Hudbay Minerals (Canada)","funders":"","keywords":"Ecotourism; Tourism; Sustainability; Business; Tourism geography; Sustainable development; Environmental planning; Urban tourism; Sustainable tourism; Marketing; Geography; Political science","authors":[{"name":"Anna Gibson","is_ca":true},{"name":"Rachel Dodds","is_ca":false},{"name":"Marion Joppe","is_ca":true},{"name":"Brian Jamieson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02859451276110351,"gpt":0.335526101708632,"spread":0.3069315889475285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007515353,0.0001173294,0.0001928013,0.0001835394,0.0001311039,0.000294027,0.001427679,0.00008116938,0.0004148907],"category_scores_gemma":[0.0005295732,0.00009749259,0.0001869354,0.0001621306,0.00007621198,0.001326572,0.00008726372,0.0002768726,0.00002008247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218039,"about_ca_system_score_gemma":0.0002153636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008348086,"about_ca_topic_score_gemma":0.001613845,"domain_scores_codex":[0.9954762,0.0008800245,0.0005861195,0.0001598791,0.002618513,0.0002792756],"domain_scores_gemma":[0.9983898,0.0002304498,0.0005723853,0.0001834021,0.0005292528,0.0000947431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001923766,0.001646966,0.2442576,0.00002612194,0.00160987,0.007021809,0.01844598,0.00002562053,0.000005005795,0.4426191,0.263302,0.02084753],"study_design_scores_gemma":[0.002411779,0.0001930375,0.1515038,0.0001040476,0.00004049332,0.000007870924,0.05312585,0.000008049939,0.00002700403,0.0562062,0.736069,0.000302835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1449694,0.0007776576,0.0001795125,0.03752997,0.002034006,0.0005081003,0.000006652691,0.00001643707,0.8139783],"genre_scores_gemma":[0.9910874,0.0004028834,0.0002250727,0.0007083662,0.0005783349,0.000009547794,0.000002068984,0.000007580955,0.006978764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.846118,"threshold_uncertainty_score":0.9982554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2340448699","doi":"10.1108/ijchm-12-2014-0629","title":"Implementation of sustainable development practices in the hospitality industry","year":2016,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Trois-Rivières; Université de Moncton","funders":"","keywords":"Hospitality industry; Originality; Hospitality; Business; Marketing; Process (computing); Value (mathematics); Qualitative research; Knowledge management; Phenomenon; Orientation (vector space); Process management; Tourism; Sociology; Computer science; Political science","authors":[{"name":"Brigitte Prud’homme","is_ca":true},{"name":"Louis Raymond","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0226940667578272,"gpt":0.2967003587470084,"spread":0.2740062919891812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003014698,0.0001943593,0.0002532653,0.0004550756,0.00006132819,0.0001811314,0.001201299,0.00007968554,0.0001410816],"category_scores_gemma":[0.0002294389,0.0001250169,0.0001176973,0.0003490842,0.0001362551,0.003636392,0.0004586884,0.0001991821,0.000008800827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004084295,"about_ca_system_score_gemma":0.0001079903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008140284,"about_ca_topic_score_gemma":0.00004564579,"domain_scores_codex":[0.9970559,0.00007447257,0.001189725,0.0002244119,0.001206288,0.0002492286],"domain_scores_gemma":[0.9964551,0.0001082745,0.002550163,0.0002796263,0.0005909032,0.00001589659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001388076,0.0006006265,0.930869,0.0002014857,0.0002437452,0.0004114205,0.0005339331,0.00001452325,0.00002720403,0.0513478,0.00169539,0.01391601],"study_design_scores_gemma":[0.001549668,0.00003739394,0.9090896,0.000118856,0.00003098309,0.000005405442,0.04397091,0.000001479188,0.0001866057,0.006207765,0.03863594,0.0001654492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778963,0.00009853886,0.0004566548,0.01438739,0.0004329536,0.0006208746,0.000002392333,0.00001136515,0.006093511],"genre_scores_gemma":[0.9983877,0.00002005326,0.0001878276,0.0008723613,0.0002940321,0.00003427001,0.000007792624,0.00001369109,0.000182275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04514003,"threshold_uncertainty_score":0.509804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1517598772","doi":"10.1108/09596110810866082","title":"Sustainable tourism development in Niagara","year":2008,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph; Niagara College; George Brown College","funders":"","keywords":"Tourism; Sustainable tourism; Originality; Sustainability; Sustainable development; Blueprint; Tourism geography; Business; Ecotourism; Destinations; Marketing; Political science; Sociology; Engineering; Qualitative research","authors":[{"name":"Chandana Jayawardena","is_ca":true},{"name":"Daniel J. Patterson","is_ca":true},{"name":"Chris Choi","is_ca":true},{"name":"Ryan Brain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03502834308902959,"gpt":0.3240017722335993,"spread":0.2889734291445697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002247473,0.0001117759,0.0002045914,0.0006025147,0.0001807701,0.0001131695,0.001151502,0.00005185083,0.0001695397],"category_scores_gemma":[0.0001896111,0.0001135204,0.0001091979,0.000232477,0.000194027,0.001103344,0.0002826681,0.0002139371,0.00003633611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006715379,"about_ca_system_score_gemma":0.0006672691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144834,"about_ca_topic_score_gemma":0.00005750578,"domain_scores_codex":[0.9967887,0.0001804861,0.0006298117,0.000163829,0.001911311,0.000325799],"domain_scores_gemma":[0.9985803,0.00006304825,0.0003182506,0.0001280232,0.0007571013,0.0001532504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008168473,0.002720671,0.1782892,0.00009484445,0.001661061,0.2106355,0.03176382,0.0002063594,0.000008136951,0.3251677,0.2206421,0.02799383],"study_design_scores_gemma":[0.002621493,0.000130374,0.1400166,0.0001506323,0.000008411626,0.000022521,0.04078056,0.000006203438,0.0001361337,0.01003811,0.8057646,0.0003244042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6365616,0.0003710657,0.0002418594,0.008083485,0.0007498349,0.0003431339,0.000001099598,0.00002047469,0.3536275],"genre_scores_gemma":[0.9786413,0.0003547235,0.00111266,0.0001976576,0.0002992111,0.000007455113,0.000002127017,0.000008718494,0.01937609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5851225,"threshold_uncertainty_score":0.4629228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2962817433","doi":"10.1108/ijchm-04-2018-0277","title":"Role of network capability, structural flexibility and management commitment in defining strategic performance in hospitality industry","year":2019,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Hospitality industry; Structural equation modeling; Nexus (standard); Moderation; Hospitality; Flexibility (engineering); Causal model; Marketing; Test (biology); Business; Knowledge management; Psychology; Computer science; Tourism; Economics; Management; Social psychology; Political science; Mathematics","authors":[{"name":"Abdul Majid","is_ca":false},{"name":"Muhammad