{"meta":{"query_hash":"90b857baca82","filters":{"topic":"Hospitality and Tourism Education"},"cohort_total":212,"direct_labels_cover":0,"predictions_cover":212,"exported":212,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/90b857baca82","api":"https://metacan.xera.ac/api/v1/cohort?topic=Hospitality+and+Tourism+Education"},"results":[{"id":"W104819512","doi":"","title":"Guides: Tourism & Hospitality Management: Economic Reports","year":2008,"lang":"en","type":"libguides","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Hospitality; Hospitality management studies; Business; Marketing; Geography","score_opus":0.01432980168139431,"score_gpt":0.2297875048067495,"score_spread":0.2154577031253552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W104819512","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014129373,0.0007604534,0.000074774754,0.0033861056,0.012289103,0.00092843216,0.000017236885,0.00066678773,0.96774775],"genre_scores_gemma":[0.11465254,0.0064668115,0.0027691098,0.018994715,0.081951275,0.0005951291,0.007723083,0.0006594383,0.7661879],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964728,0.0000146630955,0.0012627534,0.0011307355,0.00047618456,0.0006428758],"domain_scores_gemma":[0.9972568,0.00003055488,0.001175001,0.0013523265,0.00014891285,0.00003638833],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006129195,0.00066768564,0.00070400885,0.0006165215,0.00038812603,0.0006889641,0.00062325515,0.0005102327,0.0032174485],"category_scores_gemma":[0.000067613626,0.0006773617,0.0004248536,0.00027285021,0.00013344441,0.0017268349,0.0004963588,0.000397951,0.0030787927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042868933,0.000111400084,0.0017557584,0.0005534706,0.00017844132,0.0005283596,0.000027759104,0.000013323501,9.618047e-8,0.010745814,0.9818974,0.0041838936],"study_design_scores_gemma":[0.00018364703,0.000006789747,0.006589573,0.00013856916,0.00016174333,0.00002446749,0.0002486347,0.000045500594,0.0000031138636,0.017264193,0.97448355,0.0008502342],"about_ca_topic_score_codex":0.00767119,"about_ca_topic_score_gemma":0.0001792942,"teacher_disagreement_score":0.20155983,"about_ca_system_score_codex":0.00024155705,"about_ca_system_score_gemma":0.00011731016,"threshold_uncertainty_score":0.99956775},"labels":[],"label_agreement":null},{"id":"W117153111","doi":"","title":"Принципы формирования содержания программ канадской допрофессиональной туристической подготовки","year":2013,"lang":"ru","type":"article","venue":"Вестник Томского государственного педагогического университета","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Affect (linguistics); Pedagogy; Public relations; Political science; Engineering ethics; Sociology; Engineering; Law; Communication","score_opus":0.01017775017627375,"score_gpt":0.204550649159438,"score_spread":0.19437289898316423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W117153111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58352494,0.012121719,0.0013918969,0.04585791,0.02826418,0.010398214,0.00036057158,0.005087411,0.3129932],"genre_scores_gemma":[0.9233218,0.0012278986,0.0015306448,0.015368695,0.02208584,0.0013902402,0.0015104683,0.0011968568,0.032367557],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9780798,0.0005745072,0.0054503563,0.005260941,0.004112473,0.006521908],"domain_scores_gemma":[0.985318,0.00089585595,0.0037453105,0.0056253783,0.0032959634,0.0011194783],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0028424002,0.004492885,0.0038511828,0.0030573646,0.0032241407,0.008443086,0.0051170327,0.002811507,0.045776993],"category_scores_gemma":[0.0022105821,0.0047710044,0.0023078364,0.0056401426,0.0018332973,0.013783662,0.0028466755,0.004058426,0.13156092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003610287,0.0046973964,0.036715332,0.0032608244,0.0015259606,0.00036248346,0.0023308413,0.00016223581,0.0026312997,0.025917433,0.82059,0.101445116],"study_design_scores_gemma":[0.006031347,0.00048528332,0.20353849,0.0019343636,0.0015771333,0.00015737611,0.0060082115,0.0047683995,0.0008905612,0.02333816,0.7433895,0.007881161],"about_ca_topic_score_codex":0.016433451,"about_ca_topic_score_gemma":0.0015159589,"teacher_disagreement_score":0.33979687,"about_ca_system_score_codex":0.0012395952,"about_ca_system_score_gemma":0.001361158,"threshold_uncertainty_score":0.9992822},"labels":[],"label_agreement":null},{"id":"W1482169777","doi":"","title":"Sustainable tourism development : post-secondary education in the East Kootenay Region of British Columbia","year":2005,"lang":"en","type":"book","venue":"UMI Dissertation Services eBooks","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Geography; Sustainable development; Archaeology; Ecology; Biology","score_opus":0.005271431824221436,"score_gpt":0.2128317751056629,"score_spread":0.20756034328144146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1482169777","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5633492,0.00029890618,0.000003169534,0.00027763724,0.00029831252,0.00091887603,0.0000037263403,0.00004813512,0.43480203],"genre_scores_gemma":[0.31128505,0.000008629809,0.00007597344,0.0020457944,0.0010725687,0.00017852939,0.0016368851,0.000058779853,0.6836378],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980505,0.000030065881,0.0007414824,0.00041894353,0.00043186278,0.00032713416],"domain_scores_gemma":[0.9979206,0.000037904738,0.0008596603,0.00036872027,0.0007934507,0.000019699295],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043160137,0.00024383723,0.00032324,0.00028898966,0.00026132315,0.0008434722,0.0005547171,0.00028336578,0.00016435904],"category_scores_gemma":[0.000016406786,0.00032119252,0.000104547136,0.00015587245,0.000044244927,0.00086615153,0.00006908552,0.00032753096,0.000065882974],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001919109,0.0020249696,0.010790827,0.026172142,0.00028285183,0.00024158604,0.051554937,0.0000364422,0.00004212443,0.029613005,0.16360547,0.71544373],"study_design_scores_gemma":[0.0005321738,0.000020256542,0.20836698,0.0012852845,0.00011159933,0.000012354626,0.058629014,0.000029601737,0.0000060688344,0.012150408,0.71816534,0.0006909571],"about_ca_topic_score_codex":0.07468662,"about_ca_topic_score_gemma":0.29911947,"teacher_disagreement_score":0.7147528,"about_ca_system_score_codex":0.00014941377,"about_ca_system_score_gemma":0.0015655059,"threshold_uncertainty_score":0.999924},"labels":[],"label_agreement":null},{"id":"W1490985059","doi":"","title":"Global Tourism Higher Education: Past, Present, and Future","year":2012,"lang":"en","type":"book","venue":"Medical Entomology and Zoology","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Hospitality; China; Higher education; Zhàng; Hospitality management studies; Tourism geography; Index (typography); Political science; Geography; Archaeology","score_opus":0.009617938358248783,"score_gpt":0.25183538244650916,"score_spread":0.24221744408826038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1490985059","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070375064,0.014827902,0.000025746955,0.10615015,0.014557447,0.0003344756,0.0000063294833,0.00011050703,0.8569499],"genre_scores_gemma":[0.022391316,0.0009975027,0.00007815464,0.023684276,0.15709886,0.0001075131,0.0008115521,0.000053708165,0.7947771],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985127,0.00004457454,0.000317241,0.00045245362,0.0002580835,0.00041498156],"domain_scores_gemma":[0.99927884,0.00006867714,0.00022673963,0.00023471162,0.000085528154,0.00010552203],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033985442,0.00030397205,0.00044046034,0.00014347449,0.0001481596,0.000055193836,0.00022953398,0.0014471904,0.0069016493],"category_scores_gemma":[0.000022527523,0.0002701615,0.00006026518,0.000098590135,0.00054866815,0.00026203552,0.00030689465,0.00047769898,0.00025597782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002167695,0.00016654455,0.02060721,0.00022865002,0.000078901634,0.000043770207,0.000034112614,1.3533568e-8,2.9998716e-8,0.41333425,0.5098165,0.055668324],"study_design_scores_gemma":[0.00026694915,0.000016136266,0.07509483,0.00002735479,0.0001203116,0.00009703573,0.00001981378,0.0000025655636,2.1528091e-8,0.14296798,0.78118116,0.00020581277],"about_ca_topic_score_codex":0.00049005466,"about_ca_topic_score_gemma":0.0000628304,"teacher_disagreement_score":0.2713647,"about_ca_system_score_codex":0.00003644448,"about_ca_system_score_gemma":0.00027837462,"threshold_uncertainty_score":0.9999751},"labels":[],"label_agreement":null},{"id":"W1545887823","doi":"","title":"Industry expectations of tourism and hospitality management education at Mount Saint Vincent University","year":2000,"lang":"en","type":"book","venue":"Library and Archives Canada (Government of Canada)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mount; SAINT; Tourism; Hospitality; Hospitality management studies; Management; Hospitality industry; Marketing; Political science; Sociology; Business; Engineering; Geography; Art; Art history; Archaeology; Economics; Mechanical