Yasir","is_ca":false},{"name":"Zahid Yousaf","is_ca":false},{"name":"Hassan Qudrat‐Ullah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02211241403157931,"gpt":0.2642594858110414,"spread":0.2421470717794621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002621339,0.0002846724,0.0005616078,0.0004914518,0.00004020345,0.0001565314,0.0007835623,0.0001365854,0.00008540767],"category_scores_gemma":[0.00001435457,0.0002761333,0.0001406339,0.0004547408,0.0001056395,0.00165797,0.0006495632,0.0005170851,0.000009582644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215647,"about_ca_system_score_gemma":0.00004050674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009931797,"about_ca_topic_score_gemma":0.0002476824,"domain_scores_codex":[0.9967814,0.00008857864,0.001537767,0.00039171,0.0008837171,0.0003168275],"domain_scores_gemma":[0.9982525,0.00005496918,0.001016262,0.0003692252,0.0002718401,0.00003519471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003343081,0.0002962229,0.9193355,0.0007778288,0.0002237269,0.00005158956,0.0002167028,0.002572762,0.00000329672,0.07259361,0.00003802022,0.003556476],"study_design_scores_gemma":[0.00223086,0.0000799939,0.962396,0.0005947298,0.00003231757,0.000003499988,0.006137772,0.001948169,0.000006501776,0.02558081,0.0007234744,0.0002658491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963957,0.0005465538,0.000004597718,0.0006664637,0.0007478849,0.0006902428,0.000007412687,0.00001654842,0.03336334],"genre_scores_gemma":[0.9989561,0.00007558107,0.0002222129,0.0004886886,0.0001655007,0.00001366061,0.00002383342,0.0000158226,0.00003863751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0470128,"threshold_uncertainty_score":0.9999691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058317319","doi":"10.1108/09596110310488203","title":"Brand asset equilibrium in hotel management","year":2003,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Brand management; Business; Brand equity; Marketing; Order (exchange); Asset (computer security); Consistency (knowledge bases); Value (mathematics); Hotel industry; Advertising; Brand awareness; Asset specificity; Hospitality industry; Point (geometry); Tourism; Computer science; Transaction cost; Mathematics","authors":[{"name":"Gabor Forgacs","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02884997868571929,"gpt":0.2729263325567362,"spread":0.2440763538710169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001230224,0.0002054478,0.0002629326,0.0009268793,0.00004134244,0.0004723363,0.0006911339,0.00005220508,0.0003190505],"category_scores_gemma":[0.00004235456,0.0002054155,0.0001976273,0.0003346649,0.0000568557,0.001929876,0.0001602289,0.000172967,0.0001209939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153265,"about_ca_system_score_gemma":0.00002615929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005517738,"about_ca_topic_score_gemma":0.00001272365,"domain_scores_codex":[0.9976222,0.00004621461,0.001001783,0.0002711792,0.000855207,0.0002034076],"domain_scores_gemma":[0.9986292,0.00002308862,0.0006695732,0.0002695247,0.0003809667,0.00002766194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008378289,0.002656084,0.5038574,0.0005445827,0.001480364,0.002439389,0.0001844198,0.0001636387,0.0003472786,0.2302252,0.04124885,0.216015],"study_design_scores_gemma":[0.004334237,0.00001156447,0.7199432,0.0002656401,0.000106564,0.00002054048,0.001060647,0.00005817996,0.00008268076,0.01173223,0.2619976,0.0003869447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877581,0.0005620729,0.0006962197,0.001942708,0.003998348,0.0005173816,0.000005161987,0.00004644059,0.1044735],"genre_scores_gemma":[0.9973589,0.0001130149,0.0002978408,0.0008040169,0.0002185872,0.00002016341,0.00002483027,0.00001965694,0.001142962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2207487,"threshold_uncertainty_score":0.8376601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051648713","doi":"10.1108/09596110010320751","title":"An exploratory study of food and beverage training in private clubs","year":2000,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":53,"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":"Training (meteorology); Hospitality industry; Hospitality; Exploratory research; Club; Catering industry; Marketing; Business; Advertising; Tourism; Sociology; Geography; Medicine","authors":[{"name":"Clayton W. Barrows","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05607412329084607,"gpt":0.3401130941583161,"spread":0.28403897086747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001335839,0.0001153304,0.0002234248,0.0003551847,0.00002523401,0.00003753603,0.0003602698,0.00003519114,0.0005200495],"category_scores_gemma":[0.00000588066,0.000110908,0.00004183257,0.00009469981,0.00003456326,0.0005245546,0.00003603493,0.0001360613,0.000005947034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004700638,"about_ca_system_score_gemma":0.0000314749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001130862,"about_ca_topic_score_gemma":0.00002629154,"domain_scores_codex":[0.9981692,0.0002078673,0.0007967962,0.0001625137,0.0005544201,0.0001092091],"domain_scores_gemma":[0.9993089,0.00002529407,0.0003532273,0.0001460593,0.0001120026,0.00005445708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001674814,0.002990901,0.4483373,0.00003788808,0.001713939,0.0005121987,0.2760184,0.000483622,0.00003555874,0.004857006,0.0004884013,0.2628499],"study_design_scores_gemma":[0.005166628,0.002159529,0.932891,0.0001150222,0.00002074546,0.000009987466,0.05507562,0.00008504872,0.00002638774,0.001637327,0.002633221,0.0001794756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879745,0.0001741515,0.0000609154,0.0001188883,0.0004103853,0.0003261081,0.000003586116,0.000008247644,0.01092324],"genre_scores_gemma":[0.9994551,0.00003415098,0.00008549949,0.0001030689,0.00009883616,0.00001534841,0.000008317958,0.00001006377,0.0001895959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4845537,"threshold_uncertainty_score":0.5694177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2528044297","doi":"10.1108/ijchm-03-2015-0110","title":"Supply chain quality management: an empirical study","year":2016,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":52,"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":"National Natural Science Foundation of China","keywords":"LISREL; Business; Originality; Structural equation modeling; Hospitality; Hospitality industry; Supply chain management; Marketing; Moderation; Supply chain; Quality (philosophy); Empirical research; Knowledge management; Process management; Psychology; Tourism; Computer science; Creativity","authors":[{"name":"Jianlan Zhong","is_ca":false},{"name":"Yizhong Ma","is_ca":false},{"name":"Yiliu Tu","is_ca":true},{"name":"Xia Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04591038735786999,"gpt":0.3318380099345467,"spread":0.2859276225766767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004640504,0.0004459411,0.0006111126,0.001079222,0.0001533206,0.0006343344,0.002256444,0.00008031963,0.0005102569],"category_scores_gemma":[0.00009171022,0.0003286263,0.0003930095,0.0004181546,0.0001508119,0.004624288,0.001018826,0.0002094581,0.0002267195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000231932,"about_ca_system_score_gemma":0.00003281479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002039744,"about_ca_topic_score_gemma":0.0000488836,"domain_scores_codex":[0.9943591,0.0002330848,0.001984527,0.0006326752,0.002351663,0.0004388921],"domain_scores_gemma":[0.9969566,0.00009349043,0.001337977,0.0007522668,0.0007711503,0.00008851749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00189305,0.007477163,0.6112777,0.0003220935,0.004061435,0.003228756,0.0005860232,0.00004825017,0.00003099828,0.2189123,0.03872038,0.1134419],"study_design_scores_gemma":[0.008451351,0.0003809085,0.6815438,0.0003072362,0.0002375452,0.00001033559,0.01045708,0.00006482697,0.00001540081,0.0327736,0.2649497,0.0008082196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8638996,0.0001439429,0.0118296,0.02199837,0.003908443,0.001580118,0.00002794641,0.0001971289,0.0964148],"genre_scores_gemma":[0.9917472,0.00005619988,0.0004380064,0.004021043,0.001565865,0.00004758852,0.00002773981,0.0000468526,0.002049486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2262293,"threshold_uncertainty_score":0.9999166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604104791","doi":"10.1108/ijchm-10-2015-0530","title":"Enhancing destination competitiveness through disability sport event legacies","year":2017,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Typology; Tourism; Public relations; Context (archaeology); Destinations; Sport management; Marketing; Sociology; Business; Political science; Geography","authors":[{"name":"Tracey J. Dickson","is_ca":false},{"name":"Laura Misener","is_ca":true},{"name":"Simon Darcy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04502588958244272,"gpt":0.3797902483545634,"spread":0.3347643587721207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002407712,0.0001421409,0.0002681748,0.00006705174,0.0004888819,0.0004190229,0.001152834,0.00005245248,0.000122713],"category_scores_gemma":[0.000279575,0.0001347867,0.0002235168,0.00005004939,0.0004455226,0.002573519,0.0001850985,0.0001400781,0.000008364043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000426316,"about_ca_system_score_gemma":0.0002013817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001576673,"about_ca_topic_score_gemma":0.0004042029,"domain_scores_codex":[0.9975384,0.00007848049,0.0006840584,0.0001820238,0.001310459,0.0002065408],"domain_scores_gemma":[0.9976686,0.00004884421,0.001240351,0.0002918577,0.0006256928,0.000124635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002439045,0.0007377617,0.5355369,0.00004721694,0.0005186772,0.0004661289,0.004256918,0.00004281349,0.00003037137,0.446749,0.0004772282,0.01089309],"study_design_scores_gemma":[0.0009151615,0.00008838792,0.6867397,0.0003474433,0.00003789804,0.000006452668,0.00448672,0.000004426182,0.0004814803,0.008873232,0.2978202,0.0001988466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8964446,0.00017002,0.003444299,0.009354154,0.003515615,0.0003109817,0.000007879216,0.00002534909,0.08672713],"genre_scores_gemma":[0.997174,0.0001715095,0.0004972487,0.0001703695,0.0006251865,0.000006018974,0.00001072493,0.000009198312,0.001335736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4378758,"threshold_uncertainty_score":0.5496443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2583369416","doi":"10.1108/ijchm-10-2015-0587","title":"Sharing information now vs later","year":2017,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Digital Marketing and Social Media","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":"University of Alberta","funders":"","keywords":"Contiguity; Mediation; Originality; Hospitality; Psychology; Test (biology); Value (mathematics); Marketing; Hospitality industry; Consumer behaviour; Social psychology; Tourism; Advertising; Computer science; Business; Sociology; Political science","authors":[{"name":"Laurie Wu","is_ca":false},{"name":"Han Shen","is_ca":false},{"name":"Mimi Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02478796572069887,"gpt":0.324122694699953,"spread":0.2993347289792541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001834105,0.00008220882,0.0001525202,0.0001287406,0.0003301066,0.001205428,0.001352238,0.00004682817,0.00004616548],"category_scores_gemma":[0.0005072593,0.00007887738,0.0001359652,0.00002884456,0.0001641427,0.003667224,0.0002343367,0.0001135807,0.00003843409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401421,"about_ca_system_score_gemma":0.000081759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002502896,"about_ca_topic_score_gemma":0.00003863467,"domain_scores_codex":[0.9983141,0.00005370659,0.0004711918,0.00008099488,0.0009410489,0.000138886],"domain_scores_gemma":[0.9983455,0.00004033218,0.0008167944,0.0001837525,0.0005079467,0.0001056799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006391231,0.0003406837,0.4607085,0.00006934113,0.001301765,0.00046177,0.0165625,0.00001458654,0.000003085894,0.2696584,0.05461689,0.1956234],"study_design_scores_gemma":[0.000969914,0.0000736311,0.2791822,0.0002025575,0.00001933146,0.000001938459,0.005167992,0.00001576611,0.0000127328,0.01922431,0.6949494,0.0001802092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2608978,0.00003937287,0.0002723721,0.0177067,0.004169591,0.0001473696,0.000007118897,0.00002429825,0.7167354],"genre_scores_gemma":[0.9962032,0.0001068741,0.0001756517,0.0004879734,0.0005441183,0.000002999258,0.00000471829,0.000004699012,0.002469715],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7353054,"threshold_uncertainty_score":0.9998314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036092226","doi":"10.1108/09596110710747661","title":"Improving employee dedication and pro‐social behavior","year":2007,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Transformational leadership; Psychology; Hospitality industry; Hospitality; Originality; Employee engagement; Social psychology; Empirical research; Value (mathematics); Management; Public relations; Tourism; Political science","authors":[{"name":"Amarjit Gill","is_ca":false},{"name":"N. D. Mathur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01849527927544531,"gpt":0.2744390152197668,"spread":0.2559437359443215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009204642,0.0001437012,0.000165776,0.0004674192,0.0001098554,0.0002761215,0.0003250672,0.00005532931,0.00008657241],"category_scores_gemma":[0.0000593949,0.0001386261,0.00008920235,0.0001924189,0.00006234951,0.001690815,0.000180939,0.00014007,0.0000211665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009919042,"about_ca_system_score_gemma":0.00002773823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009946583,"about_ca_topic_score_gemma":0.00001330049,"domain_scores_codex":[0.9982181,0.000009892345,0.0006819236,0.0001706805,0.0007769128,0.0001425606],"domain_scores_gemma":[0.998468,0.00002004593,0.0006650158,0.00008322998,0.0007363677,0.00002727891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001382816,0.0002291099,0.8792845,0.00005113603,0.000150809,0.0002421307,0.0001119238,8.742287e-7,0.0003954528,0.04145263,0.002651515,0.07529166],"study_design_scores_gemma":[0.001083341,0.00002685657,0.9816514,0.00002928298,0.00008534048,0.0000183161,0.0008615225,0.00001018314,0.0001149987,0.0008785143,0.0150771,0.0001631495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814461,0.000130132,0.007270369,0.002151354,0.001631839,0.0003317383,0.000004155995,0.00005387943,0.00698045],"genre_scores_gemma":[0.9967736,0.00001000053,0.0005782292,0.001163775,0.001271065,0.000006167521,0.00002433417,0.00002037137,0.0001524762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023669,"threshold_uncertainty_score":0.5653008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040524974","doi":"10.1108/09596110310458990","title":"Revolution