engineering","score_opus":0.0023688617143781078,"score_gpt":0.13293872281953298,"score_spread":0.13056986110515487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1545887823","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31382594,0.00044211475,0.0000044786852,0.002647404,0.00029975318,0.00036283917,0.00012744412,0.000012055483,0.682278],"genre_scores_gemma":[0.83376545,0.0004871252,0.00019830154,0.0007984047,0.00033639968,0.0000063812045,0.00015810129,0.000030115756,0.1642197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818045,0.00001881617,0.0003214544,0.00033525494,0.0009414331,0.00020260783],"domain_scores_gemma":[0.9991904,0.00005460017,0.00042937143,0.00025464557,0.0000026169275,0.00006837535],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00001496933,0.0002473539,0.0002926508,0.00008595473,0.00021643634,0.000034877536,0.00021239877,0.00013605716,0.00012633586],"category_scores_gemma":[0.0000016298605,0.000281595,0.000040833515,0.00008414587,0.00011726348,0.0005729024,0.00026577417,0.00027383707,2.4177352e-8],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001408452,0.000101944555,0.007878147,0.001027612,0.00014017499,0.000029749108,0.000078112935,0.000016616503,0.000023048688,0.9648255,0.011390589,0.014347629],"study_design_scores_gemma":[0.0002993978,0.000018087896,0.09645124,0.00042300328,0.00014871755,0.0000015407377,0.0063036135,0.00010398693,0.00020588834,0.008094542,0.88752925,0.00042070786],"about_ca_topic_score_codex":0.021947023,"about_ca_topic_score_gemma":0.008727489,"teacher_disagreement_score":0.95673096,"about_ca_system_score_codex":0.0003699486,"about_ca_system_score_gemma":0.00137144,"threshold_uncertainty_score":0.99996364},"labels":[],"label_agreement":null},{"id":"W1548789615","doi":"10.7202/1071036ar","title":"Nous entrons dans l’ère des ressources humaines : Bilan passé et défis à relever","year":2006,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.005325553140231989,"score_gpt":0.16229007559398767,"score_spread":0.1569645224537557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1548789615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8247077,0.046459395,0.00045458315,0.09391008,0.0007740438,0.00027297693,0.000045099474,0.00019546256,0.03318066],"genre_scores_gemma":[0.8929249,0.005178711,0.00045768684,0.00063892145,0.0018407739,0.000009162555,0.0002463615,0.00006773336,0.09863577],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811906,0.0000837985,0.00027852174,0.00047647694,0.00032281826,0.0007193326],"domain_scores_gemma":[0.9988798,0.000102507904,0.00033183067,0.0004082411,0.00021823258,0.000059383096],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00036516998,0.00036159612,0.0003118492,0.00030474382,0.0015462022,0.00023123946,0.00038296962,0.00025773057,0.0005264794],"category_scores_gemma":[0.00007416035,0.0004235782,0.00022354808,0.00066284306,0.0003209073,0.0014719156,0.00024817738,0.00026102032,0.00053567876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013034604,0.0010539128,0.24400237,0.0006820025,0.0002570524,0.0015056744,0.0053885137,0.0012042999,0.0004548059,0.21119982,0.5201131,0.01400811],"study_design_scores_gemma":[0.00065413764,0.000024167888,0.10528927,0.0001800941,0.00029853522,0.00003872017,0.0033067632,0.00046625288,0.000038723698,0.010206647,0.87904257,0.00045409147],"about_ca_topic_score_codex":0.1334634,"about_ca_topic_score_gemma":0.26456162,"teacher_disagreement_score":0.3589295,"about_ca_system_score_codex":0.002433647,"about_ca_system_score_gemma":0.000038861243,"threshold_uncertainty_score":0.9998216},"labels":[],"label_agreement":null},{"id":"W1554668308","doi":"10.1300/j172v01n01_04","title":"Practicing What We Preach in Tourism Education and Research","year":2001,"lang":"en","type":"article","venue":"Journal of Teaching in Travel & Tourism","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Tourism; Psychology; Sociology; Pedagogy; Public relations; Political science","score_opus":0.04145358387818587,"score_gpt":0.3462995547432879,"score_spread":0.304845970865102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554668308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96547294,0.0019280652,0.00009815512,0.018438457,0.0010685823,0.00021198834,1.0502138e-7,0.000009862061,0.012771864],"genre_scores_gemma":[0.9933829,0.0011778321,0.0008936922,0.0003755097,0.003518632,0.00000840837,0.0000028793652,0.000024410265,0.0006157929],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979765,0.0001858175,0.0006987114,0.00022542916,0.00053672196,0.00037683002],"domain_scores_gemma":[0.9988671,0.00025958815,0.00048765392,0.00017671264,0.00017176855,0.000037188536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006086289,0.00015755114,0.00028441884,0.0015039203,0.00019650382,0.00079023815,0.00027047598,0.00013873389,0.000027265087],"category_scores_gemma":[0.0008658419,0.00014880864,0.000060845447,0.0005148244,0.000048342503,0.005359721,0.000077212404,0.0016756257,0.000012608618],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003212924,0.005033886,0.29425824,0.0005614166,0.000071894865,0.0005850042,0.026748314,0.00031327034,0.0014152443,0.0121463975,0.04991671,0.60862833],"study_design_scores_gemma":[0.0019648,0.00011834984,0.74231726,0.0033507678,0.000055302888,0.00032757092,0.05738846,0.0012446301,0.00006720122,0.051015116,0.14162326,0.00052726525],"about_ca_topic_score_codex":0.0026369991,"about_ca_topic_score_gemma":0.0002895782,"teacher_disagreement_score":0.60810107,"about_ca_system_score_codex":0.00017831585,"about_ca_system_score_gemma":0.00016179262,"threshold_uncertainty_score":0.76202846},"labels":[],"label_agreement":null},{"id":"W1572800085","doi":"","title":"TOURISM EDUCATION IN FRANCE AND CANADA: ARE UNIVERSITIES INCORPORATING ICT?","year":2009,"lang":"en","type":"article","venue":"Americanae (AECID Library)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Gross domestic product; Euros; Product (mathematics); Economy; Business; Geography; Economic growth; Economics; Humanities","score_opus":0.002781903633229126,"score_gpt":0.1737599709412047,"score_spread":0.17097806730797557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572800085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733678,0.00021505056,0.000016530474,0.012677943,0.00024552707,0.0001056349,0.0000016862374,0.00005213615,0.013317666],"genre_scores_gemma":[0.98839384,0.000021196325,0.0003598745,0.009075802,0.0006313322,0.0000037066902,0.000035284782,0.0000112293055,0.0014677176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932986,0.0000108923905,0.00016022386,0.00020418876,0.0001253821,0.00016944476],"domain_scores_gemma":[0.9995829,0.000019788768,0.00021326466,0.0001359863,0.000026828133,0.000021228505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042979194,0.000119503035,0.00015002312,0.00017954699,0.00011001501,0.00007646917,0.00013675187,0.000032263037,0.0000803936],"category_scores_gemma":[0.000016419663,0.0001330822,0.000017057804,0.0004498526,0.000049238613,0.0023050297,0.000040101153,0.00010685483,0.0000075861817],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004080511,0.000062002844,0.92347616,0.000021867072,0.000004381298,0.000016535343,0.00007333979,0.000019062847,0.0000063819716,0.009377272,0.045801505,0.02113743],"study_design_scores_gemma":[0.00011395126,0.000008117881,0.97502804,0.00004484125,0.0000056907056,4.5637097e-7,0.0038241774,0.0001241636,0.00001230056,0.0023704674,0.018297052,0.0001707156],"about_ca_topic_score_codex":0.89589673,"about_ca_topic_score_gemma":0.0650292,"teacher_disagreement_score":0.8308675,"about_ca_system_score_codex":0.00005229355,"about_ca_system_score_gemma":0.000605146,"threshold_uncertainty_score":0.95203155},"labels":[],"label_agreement":null},{"id":"W1580505545","doi":"10.25145/j.pasos.2007.05.035","title":"Travel, Tourism, and Hospitality Research: a handbook for managers and researchers.","year":2007,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Tourism; Hospitality management studies; Marketing; Sociology; Management; Business; Library science; Geography; Computer science; Economics; Archaeology","score_opus":0.49493108751232257,"score_gpt":0.5956241336006078,"score_spread":0.10069304608828528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1580505545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96764874,0.013600415,0.001096376,0.0016892487,0.00036541958,0.0013021714,0.000011319675,0.000032877328,0.014253446],"genre_scores_gemma":[0.9933272,0.0036216795,0.0003576629,0.00048827962,0.0010453927,0.000061238425,0.00001684532,0.000050770763,0.0010309163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972715,0.00009269277,0.0006315241,0.00053123385,0.00079635,0.0006767303],"domain_scores_gemma":[0.99780095,0.00061283616,0.00042305063,0.00036459355,0.00066600204,0.00013257768],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.009831683,0.0002409121,0.00047344706,0.0013170039,0.00070067524,0.003313878,0.0011722944,0.00014288556,0.00083160715],"category_scores_gemma":[0.001127304,0.00022957294,0.00009936348,0.0010617825,0.00042860972,0.004628777,0.0009370597,0.0004730898,0.000009593841],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009143914,0.00067164085,0.5638385,0.0014490936,0.00031919894,0.000087755594,0.0010533519,0.0000044214867,0.0077503924,0.0067352243,0.30341637,0.11375966],"study_design_scores_gemma":[0.00074990845,0.000013086865,0.8916997,0.00031473784,0.00005085642,0.0000024001097,0.0016829782,0.0000781121,0.0014799902,0.06635933,0.037228372,0.00034056348],"about_ca_topic_score_codex":0.004489214,"about_ca_topic_score_gemma":0.00020924056,"teacher_disagreement_score":0.32786116,"about_ca_system_score_codex":0.000075005206,"about_ca_system_score_gemma":0.00007517843,"threshold_uncertainty_score":0.9977208},"labels":[],"label_agreement":null},{"id":"W1642007514","doi":"10.3968/6856","title":"Practice