to revolution: why is tourism booming in Cuba?","year":2003,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","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; Desk; Conversation; Position (finance); Political science; Economy; Sociology; Business; Economics; Law","authors":[{"name":"Chandana Jayawardena","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03517882342494732,"gpt":0.3455517436347482,"spread":0.3103729202098009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003443252,0.000133585,0.0002328533,0.0006750663,0.0001289949,0.0001868758,0.0009428097,0.0000687432,0.0003580262],"category_scores_gemma":[0.0004973346,0.0001435365,0.0001707651,0.0003881092,0.0001084204,0.001137776,0.0001617741,0.0002428718,0.00006346684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008530268,"about_ca_system_score_gemma":0.0002566783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001529181,"about_ca_topic_score_gemma":0.0001429901,"domain_scores_codex":[0.9964596,0.0003904588,0.0006984654,0.000243289,0.001899101,0.000309085],"domain_scores_gemma":[0.9984972,0.00007136445,0.0003547466,0.0002007463,0.0006546844,0.0002212017],"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":[0.000304493,0.0007275045,0.0477826,0.00003768489,0.0005556042,0.0039253,0.006133736,0.0001331184,0.00002739262,0.2868125,0.6441385,0.009421599],"study_design_scores_gemma":[0.001584142,0.0001891485,0.03010639,0.0003938876,0.00001864831,0.000008513151,0.0152984,0.00001864785,0.0001056534,0.03234203,0.9196348,0.0002997472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2022078,0.001622215,0.005413239,0.09821219,0.004387202,0.001075123,0.00001492374,0.00004523202,0.6870221],"genre_scores_gemma":[0.9919248,0.0003620586,0.002203553,0.001557751,0.0004155878,0.000008884733,0.000001598426,0.0000110194,0.003514812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.789717,"threshold_uncertainty_score":0.5853246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2514416184","doi":"10.1108/ijchm-12-2014-0617","title":"Competitiveness and workforce performance: Asia<i>vis-à-vis</i>the “West”","year":2016,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Workforce; Emerging markets; Context (archaeology); Outsourcing; Business; China; Structural equation modeling; BRIC; Marketing; Economics; Economic growth; Geography; Finance","authors":[{"name":"Chris Baumann","is_ca":false},{"name":"Hamin Hamin","is_ca":false},{"name":"Rosalie L. Tung","is_ca":true},{"name":"Susan Hoadley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02312541113752715,"gpt":0.2397325234855754,"spread":0.2166071123480483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001803321,0.0001523115,0.000300528,0.0001657952,0.0000708385,0.0001348654,0.0006405833,0.00004386712,0.0001248656],"category_scores_gemma":[0.00006304534,0.0001029689,0.0001359629,0.00009927349,0.0001354308,0.0006398153,0.0002087722,0.0001186486,0.0000243439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318091,"about_ca_system_score_gemma":0.00002311443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002612421,"about_ca_topic_score_gemma":0.000002123553,"domain_scores_codex":[0.9984332,0.00004915676,0.0009432198,0.0002186503,0.0001949667,0.0001607501],"domain_scores_gemma":[0.9985187,0.0001085366,0.000851724,0.0002322872,0.0002108294,0.00007791688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001344477,0.0001091903,0.3557386,0.00002658185,0.0003814794,0.00005625896,0.0001077516,0.000007876345,0.000004097958,0.6212978,0.0002615182,0.02187438],"study_design_scores_gemma":[0.002042289,0.000180293,0.7805592,0.0002898229,0.00001479873,0.00002683293,0.0002885509,0.0001512129,0.00003159451,0.05431778,0.161809,0.0002886014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9152993,0.001487621,0.009553168,0.01303695,0.001790862,0.0002181302,0.0001087558,0.000014396,0.05849083],"genre_scores_gemma":[0.9964695,0.001461114,0.0001704681,0.0005079092,0.0002243454,0.000007519281,0.00000456827,0.00001398702,0.001140562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5669801,"threshold_uncertainty_score":0.4198949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002418962","doi":"10.1108/09596110210424411","title":"“Bridging the gap” between hospitality management programmes and the private club industry","year":2002,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":38,"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":"Club; Hospitality; Hospitality industry; Hospitality management studies; Context (archaeology); Public relations; Marketing; Business; Sociology; Political science; Management; Tourism; Economics; Geography","authors":[{"name":"Clayton W. Barrows","is_ca":true},{"name":"John Walsh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02969163173633531,"gpt":0.2571904230162457,"spread":0.2274987912799104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002855831,0.0003285638,0.000401622,0.0003101045,0.0003302019,0.001160173,0.001453607,0.0001146999,0.00008838745],"category_scores_gemma":[0.0001030389,0.0002100778,0.0002925718,0.0003763262,0.0004419509,0.001912158,0.0007368335,0.0006142936,0.00003914273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032395,"about_ca_system_score_gemma":0.00001391763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001949285,"about_ca_topic_score_gemma":0.000003446885,"domain_scores_codex":[0.9968067,0.000114335,0.001133736,0.0003449789,0.001267938,0.000332337],"domain_scores_gemma":[0.9976854,0.0001061865,0.001297254,0.0004690528,0.0003949867,0.00004708825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002545631,0.0008418141,0.3246504,0.0003642652,0.003936901,0.0003441877,0.001260908,0.00005121367,8.329509e-7,0.4217389,0.05885604,0.1877],"study_design_scores_gemma":[0.007080766,0.00009169813,0.5991759,0.0006174041,0.0006136259,0.00002753356,0.007691122,0.001008947,0.0000150389,0.07128339,0.3116135,0.0007810483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8266224,0.001856601,0.001625636,0.1072968,0.002687816,0.001578801,0.00001096346,0.0000907409,0.05823024],"genre_scores_gemma":[0.9930126,0.0003537546,0.0002002183,0.002908694,0.002768493,0.00005458188,0.0000192968,0.00002841489,0.0006539588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3504555,"threshold_uncertainty_score":0.9998767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056634765","doi":"10.1108/09596110310496051","title":"Sustainable tourism development in Canada: practical challenges","year":2003,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Sleep Society","funders":"","keywords":"Tourism; Hospitality; Sustainable tourism; Sustainable development; Tourism geography; Hospitality management studies; Hospitality industry; Political science; Marketing; Ecotourism; Public relations; Business","authors":[{"name":"Chandana Jayawardena","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04795820814818867,"gpt":0.3362447218895548,"spread":0.2882865137413662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003241129,0.0001106023,0.0002005042,0.0003046372,0.0000964439,0.000118544,0.000653328,0.00003938774,0.0001816312],"category_scores_gemma":[0.0006199673,0.0001116382,0.00006254191,0.0001392895,0.00007476593,0.0008533337,0.0001439076,0.0002400975,0.000008746531],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002463867,"about_ca_system_score_gemma":0.005954193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3507463,"about_ca_topic_score_gemma":0.2660528,"domain_scores_codex":[0.9964852,0.0003686494,0.0005762023,0.0001700283,0.002045955,0.0003539562],"domain_scores_gemma":[0.9985421,0.0001419868,0.0003169816,0.0001218382,0.0006931904,0.0001838461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001298348,0.0005515447,0.01652917,0.00004583284,0.0005775668,0.04207324,0.003094804,0.00003933314,5.848551e-7,0.8935989,0.03282015,0.01053901],"study_design_scores_gemma":[0.001178217,0.00005289002,0.03587313,0.00008879008,0.000007985085,0.00001007934,0.1437972,0.000002605682,0.00006642316,0.01116836,0.8075497,0.0002046804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2063569,0.001641594,0.0001942112,0.04533873,0.001498887,0.0004831703,0.000001509011,0.00001282254,0.7444721],"genre_scores_gemma":[0.994022,0.000703776,0.001350164,0.000186951,0.0001296584,0.000007530388,8.650729e-7,0.000007914035,0.003591176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8824306,"threshold_uncertainty_score":0.9996811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036509880","doi":"10.1108/09596110310488159","title":"Directions in British Columbia wine tourism policy","year":2003,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":35,"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":"Wine; Tourism; Business; Resource (disambiguation); Natural resource; Sustainable development; Value (mathematics); Marketing; Political science","authors":[{"name":"Elisa Redondo Martín","is_ca":true},{"name":"Peter Williams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01414528592451374,"gpt":0.243687823319852,"spread":0.2295425373953383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008075942,0.0001260857,0.0002553658,0.0004697298,0.00007692232,0.0008707114,0.0005111922,0.00007086038,0.0003024706],"category_scores_gemma":[0.0002034945,0.0001842628,0.0001768135,0.000469439,0.00005316046,0.001819436,0.0001303731,0.0002687403,0.00003386791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001475277,"about_ca_system_score_gemma":0.00008168365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273651,"about_ca_topic_score_gemma":0.0008591585,"domain_scores_codex":[0.9981602,0.00003567031,0.0007905348,0.0001982196,0.0006083716,0.0002069767],"domain_scores_gemma":[0.9988394,0.00002553906,0.0005622607,0.0001576235,0.0003857493,0.00002943314],"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":[0.00005657795,0.001384752,0.4754919,0.00008468499,0.0007062973,0.005706677,0.00005236498,0.0001449003,0.000009933813,0.01824098,0.4792363,0.01888463],"study_design_scores_gemma":[0.001603832,0.00002237328,0.2726541,0.0001937971,0.00002240367,0.00005974125,0.0005231499,0.00001972527,0.000004264286,0.01728002,0.7074179,0.0001986518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6937413,0.0002889961,0.0003895435,0.01740407,0.003505827,0.0003576623,0.000009398877,0.00005556386,0.2842477],"genre_scores_gemma":[0.9883752,0.00003041483,0.0002170711,0.001519821,0.005580419,0.000009523834,0.00001353818,0.00001950855,0.00423451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2946339,"threshold_uncertainty_score":0.9938378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006070225","doi":"10.1108/09596110810866091","title":"Marketing destination Niagara effectively through the tourism life cycle","year":2008,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":33,"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":"Visitor pattern; Tourism; Destinations; Marketing; Originality; Business; Terrorism; Variety (cybernetics); Value (mathematics); Position (finance); Advertising; Political science; Sociology; Qualitative research; Computer science","authors":[{"name":"Edward Brooker","is_ca":true},{"name":"Jason Burgess","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03731545290303523,"gpt":0.3308175849914565,"spread":0.2935021320884212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003925384,0.0001306254,0.0001907166,0.0001707785,0.0004870664,0.0001936424,0.001355147,0.00005241666,0.0001409012],"category_scores_gemma":[0.00138953,0.0001041523,0.0002057103,0.0002088607,0.0004030263,0.001304048,0.0002625352,0.0002820331,0.00003651182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002793585,"about_ca_system_score_gemma":0.0002841915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008294234,"about_ca_topic_score_gemma":0.00001561646,"domain_scores_codex":[0.9960017,0.0008087529,0.0005328156,0.0001829825,0.002231888,0.0002418957],"domain_scores_gemma":[0.9977152,0.0005293716,0.0005772623,0.0001732378,0.0008754145,0.0001294639],"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":[0.002552846,0.002525697,0.08855075,0.0001294913,0.005808328,0.02184842,0.03514776,0.00154072,0.00002843516,0.1883484,0.5618563,0.09166282],"study_design_scores_gemma":[0.00417114,0.0004114857,0.6466142,0.000449755,0.00009176967,0.00007203488,0.03207473,0.0001614055,0.0001241564,0.0411919,0.2740101,0.0006273436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.506044,0.000652505,0.002559094,0.03682431,0.001854185,0.0005918276,0.00000623785,0.00004712554,0.4514207],"genre_scores_gemma":[0.9953368,0.0005397244,0.0008054309,0.0005801624,0.0009312952,0.000009443766,0.000002114043,0.00001207295,0.001783001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5580634,"threshold_uncertainty_score":0.4247206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069004449","doi":"10.1108/09596110510582332","title":"Hotel yield management using different reservation modes","year":2005,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Reservation; Revenue; Revenue management; Yield management; Yield (engineering); Marketing; Mode (computer interface); Business; Value (mathematics); Operations research; Originality; Operations management; Computer science; Industrial organization; Economics; Statistics; Engineering; Mathematics; Psychology; Accounting","authors":[{"name":"Jean‐François Sanchez","is_ca":true},{"name":"Ahmet