Teaching System Establishment in the Major of Tourism Management","year":2015,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"China; Tourism; Carry (investment); Management system; Knowledge management; Business; Engineering management; Political science; Computer science; Operations management; Engineering","score_opus":0.020765791418282803,"score_gpt":0.3007134379057848,"score_spread":0.27994764648750203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1642007514","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22606781,0.000053754036,0.000030035635,0.006524909,0.0015803709,0.0003085606,3.7162368e-7,0.000017412698,0.7654168],"genre_scores_gemma":[0.9972969,7.154803e-7,0.000524668,0.0006462609,0.0007494162,0.00003260299,0.000003291557,0.0000038624257,0.00074223505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99881566,0.000037374386,0.00024499753,0.00015321675,0.00060644734,0.00014230078],"domain_scores_gemma":[0.9991692,0.000031870804,0.0003417554,0.00015578397,0.00029046249,0.000010982987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002777274,0.00006340144,0.0000887652,0.00020489184,0.00017382485,0.00014367558,0.00042677464,0.000025390435,0.00001777092],"category_scores_gemma":[0.00010450638,0.000051519783,0.000023505176,0.0008798044,0.0001370224,0.0015143732,0.000070621194,0.00008087667,0.000019349038],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064162346,0.00041655017,0.0016116215,0.00011478465,0.0000037608008,4.532634e-7,0.0039402507,0.0000025782333,0.000025576204,0.9813472,0.010808581,0.0017222253],"study_design_scores_gemma":[0.00038966932,0.000016441205,0.491499,0.000121220015,0.0000697226,9.665139e-7,0.12379144,0.000028209237,0.000050240993,0.0061439374,0.3777072,0.00018192732],"about_ca_topic_score_codex":0.0019445408,"about_ca_topic_score_gemma":0.000002356559,"teacher_disagreement_score":0.9752033,"about_ca_system_score_codex":0.0001395871,"about_ca_system_score_gemma":0.00016246467,"threshold_uncertainty_score":0.29395768},"labels":[],"label_agreement":null},{"id":"W1775858962","doi":"10.3968/j.ccc.1923670020141001.z019","title":"Development Strategy of Regional Tourism Industry: A Case Study of Hengyang","year":2014,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tourism; Business; Perspective (graphical); Tourist industry; Principal (computer security); Development plan; Marketing; Plan (archaeology); Industrial organization; Economic geography; Economics; Engineering; Geography; Civil engineering","score_opus":0.05612462338926223,"score_gpt":0.33078791675623437,"score_spread":0.27466329336697215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1775858962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99657726,0.00004949456,0.000009852374,0.00024361741,0.00005601035,0.00023855745,4.912358e-7,0.000034903624,0.0027898198],"genre_scores_gemma":[0.99922353,0.0000032557814,0.0003382481,0.00006802756,0.00015419105,0.000025955283,0.000065793465,0.000008656603,0.00011232293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908555,0.000037865026,0.00043221016,0.00013674799,0.00019257517,0.00011503637],"domain_scores_gemma":[0.9984624,0.000040490326,0.00045416612,0.0004666725,0.0005651076,0.000011164614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000489888,0.000111831774,0.0001649367,0.00007769987,0.0002993407,0.00017170557,0.00032477584,0.00011126625,0.000037484184],"category_scores_gemma":[0.00009606155,0.00009746354,0.000035618992,0.00026615392,0.0001310634,0.0010732132,0.00015856272,0.00021688486,0.000012125527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029389307,0.010969525,0.55268043,0.0014904697,0.000591761,0.00005409192,0.06347738,0.0021160475,0.0045886673,0.08689825,0.012921752,0.2639177],"study_design_scores_gemma":[0.0033080997,0.00013843038,0.7831553,0.00025683307,0.00012345043,0.00006578994,0.110971816,0.0015981223,0.0011626439,0.0028819488,0.09554385,0.0007936858],"about_ca_topic_score_codex":0.00382798,"about_ca_topic_score_gemma":0.00056992186,"teacher_disagreement_score":0.26312405,"about_ca_system_score_codex":0.000028634473,"about_ca_system_score_gemma":0.000027818545,"threshold_uncertainty_score":0.5786786},"labels":[],"label_agreement":null},{"id":"W1871584777","doi":"10.1300/j172v01n01_06","title":"Relevance and Quality in Australian Tourism Higher Education","year":2001,"lang":"en","type":"article","venue":"Journal of Teaching in Travel & Tourism","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Hospitality; Relevance (law); Marketing; Quarter (Canadian coin); Perception; Public relations; Quality (philosophy); Competitive advantage; Hospitality management studies; Hospitality industry; Business; Higher education; Psychology; Sociology; Medical education; Political science; Medicine; Geography","score_opus":0.03190356114319762,"score_gpt":0.30579687179741916,"score_spread":0.2738933106542215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1871584777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9728169,0.00031029133,0.000063294785,0.014542382,0.0012570464,0.00011871248,3.942529e-7,0.000012221959,0.010878759],"genre_scores_gemma":[0.99164635,0.00009191619,0.00085178873,0.0008920558,0.0031006327,0.000004276424,0.0000038100447,0.000018245819,0.0033909513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998378,0.00008141832,0.0007927176,0.00019382185,0.00028958122,0.00026445522],"domain_scores_gemma":[0.9990446,0.00008328047,0.00061169465,0.0001577214,0.00007056317,0.00003216108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002041005,0.0001670337,0.0003108474,0.00054579065,0.00009246477,0.0001865095,0.00021813008,0.00012833397,0.00009001136],"category_scores_gemma":[0.00025111772,0.0001598203,0.000074403855,0.00027733727,0.00003680683,0.0015319347,0.000034842084,0.00081582344,0.000010584979],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018668546,0.001966737,0.8876947,0.00031629784,0.000039787672,0.00022131426,0.0020858436,0.00018355844,0.0011098089,0.03201181,0.026736062,0.047447395],"study_design_scores_gemma":[0.0006734643,0.000017505905,0.91802275,0.00026317968,0.000015709991,0.00001935302,0.0007895419,0.000025359299,0.0000117364525,0.01579101,0.06417817,0.00019222172],"about_ca_topic_score_codex":0.0033674056,"about_ca_topic_score_gemma":0.00033214584,"teacher_disagreement_score":0.047255173,"about_ca_system_score_codex":0.000096678,"about_ca_system_score_gemma":0.00006669419,"threshold_uncertainty_score":0.6517282},"labels":[],"label_agreement":null},{"id":"W1909735677","doi":"10.3968/j.css.1923669720070302.005","title":"Conformity of Tourism Education and Constructing Innovative Education Patterns","year":2010,"lang":"en","type":"article","venue":"Canadian social science","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Conformity; Tourism; Humanities; Sociology; Political science; Pedagogy; Art; Law","score_opus":0.007321573305219092,"score_gpt":0.24468533410466736,"score_spread":0.23736376079944826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1909735677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85512215,0.000005298322,0.000008195289,0.00086110365,0.0012706026,0.000104547355,0.0000029174548,0.000008102775,0.14261708],"genre_scores_gemma":[0.9976988,6.356755e-7,0.00012808357,0.0010137038,0.0010739872,0.000007377669,0.0000107680635,0.0000034401542,0.00006322469],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994322,0.0000026371233,0.0001256426,0.00014171039,0.00012679274,0.00017100394],"domain_scores_gemma":[0.99916744,0.000008274618,0.00015019868,0.000074666146,0.0005623733,0.00003706521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035010988,0.000057149373,0.00006646794,0.00026920345,0.00037839508,0.00016596648,0.0001469166,0.000047668593,0.00007545649],"category_scores_gemma":[0.00023638335,0.000063108324,0.000010333779,0.00081540254,0.00039384607,0.0010548889,0.000025653555,0.0001120475,0.000007196498],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.2168668e-7,0.00003469314,0.52072877,0.00003852362,0.0000012747679,1.2105873e-7,0.00092036877,7.4214737e-9,0.00065646356,0.31781757,0.0008235857,0.15897818],"study_design_scores_gemma":[0.00009032499,0.0000038424278,0.91341406,0.000026673088,0.000008469912,0.0000028401778,0.024249196,0.000017443544,0.00037223537,0.008984778,0.05261723,0.00021290504],"about_ca_topic_score_codex":0.07600248,"about_ca_topic_score_gemma":0.014330483,"teacher_disagreement_score":0.39268526,"about_ca_system_score_codex":0.00005910617,"about_ca_system_score_gemma":0.0019918317,"threshold_uncertainty_score":0.9301505},"labels":[],"label_agreement":null},{"id":"W195400663","doi":"","title":"Guides: Tourism & Hospitality Management: Books & More","year":2008,"lang":"en","type":"libguides","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Tourism; Hospitality management studies; Business; Marketing; History","score_opus":0.018508334876994045,"score_gpt":0.24335619493893673,"score_spread":0.22484786006194268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W195400663","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006417174,0.0012140243,0.0001705559,0.006696021,0.005477541,0.0010344088,0.00002738496,0.00083609176,0.9781268],"genre_scores_gemma":[0.028275935,0.0039062803,0.0025426287,0.035739787,0.04426613,0.00043705865,0.0046816384,0.00047729656,0.87967324],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964311,0.000016510143,0.00091189233,0.0009991297,0.00088696345,0.00075440673],"domain_scores_gemma":[0.99777013,0.000035040433,0.00066754007,0.0011748334,0.00031186125,0.000040575287],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004184466,0.0007610754,0.00069861044,0.00066672225,0.00048389705,0.0006894572,0.0010577936,0.0005633338,0.0018266188],"category_scores_gemma":[0.00008560392,0.0007330451,0.00044040452,0.00053131883,0.00020614683,0.0014936103,0.00059002417,0.0005509725,0.002246177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073737287,0.00017626802,0.00072242535,0.00090697245,0.00018598844,0.00016323151,0.00008237931,0.000003177728,2.1408542e-7,0.019430997,0.970506,0.007814964],"study_design_scores_gemma":[0.00035360074,0.000008411842,0.0077382275,0.0002323361,0.00020285483,0.000004418917,0.0007801361,0.000050865718,0.0000038356843,0.008952598,0.9807396,0.00093312946],"about_ca_topic_score_codex":0.0046701515,"about_ca_topic_score_gemma":0.00006978776,"teacher_disagreement_score":0.09845355,"about_ca_system_score_codex":0.00012299838,"about_ca_system_score_gemma":0.000075077354,"threshold_uncertainty_score":0.9995121},"labels":[],"label_agreement":null},{"id":"W1966950872","doi":"10.1080/13032917.2008.9687070","title":"Predictors of Commitment to Careers in the Tourism Industry","year":2008,"lang":"en","type":"article","venue":"Anatolia","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Tourism; Hospitality; Workforce; Hospitality industry; Work (physics); Burnout; Hospitality management studies; Marketing; Work engagement; Public relations; Business; Human resources; Psychology; Management; Political science; Economic growth; Economics; Engineering","score_opus":0.020060507183210858,"score_gpt":0.23965795233444417,"score_spread":0.2195974451512333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966950872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98073477,0.000027823455,0.0000044716276,0.004181181,0.0002929053,0.00017678879,0.0000011341034,0.000014043144,0.014566872],"genre_scores_gemma":[0.9973035,0.000004128052,0.000014439961,0.0020753765,0.00045118423,0.000017899669,0.000008353179,0.0000053807653,0.00011978129],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99943674,0.00000935327,0.00014912224,0.00009562766,0.00018260209,0.0001265346],"domain_scores_gemma":[0.9996956,0.000015988613,0.00005831906,0.00018050168,0.000041565887,0.0000080536665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017909243,0.00006489435,0.000087292174,0.00012343892,0.00006594739,0.000019818443,0.00020663113,0.00007040338,0.00005404407],"category_scores_gemma":[0.000042901316,0.00005048897,0.000029387476,0.00041500397,0.000032044456,0.00020557313,0.000038475355,0.00014511881,0.0000525439],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005415681,0.00013569987,0.84754735,0.000023803175,0.000011709571,0.000020990095,0.0018660016,0.00003742269,0.0000046206674,0.005007555,0.14486474,0.00047471045],"study_design_scores_gemma":[0.00017267394,0.000009568896,0.8955032,0.000020132651,0.000009996351,0.0000012581295,0.0022528176,0.000032237527,0.000051920037,0.00057289196,0.10128838,0.00008487955],"about_ca_topic_score_codex":0.0036400382,"about_ca_topic_score_gemma":0.00018433496,"teacher_disagreement_score":0.047955908,"about_ca_system_score_codex":0.000016741318,"about_ca_system_score_gemma":0.00001970405,"threshold_uncertainty_score":0.5502673},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.03578861361893364,"score_gpt":0.29010521768732145,"score_spread":0.2543166040683878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973302662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9239503,0.00018201041,0.00053629745,0.028679498,0.008718772,0.00045019184,0.000008026366,0.000052225223,0.037422687],"genre_scores_gemma":[0.9895778,0.000010198865,0.00021292052,0.004005669,0.0052072527,0.000021948028,0.00005701002,0.000025993859,0.00088124356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968442,0.00006454995,0.0013611773,0.00021408574,0.0011993718,0.00031666915],"domain_scores_gemma":[0.99657136,0.00004426466,0.0019251463,0.0003687624,0.0010455237,0.000044940385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034099258,0.00027617707,0.00028552845,0.00050373765,0.00016534318,0.00055132335,0.0011194453,0.00017704727,0.0001559311],"category_scores_gemma":[0.0002495473,0.00021120718,0.00020344566,0.0006704992,0.00014645452,0.0045854333,0.00029139317,0.0006450555,0.0000849566],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013012438,0.0010427079,0.5437333,0.00008752028,0.0007721234,0.00005697571,0.0007462073,0.00007289241,0.000015331403,0.3675123,0.07878591,0.0070445864],"study_design_scores_gemma":[0.0011655153,0.000046809997,0.78798145,0.00016565414,0.00011267987,0.000016028303,0.009409131,0.000042725005,0.00012038282,0.018402617,0.18211025,0.00042674472],"about_ca_topic_score_codex":0.0002765293,"about_ca_topic_score_gemma":0.000004483853,"teacher_disagreement_score":0.34910968,"about_ca_system_score_codex":0.00017061646,"about_ca_system_score_gemma":0.00007490527,"threshold_uncertainty_score":0.8612779},"labels":[],"label_agreement":null},{"id":"W1981426466","doi":"10.5539/elt.v4n3p44","title":"Analyzing the Training and Internship Needs Assessment of Verbal Communication Skills amongst Hotel Practitioners","year":2011,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internship; Psychology; Hospitality; Hospitality industry; Nonverbal communication; Curriculum; Medical education; Hotel management; Communication skills; Training (meteorology); Function (biology); Pedagogy; Tourism","score_opus":0.019513641513859276,"score_gpt":0.2714542010647503,"score_spread":0.25194055955089106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981426466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9337428,0.0001226158,0.0011233299,0.00016137722,0.00020523921,0.00011852415,0.0000011262292,0.00006876219,0.06445621],"genre_scores_gemma":[0.99777067,0.00000986728,0.0014557628,0.00015670105,0.00048639262,0.0000110579995,0.00004115773,0.000014754523,0.000053629217],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99933285,0.00007595726,0.00021687875,0.00011515874,0.00012130909,0.00013784874],"domain_scores_gemma":[0.9992654,0.00012394169,0.00027631983,0.00027542948,0.000048299502,0.000010645908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014091586,0.000100988764,0.00012657842,0.00015859993,0.00023938583,0.00016393594,0.00022630903,0.000045307508,0.0000800585],"category_scores_gemma":[0.00049618096,0.0000830364,0.000044341752,0.0001692548,0.00006790398,0.0011661928,0.00011164529,0.00037676818,0.0000024169942],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008741573,0.00030565434,0.18365923,0.000105916726,0.000099975914,0.0000035863086,0.7278143,0.000016603897,0.00019675317,0.05115414,0.0003679561,0.03626712],"study_design_scores_gemma":[0.00052614155,0.00002172436,0.21365547,0.0002570848,0.00014555045,0.0000020715422,0.77938676,0.001486472,0.00011168926,0.0013656907,0.0027072197,0.00033412877],"about_ca_topic_score_codex":0.0025944286,"about_ca_topic_score_gemma":0.000116870586,"teacher_disagreement_score":0.06440258,"about_ca_system_score_codex":0.00002522681,"about_ca_system_score_gemma":0.000014932364,"threshold_uncertainty_score":0.39220172},"labels":[],"label_agreement":null},{"id":"W1985511573","doi":"10.1108/17554211311314092","title":"The Canadian hotel industry: a roundtable discussion on challenges and trends","year":2013,"lang":"en","type":"article","venue":"Worldwide Hospitality and Tourism Themes","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Niagara College; Algonquin College; Mining Association of Canada; Golder Associates (Canada)","funders":"","keywords":"Tourism; Viewpoints; Theme (computing); Hospitality industry; Hospitality; Context (archaeology); Originality; Hospitality management studies; Public relations; Marketing; Management; Political science; Sociology; Business; Social science; Economics; Qualitative