Şatır","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05857173830822365,"gpt":0.2866930967134447,"spread":0.228121358405221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008495909,0.0002684535,0.0003110684,0.0007643188,0.0001059496,0.0004783688,0.0008970346,0.00005598123,0.0002136309],"category_scores_gemma":[0.00003407906,0.000244672,0.0002648206,0.0002318049,0.00004821365,0.0026392,0.0005159501,0.0002038171,0.00002701105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816909,"about_ca_system_score_gemma":0.00001735605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001734657,"about_ca_topic_score_gemma":0.00002310818,"domain_scores_codex":[0.9973398,0.00002598778,0.000990182,0.0002697721,0.001135111,0.0002391057],"domain_scores_gemma":[0.9982774,0.00004204929,0.0008633062,0.0002835802,0.0005008038,0.00003291321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001798393,0.00254277,0.5222781,0.0007264193,0.003838218,0.001517749,0.0003063787,0.003554392,0.001226836,0.09581873,0.02745329,0.3389387],"study_design_scores_gemma":[0.006325603,0.0001043876,0.6826949,0.001824743,0.0009434563,0.00005018482,0.003619294,0.016002,0.0004969651,0.01246848,0.2739345,0.001535541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9118022,0.0003906075,0.007163288,0.003907369,0.001636484,0.0004191139,0.000005641877,0.00006272727,0.07461255],"genre_scores_gemma":[0.9952508,0.00009711191,0.001212021,0.001485806,0.001322943,0.000008867074,0.00002067784,0.00002859914,0.0005732061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3374031,"threshold_uncertainty_score":0.9977435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206802709","doi":"10.1108/ijchm-05-2021-0551","title":"Women in hospitality and tourism: a study of the top-down and bottom-up dynamics","year":2022,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Lakehead University","funders":"","keywords":"Tourism; Hospitality; Originality; Hospitality industry; Hospitality management studies; Marketing; Business; Sample (material); Top-down and bottom-up design; Engineering; Sociology; Political science; Qualitative research","authors":[{"name":"Muhammad Ali","is_ca":false},{"name":"Mirit K. Grabarski","is_ca":true},{"name":"Alison M. Konrad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03509594335476578,"gpt":0.2810501644641566,"spread":0.2459542211093908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003400444,0.00008734864,0.0002151444,0.0001467212,0.0002131337,0.00006687059,0.0006669983,0.00002425806,0.00004760598],"category_scores_gemma":[0.0000723363,0.00007771185,0.00006401529,0.0001801368,0.0001520666,0.0003752467,0.0007602582,0.0002368613,1.255933e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004685434,"about_ca_system_score_gemma":0.0001032436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002496454,"about_ca_topic_score_gemma":0.000273614,"domain_scores_codex":[0.9975067,0.0005925451,0.000498403,0.0001578128,0.00109115,0.0001533289],"domain_scores_gemma":[0.9990916,0.00005852051,0.000470455,0.000142031,0.0001591138,0.00007829849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001513111,0.0007833372,0.9301078,0.00001711584,0.00029933,0.0000642595,0.04755829,0.00002466718,5.053324e-7,0.01788224,0.0004362294,0.002674929],"study_design_scores_gemma":[0.00127443,0.0002297547,0.6762639,0.00001268379,0.00001406542,0.000001210573,0.3123294,0.00002222371,6.802599e-7,0.008468744,0.00130827,0.0000746755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881458,0.0001353264,0.00002414328,0.004577682,0.0009345333,0.0003989144,0.00003148758,0.000004921128,0.005747174],"genre_scores_gemma":[0.9992189,0.00004733469,0.00001948696,0.0001818974,0.00004011835,0.00000815079,0.000001559293,0.000003371074,0.0004792074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2647711,"threshold_uncertainty_score":0.3773908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385886834","doi":"10.1108/ijchm-12-2022-1512","title":"The theory of sustainability values and travel behavior","year":2023,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Structural equation modeling; Variance (accounting); Sustainability; Tourism; Originality; Confirmatory factor analysis; Psychology; Construct (python library); Value (mathematics); Sustainable tourism; Econometrics; Marketing; Social psychology; Economics; Business; Mathematics; Computer science; Statistics; Political science; Ecology","authors":[{"name":"Ercan Sirakaya-Turk","is_ca":false},{"name":"Omid Oshriyeh","is_ca":false},{"name":"Ali İskender","is_ca":false},{"name":"Haywantee Ramkissoon","is_ca":false},{"name":"Haylee Uecker Mercado","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01163112138881773,"gpt":0.2833071364069347,"spread":0.271676015018117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002290754,0.00009798502,0.0001362409,0.00006236751,0.00008976273,0.00004120675,0.0004922212,0.00002651119,0.00007926276],"category_scores_gemma":[0.0001697567,0.00007048823,0.0001080648,0.0001273584,0.0004737313,0.0002966874,0.0003537867,0.00009798294,0.00000907038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002830335,"about_ca_system_score_gemma":0.00002970969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003230663,"about_ca_topic_score_gemma":0.000001688981,"domain_scores_codex":[0.9983689,0.0001735812,0.0005408793,0.0001496407,0.0006391755,0.0001278439],"domain_scores_gemma":[0.9991757,0.0001427806,0.0003208935,0.0002075579,0.00007975237,0.00007336828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003264223,0.0007260881,0.8500488,0.00005856786,0.0002908924,0.000136301,0.003353478,0.0001515815,0.00009347126,0.01754097,0.008383189,0.1188903],"study_design_scores_gemma":[0.0003322148,0.0000907923,0.9066702,0.000008269189,0.00001906493,0.000005298364,0.03644646,0.00002386299,0.0001027977,0.05262776,0.003603644,0.00006962827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872805,0.0001200335,0.0002893712,0.00477821,0.0004463771,0.0003671123,0.000006251782,0.00000987089,0.006702211],"genre_scores_gemma":[0.9974825,0.0001552908,0.00008091766,0.00009745225,0.00002699327,0.00001815565,0.000003849887,0.000006372485,0.002128407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1188206,"threshold_uncertainty_score":0.2874427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385823678","doi":"10.1108/ijchm-08-2022-0998","title":"Sustainable consumer choices – critical reflection on hospitality and tourism","year":2023,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Hospitality; Tourism; Marketing; Nudge theory; Sustainable tourism; Consumer behaviour; Sustainability; Promotion (chess); Hospitality industry; Popularity; Economics; Management science; Business; Psychology; Political science; Social psychology","authors":[{"name":"Amit Sharma","is_ca":false},{"name":"Laure Saulais","is_ca":true},{"name":"Yidan