research; Law; History","score_opus":0.019588317496885423,"score_gpt":0.2301492024215722,"score_spread":0.21056088492468678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985511573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77168924,0.002514528,0.0000017223382,0.15915218,0.0004896125,0.00029880364,0.0000031014229,0.00008052015,0.06577028],"genre_scores_gemma":[0.9845454,0.0003923705,0.000019706797,0.0013954641,0.0009785657,0.000078452555,0.0000141496,0.000023575034,0.0125523005],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986595,0.000029085499,0.00023225379,0.00037507986,0.00023272805,0.0004713518],"domain_scores_gemma":[0.9992744,0.00007467352,0.0001343415,0.00035108367,0.000074702184,0.0000908169],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004235806,0.00024733093,0.00019909076,0.00022046363,0.0011275316,0.001551104,0.00020765894,0.0002028752,0.00010484904],"category_scores_gemma":[0.00009583612,0.00014470085,0.00005276012,0.00024215087,0.00016460924,0.0016637924,0.000105885214,0.00039462777,0.0000660701],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022156239,0.00013337434,0.02869178,0.000098595614,0.00009393508,0.000011270287,0.0015569192,0.0000026855632,0.0000044684716,0.27306315,0.038816556,0.6575051],"study_design_scores_gemma":[0.00030560902,0.00003137654,0.6975165,0.00006964884,0.000031998185,0.0000017398264,0.003681383,0.00009321714,0.0000075667604,0.11265459,0.1852476,0.0003587734],"about_ca_topic_score_codex":0.1304273,"about_ca_topic_score_gemma":0.10952161,"teacher_disagreement_score":0.66882473,"about_ca_system_score_codex":0.00007042331,"about_ca_system_score_gemma":0.0000329872,"threshold_uncertainty_score":0.9994854},"labels":[],"label_agreement":null},{"id":"W1986768410","doi":"10.1080/15332845.2010.487014","title":"The Impact of Gender on Career Paths and Management Capability in the Hotel Industry in Canada","year":2010,"lang":"en","type":"article","venue":"Journal of Human Resources in Hospitality & Tourism","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Hotel industry; Hospitality industry; Hotel management; Business; Human resource management; Marketing; Career path; Competitive advantage; Human resources; Tourism; Management; Political science; Economics; Business administration","score_opus":0.016142181486699915,"score_gpt":0.25778791064301393,"score_spread":0.24164572915631402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986768410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99422646,0.00013695277,2.8745552e-7,0.0015269641,0.0002975424,0.00031469803,0.0000025828099,0.0000026892085,0.0034918508],"genre_scores_gemma":[0.999198,0.000026137874,0.000008647569,0.00023504476,0.0004924629,0.000009595985,0.000001642415,0.0000117229265,0.000016717067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979651,0.000107632164,0.0008343729,0.0001938855,0.00058009307,0.00031889236],"domain_scores_gemma":[0.99867,0.0001739191,0.00060987,0.00041206984,0.00010761072,0.000026520862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029111796,0.00019201236,0.00030445127,0.0002683105,0.00013914112,0.00017365896,0.00062255695,0.00017957266,0.00003380714],"category_scores_gemma":[0.00018086236,0.000116834955,0.00011153402,0.0003804991,0.00015374293,0.00035772056,0.0001091439,0.0016908075,6.029372e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004031951,0.00028198413,0.99225086,0.00007942875,0.00003372047,0.000099654884,0.0022243343,0.00023519252,0.000013457822,0.0009372492,0.0021417052,0.0016620976],"study_design_scores_gemma":[0.00047533275,0.00004593824,0.98249394,0.00007025393,0.00001583684,0.0000036160382,0.008367551,0.000046902358,0.0000062519675,0.007511093,0.0008339674,0.00012931439],"about_ca_topic_score_codex":0.599425,"about_ca_topic_score_gemma":0.544026,"teacher_disagreement_score":0.055398993,"about_ca_system_score_codex":0.0002621168,"about_ca_system_score_gemma":0.00012396736,"threshold_uncertainty_score":0.7345811},"labels":[],"label_agreement":null},{"id":"W1993096430","doi":"10.1016/j.tourman.2004.08.004","title":"Planning tourism employment: a developing country perspective","year":2005,"lang":"en","type":"article","venue":"Tourism Management","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":294,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Tourism; Tourism geography; Hospitality; Neglect; Business; Human resources; Marketing; Perspective (graphical); Destinations; Hospitality industry; Ecotourism; Locality; Economic growth; Economics; Political science; Management; Psychology","score_opus":0.017176920221569116,"score_gpt":0.26141786075332746,"score_spread":0.24424094053175835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993096430","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27997717,0.0010502008,0.012200134,0.03222593,0.0018669731,0.001421858,0.0000040733335,0.0010218284,0.6702318],"genre_scores_gemma":[0.9691722,0.000051746163,0.005219873,0.009874939,0.0076786093,0.00015623365,0.00006041037,0.00008063887,0.0077053895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978858,0.00001517751,0.00041630122,0.00056407915,0.00051750033,0.00060110807],"domain_scores_gemma":[0.9991364,0.000023123808,0.00025020467,0.00041311572,0.00014626877,0.000030869473],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000466224,0.0003353679,0.00025866332,0.00046419218,0.00043236918,0.0004968545,0.00042853574,0.0000979065,0.00043630422],"category_scores_gemma":[0.000030237225,0.00035106952,0.00009889936,0.0006042763,0.000053952386,0.001492958,0.00033354902,0.00022204158,0.0014001742],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006648022,0.0004833943,0.0032116368,0.00029529218,0.00038215698,0.000298146,0.0019124263,0.0011028633,0.000019883775,0.67537194,0.28878477,0.028070997],"study_design_scores_gemma":[0.0008958194,0.000012011454,0.027881997,0.00016629457,0.00012356453,0.0000033912127,0.004809652,0.00084637565,0.000052769778,0.01920048,0.9453175,0.0006901382],"about_ca_topic_score_codex":0.00077784416,"about_ca_topic_score_gemma":0.0000390735,"teacher_disagreement_score":0.689195,"about_ca_system_score_codex":0.00038871655,"about_ca_system_score_gemma":0.000029302051,"threshold_uncertainty_score":0.99989414},"labels":[],"label_agreement":null},{"id":"W2002262455","doi":"10.1108/17554211311314119","title":"Innovations in hotel administration in Canada","year":2013,"lang":"en","type":"article","venue":"Worldwide Hospitality and Tourism Themes","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Algonquin College; The Scarborough Hospital; Toronto Metropolitan University; Golder Associates (Canada)","funders":"","keywords":"Tourism; Hospitality industry; Context (archaeology); Hospitality; Originality; Marketing; Administration (probate law); Order (exchange); Value (mathematics); Hospitality management studies; Business; Hotel industry; Public relations; Theme (computing); Service (business); Management; Sociology; Political science; Qualitative research; Economics; Finance","score_opus":0.008157311748019024,"score_gpt":0.20061997841909987,"score_spread":0.19246266667108083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002262455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97802866,0.000118956006,0.000014602235,0.010370535,0.000284999,0.0003736707,0.0000021971039,0.000028152846,0.0107782455],"genre_scores_gemma":[0.99762994,0.000014780147,0.00009042688,0.0015478466,0.00034093537,0.00009233611,0.000041835254,0.000012629922,0.00022924437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882096,0.000015411797,0.00041741025,0.00027124744,0.00018725901,0.000287734],"domain_scores_gemma":[0.99951106,0.000050690105,0.00014153922,0.00019717438,0.00008078211,0.00001875136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023261004,0.00016204505,0.00019225097,0.0002543882,0.000085783795,0.0002097252,0.00014028826,0.000055753808,0.00023145895],"category_scores_gemma":[0.000110685694,0.00016445655,0.00002244253,0.00074866443,0.000043834603,0.0013094061,0.000060735223,0.0001853587,0.00003837684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008656326,0.00018558676,0.9525071,0.00008481779,0.000009575685,0.000019969615,0.00025994307,0.00001674703,0.000019884992,0.028528057,0.00771852,0.010641163],"study_design_scores_gemma":[0.0002952448,0.0000059626577,0.95014566,0.000039569306,0.0000045300053,6.4779806e-7,0.0020772442,0.00032237763,0.00003101393,0.043250456,0.0036069208,0.00022038951],"about_ca_topic_score_codex":0.9045817,"about_ca_topic_score_gemma":0.8801938,"teacher_disagreement_score":0.024387896,"about_ca_system_score_codex":0.00013495494,"about_ca_system_score_gemma":0.00023903447,"threshold_uncertainty_score":0.6706343},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.02969163173633531,"score_gpt":0.25719042301624573,"score_spread":0.2274987912799104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002418962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82662237,0.0018566006,0.001625636,0.10729682,0.0026878163,0.0015788008,0.000010963463,0.0000907409,0.058230236],"genre_scores_gemma":[0.9930126,0.00035375464,0.00020021829,0.0029086936,0.0027684935,0.00005458188,0.000019296802,0.000028414888,0.00065395876],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9968067,0.00011433503,0.0011337355,0.00034497888,0.0012679384,0.00033233702],"domain_scores_gemma":[0.99768543,0.00010618655,0.0012972536,0.00046905281,0.00039498665,0.000047088248],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0028558313,0.00032856376,0.00040162198,0.0003101045,0.00033020193,0.001160173,0.0014536073,0.00011469988,0.000088387445],"category_scores_gemma":[0.00010303894,0.00021007782,0.00029257176,0.00037632618,0.00044195092,0.0019121576,0.0007368335,0.0006142936,0.000039142727],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002545631,0.0008418141,0.32465038,0.00036426517,0.0039369008,0.0003441877,0.0012609082,0.00005121367,8.329509e-7,0.4217389,0.058856044,0.1877],"study_design_scores_gemma":[0.0070807664,0.00009169813,0.59917593,0.00061740406,0.00061362586,0.000027533564,0.007691122,0.0010089467,0.0000150389,0.07128339,0.31161353,0.00078104826],"about_ca_topic_score_codex":0.00019492849,"about_ca_topic_score_gemma":0.0000034468849,"teacher_disagreement_score":0.3504555,"about_ca_system_score_codex":0.00010323953,"about_ca_system_score_gemma":0.00001391763,"threshold_uncertainty_score":0.99987674},"labels":[],"label_agreement":null},{"id":"W2004560091","doi":"10.1080/10963758.2001.10685296","title":"Environmental Education in Tourism – A Comparison between Canada and Japan","year":2001,"lang":"en","type":"article","venue":"Journal of Hospitality & Tourism Education","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University","funders":"","keywords":"Tourism; Sustainable tourism; Curriculum; Environmental education; Tourism geography; Ecotourism; Sustainable development; Economic growth; Political science; Marketing; Geography; Regional science; Business; Economics","score_opus":0.007825455831306082,"score_gpt":0.23711907159584503,"score_spread":0.22929361576453894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004560091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889888,0.000920828,0.000038261616,0.004586933,0.0020564694,0.0002828398,0.0000025873398,0.000012318842,0.0031109708],"genre_scores_gemma":[0.99368894,0.00010417082,0.00023155894,0.0008878628,0.0046655554,0.000012304602,0.000054284807,0.000024122755,0.00033118678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794483,0.000046760164,0.00094944844,0.00026085,0.0004990992,0.00029900466],"domain_scores_gemma":[0.99847716,0.000058874943,0.0009952994,0.00024040384,0.00015065493,0.00007760196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068019907,0.00023743152,0.00039980674,0.00041219464,0.00014680847,0.00021761151,0.0002660678,0.00012264213,0.00008827522],"category_scores_gemma":[0.00013488156,0.00024456385,0.00008294604,0.00034170857,0.00006244627,0.0016933504,0.00005994118,0.00038000455,0.000013059662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000183327,0.0008400343,0.8668016,0.000049792896,0.000024200228,0.0000037613127,0.00035555847,0.000008967311,0.000028454084,0.00032794976,0.034032673,0.097508654],"study_design_scores_gemma":[0.00034222903,0.00003923827,0.9365518,0.000098590586,0.00007027968,0.00001720963,0.006108479,0.000029134351,0.000026246562,0.00428729,0.05217161,0.00025790566],"about_ca_topic_score_codex":0.2788701,"about_ca_topic_score_gemma":0.039480377,"teacher_disagreement_score":0.23938972,"about_ca_system_score_codex":0.0004943785,"about_ca_system_score_gemma":0.0015267828,"threshold_uncertainty_score":0.9973025},"labels":[],"label_agreement":null},{"id":"W2006049665","doi":"10.1080/19368623.2013.771114","title":"Theory in Hospitality, Tourism, and Leisure Studies","year":2013,"lang":"en","type":"article","venue":"Journal of Hospitality Marketing & Management","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Hong Kong Polytechnic University","keywords":"Tourism; Hospitality; Analogy; Term (time); Sociology; Hospitality industry; Coding (social sciences); Period (music); Epistemology; Advertising; Marketing; Social science; Aesthetics; History; Business; Art","score_opus":0.01288235640782218,"score_gpt":0.25007013672102324,"score_spread":0.23718778031320106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006049665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97717535,0.0018656803,0.00006145275,0.005599976,0.0009940201,0.00057166186,5.90225e-7,0.00004007346,0.013691167],"genre_scores_gemma":[0.9965497,0.0005876419,0.0006990174,0.00065900077,0.0009775053,0.000032608794,0.0000027186568,0.00002999071,0.00046180692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99747044,0.00017339544,0.0010317477,0.00033634016,0.00055788556,0.00043019233],"domain_scores_gemma":[0.9980588,0.00025085057,0.000898916,0.00031505447,0.00043568373,0.000040692626],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0069840574,0.00030258764,0.0005477976,0.00052456214,0.00016305917,0.00048614157,0.00039677892,0.000087788074,0.00013867891],"category_scores_gemma":[0.0007179514,0.0002620376,0.00016188704,0.00047846322,0.00015572846,0.0022294673,0.00045153868,0.00032606896,0.000040335686],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022593905,0.0011046227,0.72155017,0.0029234486,0.0009114908,0.00027037368,0.0012389966,0.000059333586,0.000020834792,0.051628895,0.041168444,0.17889747],"study_design_scores_gemma":[0.0007937283,0.00003918507,0.8949968,0.00043936374,0.00012322442,0.0000058544874,0.016727686,0.000054075706,0.000004222677,0.08227677,0.0042123594,0.00032670196],"about_ca_topic_score_codex":0.00020367438,"about_ca_topic_score_gemma":0.000019312367,"teacher_disagreement_score":0.17857076,"about_ca_system_score_codex":0.0001242607,"about_ca_system_score_gemma":0.000017583092,"threshold_uncertainty_score":0.9999832},"labels":[],"label_agreement":null},{"id":"W2006576306","doi":"10.1016/j.annals.2004.04.004","title":"Knowledge Management in Hospitality and Tourism","year":2004,"lang":"en","type":"article","venue":"Annals of Tourism Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Emmanuel Bible College","funders":"","keywords":"Tourism; Hospitality; Hospitality management studies; Business; Hospitality industry; Marketing; Knowledge management; Political science; Computer science","score_opus":0.1309697572307097,"score_gpt":0.40330949205119754,"score_spread":0.27233973482048784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006576306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8627658,0.0008390096,0.000019182335,0.010502888,0.00015681838,0.00041323577,0.0000013031719,0.000029129367,0.12527265],"genre_scores_gemma":[0.99769163,0.00048422633,0.00023167029,0.0002904964,0.0006713695,0.000047414265,0.000009255087,0.000019224399,0.0005547199],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981878,0.000045226123,0.00036321513,0.00036835263,0.000492348,0.000543065],"domain_scores_gemma":[0.99908817,0.000060531955,0.000094635005,0.0003598643,0.0003616584,0.000035168818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026374666,0.0001447328,0.0002240932,0.0008251496,0.00015472317,0.00016141596,0.00033683237,0.000103714025,0.000054105738],"category_scores_gemma":[0.00015415481,0.00014483492,0.00006436634,0.000992649,0.00020415279,0.0008129517,0.0004015425,0.00032018896,0.00014968679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017674679,0.0036078612,0.035257664,0.002120248,0.00016660035,0.00038224753,0.0022061127,0.000053406813,0.00012480156,0.7779961,0.075315654,0.10259252],"study_design_scores_gemma":[0.0012985895,0.00007578455,0.47171056,0.00029580828,0.000012364148,0.000001259744,0.0035410502,0.000058453945,0.00063338596,0.4819812,0.0400257,0.0003658412],"about_ca_topic_score_codex":0.0031241553,"about_ca_topic_score_gemma":0.00016318902,"teacher_disagreement_score":0.43645293,"about_ca_system_score_codex":0.000030845647,"about_ca_system_score_gemma":0.000044205342,"threshold_uncertainty_score":0.5906197},"labels":[],"label_agreement":null},{"id":"W2007338526","doi":"10.1108/17554211311314146","title":"Marketing Canadian hotels in the future","year":2013,"lang":"en","type":"article","venue":"Worldwide Hospitality and Tourism Themes","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Algonquin College; Niagara College; George Brown College; Golder Associates (Canada)","funders":"","keywords":"Marketing; Hospitality; Tourism; Context (archaeology); Originality; Hospitality industry; Business; Value (mathematics); Marketing management; Public relations; Sociology; Political science; Qualitative