Huang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02096191726703444,"gpt":0.2909665555562075,"spread":0.2700046382891731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001418884,0.0002445384,0.0002933351,0.0006813891,0.0001693178,0.000540726,0.0005334357,0.000077779,0.00007410462],"category_scores_gemma":[0.0004295192,0.0002301173,0.0001472681,0.0004187697,0.000247918,0.002645847,0.0005704139,0.0002279833,0.00006984276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000263382,"about_ca_system_score_gemma":0.00002710022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002944789,"about_ca_topic_score_gemma":0.000003344134,"domain_scores_codex":[0.9975535,0.00004261723,0.0007133339,0.0003382347,0.001027193,0.0003251063],"domain_scores_gemma":[0.9984997,0.0001313743,0.0004732767,0.000249242,0.0006043942,0.00004200979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001084084,0.001500117,0.4451391,0.001458572,0.001068718,0.005195233,0.0002588327,0.0003383089,0.00005270934,0.4654031,0.05993582,0.01856546],"study_design_scores_gemma":[0.001871935,0.0001527498,0.7373947,0.0002152324,0.00009945875,0.00001700266,0.007586696,0.0002633506,0.00004855973,0.06740314,0.1844707,0.0004764767],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490539,0.0002199882,0.0002413496,0.01688669,0.001938077,0.0004626476,0.000005447616,0.0001205807,0.03107136],"genre_scores_gemma":[0.9955683,0.00009639616,0.00008223922,0.001733535,0.0008700715,0.00002162315,0.00002207714,0.00002710341,0.001578684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3979999,"threshold_uncertainty_score":0.9383911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004289068","doi":"10.1108/09596110210424493","title":"Yield management: opportunities for private club managers","year":2002,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":26,"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":"Yield management; Yield (engineering); Club; Context (archaeology); Marketing; Capacity management; Business; Hospitality industry; Hospitality; Hospitality management studies; Variable (mathematics); Economics; Revenue management; Tourism; Computer science; Finance; Mathematics","authors":[{"name":"Joachim E. Barth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2468815356418017,"gpt":0.2464299817502284,"spread":0.0004515538915733086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008281085,0.0001638681,0.0003042006,0.0003705748,0.00005853674,0.0001165959,0.0006083339,0.00004857123,0.0005686218],"category_scores_gemma":[0.00001827811,0.0001901918,0.0002691404,0.00004973647,0.00006109194,0.0007902099,0.0001396959,0.0000854547,0.0001121724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000214932,"about_ca_system_score_gemma":0.000002655935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008340144,"about_ca_topic_score_gemma":4.48224e-7,"domain_scores_codex":[0.9983144,0.00001391387,0.001113358,0.0002455359,0.0001401511,0.0001726218],"domain_scores_gemma":[0.9986768,0.00003529349,0.0009469568,0.0002164708,0.00004343146,0.00008108671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001069236,0.0005182158,0.04413653,0.0001406784,0.002574999,0.0002447139,0.0003707831,0.0003356807,0.000001947987,0.8658457,0.06070378,0.02502],"study_design_scores_gemma":[0.004648481,0.0004498654,0.1036181,0.0002311186,0.00008760559,0.00002281562,0.003621202,0.002309175,0.00005164266,0.1214545,0.76275,0.0007554959],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2522219,0.003709324,0.05455815,0.01652991,0.004829501,0.001194781,0.0002358969,0.00005301747,0.6666675],"genre_scores_gemma":[0.9845629,0.001928906,0.002474352,0.001105281,0.0001907363,0.00003353694,0.00002474695,0.00002291766,0.009656667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7443912,"threshold_uncertainty_score":0.7755797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069920214","doi":"10.1108/09596110810866109","title":"Attracting and retaining quality human resources for Niagara's hospitality industry","year":2008,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"George Brown College; Niagara College","funders":"","keywords":"Hospitality; Hospitality industry; Marketing; Human resource management; Viewpoints; Human resources; Hospitality management studies; Business; Quality (philosophy); Tourism; Value (mathematics); Originality; Work (physics); Talent management; Resource (disambiguation); Public relations; Management; Sociology; Engineering; Economics; Political science","authors":[{"name":"Paul Willie","is_ca":true},{"name":"Chandana Jayawardena","is_ca":true},{"name":"Barrie Laver","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06241888684933472,"gpt":0.3211918262698116,"spread":0.2587729394204769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002487884,0.000275998,0.000442038,0.0004162049,0.0003806723,0.0003767396,0.0006795381,0.0001737384,0.00003504545],"category_scores_gemma":[0.0003422263,0.0002747181,0.0002624414,0.0001900836,0.0001963553,0.002657896,0.0002764961,0.000437993,0.000005869711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128569,"about_ca_system_score_gemma":0.0000533429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003762008,"about_ca_topic_score_gemma":0.000008223223,"domain_scores_codex":[0.9970993,0.00005733334,0.001309703,0.0003671969,0.0008958752,0.0002705353],"domain_scores_gemma":[0.9968814,0.0001236769,0.001764116,0.000268287,0.0009061481,0.00005640417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002865205,0.000718441,0.9179829,0.0003193891,0.0009416599,0.0002434119,0.001166118,0.00003207628,0.00005069529,0.05671405,0.01403084,0.007513857],"study_design_scores_gemma":[0.002350031,0.0001127901,0.9013095,0.0002443944,0.00007810914,0.00002882011,0.005377744,0.0000356217,0.00005149317,0.0154617,0.0744712,0.000478568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697835,0.0003055324,0.0007826329,0.00642162,0.00132493,0.0004467695,0.00001071978,0.00005854169,0.02086579],"genre_scores_gemma":[0.9949894,0.00004278916,0.0006277533,0.001301242,0.00256498,0.00002300595,0.00003260986,0.0000303768,0.0003878212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06044037,"threshold_uncertainty_score":0.9999705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969255135","doi":"10.1108/ijchm-01-2019-0090","title":"Barcelona’s peer-to-peer tourist accommodation market in turbulent times","year":2019,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tourism; Accommodation; Quarter (Canadian coin); Economics; Revenue; Terrorism; Originality; Panel data; Value (mathematics); Listing (finance); Peer group; Demographic economics; Advertising; Business; Econometrics; Political science; Geography; Psychology; Finance; Statistics","authors":[{"name":"Beatriz Benítez-Aurioles","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0146459262027624,"gpt":0.2440353850451748,"spread":0.2293894588424124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001754357,0.0001935164,0.000286283,0.0007591445,0.00003142325,0.0004695949,0.0008883078,0.0000552893,0.001490223],"category_scores_gemma":[0.00008664084,0.0001786678,0.0001599787,0.0002016738,0.00001720692,0.002559987,0.0003251775,0.0002011569,0.0004240586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001625312,"about_ca_system_score_gemma":0.00003845085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002832429,"about_ca_topic_score_gemma":0.00002286198,"domain_scores_codex":[0.9977147,0.00001383556,0.0008084512,0.0002430209,0.001025546,0.0001944616],"domain_scores_gemma":[0.9984376,0.00004164923,0.0005711127,0.0002296629,0.00068957,0.00003039869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001015607,0.0006056545,0.5627691,0.0001951271,0.0007018532,0.0005912867,0.0002631054,0.001598411,0.0000113472,0.05153691,0.3621342,0.01857743],"study_design_scores_gemma":[0.001648466,0.00004339308,0.4416903,0.000242983,0.00001948927,0.000008971901,0.0006367781,0.001335597,0.00001297623,0.01067362,0.5434062,0.0002813014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6593823,0.00006278625,0.0003553043,0.03034728,0.002366859,0.0004862723,0.000006770462,0.00003057101,0.3069618],"genre_scores_gemma":[0.986201,0.000008617648,0.0003332098,0.003513977,0.000735447,0.000009896406,0.00006117305,0.0000185221,0.009118149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3268187,"threshold_uncertainty_score":0.9994226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198910699","doi":"10.1108/ijchm-12-2020-1381","title":"Listing