research","score_opus":0.0059410777618484996,"score_gpt":0.1950522274037751,"score_spread":0.1891111496419266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007338526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89795226,0.0008325461,0.0000037525958,0.050148994,0.0005055796,0.0004932045,0.0000021507844,0.000047564754,0.050013963],"genre_scores_gemma":[0.9902751,0.000058585916,0.00008068873,0.006464017,0.002552075,0.00008760391,0.00002295177,0.000018062654,0.0004409432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866307,0.00006114315,0.0002850235,0.00030670417,0.0002192739,0.00046476876],"domain_scores_gemma":[0.99932444,0.00010934917,0.00011765741,0.0003353704,0.000073844385,0.000039326438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001057731,0.00020942588,0.00018639726,0.00024876307,0.0003568073,0.0007202511,0.0003541034,0.00010279799,0.00049726444],"category_scores_gemma":[0.00012339493,0.00015566476,0.00006772377,0.0005106197,0.00009002078,0.0012261613,0.00006647108,0.00027844735,0.00020542006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024357112,0.000323163,0.5754272,0.0003276496,0.00006495714,0.000078759665,0.0045985086,0.0000066539815,0.000014892865,0.106325455,0.17182991,0.14097853],"study_design_scores_gemma":[0.00019421133,0.0000047195695,0.82255316,0.00003762778,0.0000145336,0.0000022290733,0.008701251,0.000091167465,0.000002392837,0.04316118,0.12498327,0.00025424125],"about_ca_topic_score_codex":0.16377363,"about_ca_topic_score_gemma":0.058284864,"teacher_disagreement_score":0.24712601,"about_ca_system_score_codex":0.000036450987,"about_ca_system_score_gemma":0.000041270552,"threshold_uncertainty_score":0.95889896},"labels":[],"label_agreement":null},{"id":"W2018792849","doi":"10.7202/1024193ar","title":"Ressources humaines en réception hôtelière au Vietnam : une grille de lecture socio-culturelle","year":2014,"lang":"fr","type":"article","venue":"Management international","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.00656319604766118,"score_gpt":0.23311679315375858,"score_spread":0.2265535971060974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018792849","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32843778,0.0011700196,0.013303387,0.227978,0.012669152,0.0006803861,0.000024707615,0.00026177458,0.41547477],"genre_scores_gemma":[0.9411893,0.0003595288,0.0009793442,0.0033600423,0.011814056,0.00006923301,0.0006518373,0.00004985872,0.041526806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979068,0.00007146035,0.0004281198,0.00050037936,0.00058891246,0.0005043533],"domain_scores_gemma":[0.9990257,0.00005977739,0.00032916458,0.00028786386,0.0002595203,0.000037978934],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009328074,0.00033841812,0.00022627125,0.00030830482,0.000670992,0.00069045625,0.00063210377,0.00023005318,0.0020538028],"category_scores_gemma":[0.000116336145,0.00035447904,0.0002021451,0.00038648362,0.00014788572,0.0009983341,0.0002925539,0.0002803134,0.0014187933],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008647806,0.0010504827,0.09256443,0.001451894,0.0008813862,0.0000253612,0.006847201,0.003661585,0.000066372406,0.52711844,0.30462396,0.06162243],"study_design_scores_gemma":[0.00067341217,0.000020579688,0.05137742,0.00029595115,0.0001727725,0.0000029311395,0.0038945153,0.005898231,0.000012151955,0.045988567,0.8912624,0.00040106583],"about_ca_topic_score_codex":0.0017261624,"about_ca_topic_score_gemma":0.0005036192,"teacher_disagreement_score":0.6127515,"about_ca_system_score_codex":0.00048007714,"about_ca_system_score_gemma":0.000020625177,"threshold_uncertainty_score":0.99989074},"labels":[],"label_agreement":null},{"id":"W2022643823","doi":"10.5539/ies.v6n10p27","title":"The Preferred Work Paradigm for Generation Y in the Hotel Industry: A Case Study of the International Tourism and Hospitality International Programme, Thailand","year":2013,"lang":"en","type":"article","venue":"International Education Studies","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hospitality; Tourism; Hospitality industry; Marketing; Qualitative research; Focus group; Work (physics); Hospitality management studies; Public relations; Order (exchange); Sociology; Career development; Business; Psychology; Pedagogy; Political science; Social science; Engineering","score_opus":0.08008184546226998,"score_gpt":0.3356978833252992,"score_spread":0.2556160378630292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022643823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94829065,0.00023999096,0.000021271906,0.042949587,0.0060510426,0.0014909978,0.000005135849,0.000015141131,0.0009361779],"genre_scores_gemma":[0.9944441,0.00004606271,0.0000850386,0.0009878881,0.0021610276,0.0016424177,0.000043608412,0.000011491232,0.0005783912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853754,0.000049788145,0.0004911425,0.00027831734,0.00047642775,0.0001667847],"domain_scores_gemma":[0.9979277,0.00024291825,0.0004377845,0.0002683164,0.0011119088,0.00001135719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008370079,0.00016405249,0.0001356226,0.00013746243,0.0003928679,0.00069186743,0.00065165135,0.000073874915,0.000023175151],"category_scores_gemma":[0.0010386903,0.000094963856,0.000063876374,0.00029365224,0.00013640313,0.0008253956,0.00020346446,0.00022685519,0.000004991049],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006371456,0.002533772,0.7983693,0.00003781718,0.00068345125,0.0000048585525,0.01355523,0.000100115176,0.000012991143,0.012564026,0.10861838,0.06345635],"study_design_scores_gemma":[0.0014038616,0.000050271523,0.71902835,0.000073963965,0.00008995125,0.000040569765,0.16429603,0.0016607305,0.000013677742,0.01760105,0.0954475,0.00029406307],"about_ca_topic_score_codex":0.0031462964,"about_ca_topic_score_gemma":0.0016209957,"teacher_disagreement_score":0.1507408,"about_ca_system_score_codex":0.000100530975,"about_ca_system_score_gemma":0.000078265526,"threshold_uncertainty_score":0.66716933},"labels":[],"label_agreement":null},{"id":"W2046522655","doi":"10.1057/rlp.2009.23","title":"Determining the timeshare owner-heritage/cultural tourist connection","year":2010,"lang":"en","type":"article","venue":"Journal of Retail & Leisure Property","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Tourism; Advertising; Theme (computing); Cultural heritage; Marketing; Consumer behaviour; Cultural tourism; Connection (principal bundle); Theme park; Business; Sociology; Tourism geography; Geography; Archaeology; Engineering","score_opus":0.023167443603382073,"score_gpt":0.2353964288460674,"score_spread":0.21222898524268533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046522655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97826064,0.0000563547,0.000021666609,0.0121303825,0.001984123,0.00016415332,9.060786e-7,0.000032714244,0.00734906],"genre_scores_gemma":[0.99234295,0.000009994391,0.00016736476,0.00047192952,0.00489962,0.000004491378,0.000008289802,0.000019459827,0.0020759127],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988795,0.000024396542,0.00039675483,0.00013407508,0.00036358726,0.00020171049],"domain_scores_gemma":[0.9982488,0.00003364121,0.0006183754,0.00018895783,0.00088637247,0.000023838082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086506625,0.00015292004,0.00021528982,0.00009376125,0.00035086926,0.0006377779,0.00037489992,0.00010476815,0.0005996253],"category_scores_gemma":[0.0005004204,0.0000599316,0.00016107046,0.00023953812,0.00007850847,0.0019451801,0.0000636295,0.0006578882,0.000119449054],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014528046,0.00042457224,0.60995513,0.0002102614,0.00018007791,0.000049076418,0.001034197,0.000026610387,0.007641035,0.000765031,0.15432434,0.2252444],"study_design_scores_gemma":[0.00057983754,0.000051974435,0.20777726,0.0000752423,0.00010266224,0.000057615605,0.0007609326,0.0004209386,0.00028038814,0.00026088767,0.78940725,0.00022502358],"about_ca_topic_score_codex":0.00013768228,"about_ca_topic_score_gemma":0.00019186703,"teacher_disagreement_score":0.6350829,"about_ca_system_score_codex":0.000023618682,"about_ca_system_score_gemma":0.000060690225,"threshold_uncertainty_score":0.65654767},"labels":[],"label_agreement":null},{"id":"W2049704103","doi":"10.1016/j.tourman.2007.04.001","title":"Ranking, rating and scoring of tourism journals: Interdisciplinary challenges and innovations","year":2007,"lang":"en","type":"article","venue":"Tourism Management","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":153,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ranking (information retrieval); Citation; Scope (computer science); Journal ranking; Relevance (law); Tourism; Hospitality; Citation analysis; Productivity; Quality (philosophy); Marketing; Business; Computer science; Public relations; Data science; Sociology; Political science; Information retrieval; World Wide Web; Economics; Economic growth","score_opus":0.030914834924518773,"score_gpt":0.28723447399470914,"score_spread":0.25631963907019034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049704103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9124467,0.003628975,0.0032766399,0.004772466,0.00048501504,0.0003774707,4.9404116e-7,0.00007926465,0.074932985],"genre_scores_gemma":[0.9958735,0.00072217133,0.0016866535,0.00024837157,0.0011332402,0.00001224887,0.000004983694,0.00002156278,0.00029726565],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986716,0.000010513797,0.0004937468,0.00028568224,0.00026161966,0.00027687286],"domain_scores_gemma":[0.99925643,0.000049501334,0.00035223743,0.00020865061,0.00011192036,0.000021251002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016512228,0.00017233839,0.0002147964,0.0006205924,0.00026304735,0.00015454524,0.00014532609,0.000060162103,0.00004345058],"category_scores_gemma":[0.00003946931,0.00017268931,0.000038063834,0.0003269588,0.000075075084,0.00086458935,0.0006141036,0.00015655792,0.000008726957],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006175918,0.0003327456,0.009038772,0.0017902412,0.00024379087,0.00013321353,0.004068965,0.000023708146,0.00024536846,0.1847073,0.0047525805,0.79460156],"study_design_scores_gemma":[0.0016334333,0.00005677704,0.84366786,0.0010492455,0.00021559976,0.000013992004,0.021601865,0.00071157975,0.00019005616,0.103926614,0.026248325,0.00068463915],"about_ca_topic_score_codex":0.00006230835,"about_ca_topic_score_gemma":0.000034376168,"teacher_disagreement_score":0.8346291,"about_ca_system_score_codex":0.000022182274,"about_ca_system_score_gemma":0.0000048907573,"threshold_uncertainty_score":0.7042066},"labels":[],"label_agreement":null},{"id":"W2060228568","doi":"10.5539/ibr.v8n3p133","title":"The