popularity on the peer-to-peer accommodation platform: the heuristic-systematic and uncertainty reduction perspectives","year":2021,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"","keywords":"Popularity; Listing (finance); Property (philosophy); Computer science; Originality; Business; Finance; Psychology","authors":[{"name":"Ruihe Yan","is_ca":false},{"name":"Kem Zikun Zhang","is_ca":true},{"name":"Xiang Gong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04356716566446508,"gpt":0.2699103298539164,"spread":0.2263431641894514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00242651,0.0001589469,0.0002261569,0.0001763049,0.0002440834,0.0009386406,0.0005344722,0.00003627904,0.00005868861],"category_scores_gemma":[0.0009902691,0.00009696144,0.0001276623,0.0001829404,0.00004867432,0.001222732,0.0002811991,0.0002473757,0.00002266426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114838,"about_ca_system_score_gemma":0.00003093637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001589008,"about_ca_topic_score_gemma":0.00001570971,"domain_scores_codex":[0.9981585,0.00003707607,0.0006091408,0.0002054322,0.0008634182,0.0001264443],"domain_scores_gemma":[0.9976392,0.0001480688,0.0006730765,0.0002528839,0.001266872,0.00001983134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003962012,0.0004114723,0.01298692,0.001022526,0.001600509,0.0002292134,0.002311912,0.001453914,0.00002264229,0.9511644,0.02324842,0.005151914],"study_design_scores_gemma":[0.004790116,0.000299088,0.3107738,0.009220242,0.0008925755,0.0004008462,0.1960123,0.01413468,0.000279425,0.3184632,0.1430077,0.001725922],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8572388,0.0003090707,0.001548751,0.1020419,0.002436861,0.000737614,0.00000992052,0.00003750874,0.03563955],"genre_scores_gemma":[0.9962116,0.00001515338,0.0001099355,0.001825673,0.0009689608,0.00001739155,0.00002755899,0.00001099601,0.000812674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6327011,"threshold_uncertainty_score":0.9051333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071737226","doi":"10.1108/09596110310488230","title":"People and quality: the case of Delta Hotels","year":2003,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Sleep Society","funders":"","keywords":"Reputation; Quality (philosophy); Hotel industry; Business; Tourism; Marketing; Work (physics); Hospitality industry; Resource (disambiguation); Relation (database); Public relations; Sociology; Engineering; Geography; Political science; Computer science","authors":[{"name":"William J. Pallet","is_ca":false},{"name":"Wayne W. Taylor","is_ca":false},{"name":"Chandana Jayawardena","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03490567430431528,"gpt":0.289127485286391,"spread":0.2542218109820757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002499619,0.0001522875,0.0002927588,0.0002423567,0.00008802539,0.0002144551,0.0004839776,0.00003932165,0.00008636305],"category_scores_gemma":[0.0001603887,0.0001133875,0.000164363,0.0002318492,0.00008868502,0.001102319,0.0002043574,0.0001506443,0.000007389189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002861948,"about_ca_system_score_gemma":0.00002938281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001730932,"about_ca_topic_score_gemma":0.000302565,"domain_scores_codex":[0.9982083,0.0000880436,0.0008998922,0.0001585872,0.0005145087,0.0001306234],"domain_scores_gemma":[0.9979668,0.0001303187,0.00103729,0.0002402327,0.0006032696,0.00002212411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002470306,0.0004983366,0.07425371,0.0004989986,0.001179544,0.001275296,0.001109111,0.00006153953,0.0000234592,0.9037233,0.0043298,0.01279989],"study_design_scores_gemma":[0.009653876,0.0002379877,0.3434366,0.0007003326,0.0006869086,0.001206246,0.09036544,0.0005940328,0.0002959496,0.1248078,0.4266596,0.001355321],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614707,0.0007289295,0.0009238412,0.004895704,0.0009988466,0.0002272175,0.000009197634,0.00001421129,0.03073132],"genre_scores_gemma":[0.9972904,0.000055982,0.0001506238,0.002083181,0.0002671894,0.000004059608,0.000005674452,0.00001146745,0.0001314285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7789155,"threshold_uncertainty_score":0.4623807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210400903","doi":"10.1108/ijchm-04-2021-0512","title":"Indirect customer-to-customer interactions and experiential value: examining solo and social diners","year":2022,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Royal University","funders":"","keywords":"Excellence; Marketing; Structural equation modeling; Experiential learning; Affect (linguistics); Psychology; Originality; Operationalization; Value (mathematics); Customer delight; Customer satisfaction; Service (business); Advertising; Social psychology; Service quality; Business; Customer retention; Political science; Pedagogy","authors":[{"name":"Wenjia Han","is_ca":false},{"name":"Jason Tang","is_ca":true},{"name":"Carola Raab","is_ca":false},{"name":"Anjala S. Krishen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03462505762301331,"gpt":0.2880433299537715,"spread":0.2534182723307582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001110836,0.0002087807,0.0003133838,0.0008324895,0.0003883559,0.0004097912,0.000512063,0.00002964185,0.0002627544],"category_scores_gemma":[0.00002775562,0.0002192872,0.0001137417,0.0003015854,0.000079973,0.001495045,0.001147164,0.0003137947,0.00002114916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325191,"about_ca_system_score_gemma":0.00002850269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002632047,"about_ca_topic_score_gemma":0.00001400461,"domain_scores_codex":[0.9978334,0.00007442757,0.0006825676,0.0002961106,0.0009084579,0.0002050425],"domain_scores_gemma":[0.9989045,0.00004979933,0.0006375636,0.0001207334,0.0002467766,0.0000406512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005711999,0.003779473,0.2455685,0.001190585,0.007756835,0.002800746,0.04438825,0.001534349,0.001074184,0.3485069,0.1998615,0.1378267],"study_design_scores_gemma":[0.002807031,0.0001276034,0.1053195,0.00009004577,0.0001866543,0.00006617582,0.0474312,0.0004217493,0.00002209178,0.001512905,0.8413963,0.0006187313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628046,0.0001542195,0.0002424868,0.008788466,0.002904246,0.0002862282,0.00001822247,0.00004735255,0.0247542],"genre_scores_gemma":[0.9931755,0.00001177385,0.000146059,0.005195978,0.0009442656,0.00003659593,0.00003002945,0.0000237087,0.0004360609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6415349,"threshold_uncertainty_score":0.8942274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}