Review of Human Resource Strategies Applying in Hospitality Industry in South California","year":2015,"lang":"en","type":"article","venue":"International Business Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hospitality; Salary; Hospitality industry; Cruise; Renting; Business; Wage; Marketing; Globalization; Human resources; Human resource management; Economic shortage; Industrial organization; Labour economics; Economics; Management; Tourism; Market economy; Engineering; Geography; Government (linguistics)","score_opus":0.10375874546502298,"score_gpt":0.38727463142632984,"score_spread":0.28351588596130683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060228568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9309811,0.0013300508,0.000014039453,0.0114238355,0.00024620356,0.0005115479,0.0000059055455,0.000018214823,0.055469114],"genre_scores_gemma":[0.99872684,0.000115942144,0.00000903337,0.00022792783,0.00054681493,0.00012658596,0.00006199017,0.000011626141,0.00017324198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980363,0.00007703236,0.00045817855,0.00021153713,0.00095000665,0.00026689694],"domain_scores_gemma":[0.99829817,0.00010176192,0.00016042881,0.00024116664,0.0011826885,0.000015799453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004231107,0.000096112744,0.000155477,0.0004057169,0.00010679404,0.0002846163,0.0006266432,0.0001320844,0.00006287966],"category_scores_gemma":[0.0015977303,0.00007667807,0.000029477676,0.0014234709,0.00018086225,0.0006935534,0.00027189596,0.0007320166,0.00006098378],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101879086,0.0005336101,0.9203891,0.0027473925,0.00003190498,0.000036167898,0.0009398265,0.0003238239,0.000062904845,0.053825404,0.014739958,0.006268036],"study_design_scores_gemma":[0.0007477102,0.000009958087,0.8285524,0.003973241,0.0000049266405,0.0000010330859,0.014510194,0.00023147823,0.00001857606,0.029462354,0.12226061,0.00022747705],"about_ca_topic_score_codex":0.0046909866,"about_ca_topic_score_gemma":0.0005209163,"teacher_disagreement_score":0.107520655,"about_ca_system_score_codex":0.00014463783,"about_ca_system_score_gemma":0.00020803849,"threshold_uncertainty_score":0.70914},"labels":[],"label_agreement":null},{"id":"W2063746793","doi":"10.4000/vertigo.11676","title":"Intégration des principes de développement durable au collégial : Le cas du programme de Techniques de tourisme","year":2013,"lang":"fr","type":"article","venue":"VertigO","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.017251990843904327,"score_gpt":0.25000674608178486,"score_spread":0.23275475523788053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063746793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9337008,0.00048015648,0.0149650425,0.043561276,0.0005082501,0.00092146394,0.0000015658522,0.00022990005,0.0056315446],"genre_scores_gemma":[0.9692739,0.00028434975,0.022439055,0.00094427174,0.0025883275,0.0005181399,0.000032221058,0.000044161403,0.0038755392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802274,0.000068771704,0.00038380135,0.00029987382,0.00021285273,0.0010119483],"domain_scores_gemma":[0.99913555,0.000039901497,0.00020069382,0.00022797324,0.0003017764,0.00009408039],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00088865997,0.00025595885,0.00020330543,0.00020262992,0.0006519501,0.0008255847,0.00024306029,0.00023578641,0.00033353682],"category_scores_gemma":[0.0004150172,0.00028050842,0.0000997447,0.00048459752,0.00016764083,0.0018686294,0.00012559576,0.00019821772,0.00017090174],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003750958,0.0011595646,0.7772635,0.0009827324,0.000091408656,0.0000263676,0.0054521654,0.0000453054,0.0023492388,0.019966757,0.07521955,0.11740589],"study_design_scores_gemma":[0.0005143483,0.00008999872,0.6814686,0.00038375068,0.00010612864,0.000015216463,0.0013697514,0.003442698,0.016385965,0.03802072,0.25765908,0.0005437156],"about_ca_topic_score_codex":0.039949857,"about_ca_topic_score_gemma":0.004342275,"teacher_disagreement_score":0.18243954,"about_ca_system_score_codex":0.0017493846,"about_ca_system_score_gemma":0.0008735481,"threshold_uncertainty_score":0.9999647},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.06241888684933472,"score_gpt":0.32119182626981163,"score_spread":0.2587729394204769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069920214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9697835,0.00030553236,0.0007826329,0.0064216196,0.0013249302,0.0004467695,0.000010719779,0.000058541686,0.02086579],"genre_scores_gemma":[0.9949894,0.000042789165,0.0006277533,0.0013012417,0.0025649797,0.000023005947,0.000032609856,0.000030376801,0.0003878212],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99709934,0.00005733334,0.0013097029,0.00036719695,0.00089587516,0.0002705353],"domain_scores_gemma":[0.99688137,0.00012367689,0.0017641163,0.00026828703,0.00090614805,0.000056404166],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024878844,0.00027599797,0.00044203797,0.00041620492,0.00038067234,0.0003767396,0.0006795381,0.0001737384,0.000035045454],"category_scores_gemma":[0.00034222633,0.00027471813,0.0002624414,0.00019008364,0.00019635534,0.0026578957,0.00027649614,0.00043799297,0.000005869711],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028652055,0.00071844104,0.91798294,0.0003193891,0.0009416599,0.00024341187,0.0011661183,0.000032076285,0.000050695293,0.056714047,0.0140308365,0.0075138565],"study_design_scores_gemma":[0.0023500312,0.00011279012,0.90130955,0.00024439438,0.000078109144,0.000028820112,0.0053777443,0.0000356217,0.000051493167,0.015461703,0.0744712,0.00047856796],"about_ca_topic_score_codex":0.00037620083,"about_ca_topic_score_gemma":0.000008223223,"teacher_disagreement_score":0.060440365,"about_ca_system_score_codex":0.00011285686,"about_ca_system_score_gemma":0.000053342897,"threshold_uncertainty_score":0.9999705},"labels":[],"label_agreement":null},{"id":"W2082264379","doi":"10.1108/17554211311314128","title":"Challenges and innovations in hotel operations in Canada","year":2013,"lang":"en","type":"article","venue":"Worldwide Hospitality and Tourism Themes","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Algonquin College; Golder Associates (Canada)","funders":"","keywords":"Tourism; Hospitality industry; Originality; Context (archaeology); Hospitality; Marketing; Workforce; Value (mathematics); Hospitality management studies; Business; Theme (computing); Hotel industry; Public relations; Management; Sociology; Political science; Computer science; Economics; Qualitative research","score_opus":0.015530631274400093,"score_gpt":0.2102663051418457,"score_spread":0.19473567386744559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082264379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96476656,0.0017502598,0.0000057815396,0.02192376,0.000176013,0.00034753093,0.000001774754,0.000023309149,0.011004982],"genre_scores_gemma":[0.9977826,0.00039944734,0.00011479658,0.001167068,0.00025025028,0.000101383994,0.000017071805,0.0000122768715,0.00015512436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897075,0.000017475395,0.00032745942,0.00029135295,0.00013740615,0.00025557776],"domain_scores_gemma":[0.99960595,0.00005293926,0.000063076186,0.00018320119,0.000074328935,0.00002052084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023347243,0.00015722052,0.00019962236,0.00024858653,0.00010797306,0.00017811841,0.000108663786,0.000051596264,0.00007935992],"category_scores_gemma":[0.00010401816,0.0001541384,0.00001529515,0.0003785722,0.000057040143,0.0012485544,0.000092557486,0.00016916677,0.000013859954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008937582,0.00036289386,0.6433407,0.00028884478,0.000034844692,0.000026925913,0.0028805332,0.000091055044,0.000033520682,0.22957666,0.0045984224,0.11875663],"study_design_scores_gemma":[0.0002964006,0.0000043870164,0.9549596,0.000049485272,0.0000051989446,7.749901e-7,0.0051952368,0.00059455866,0.000006779357,0.03600399,0.0026729137,0.00021068075],"about_ca_topic_score_codex":0.8629473,"about_ca_topic_score_gemma":0.9269335,"teacher_disagreement_score":0.31161886,"about_ca_system_score_codex":0.000073935145,"about_ca_system_score_gemma":0.0001101018,"threshold_uncertainty_score":0.62855816},"labels":[],"label_agreement":null},{"id":"W2088317755","doi":"10.1177/14687976020023004","title":"A survey of doctoral theses accepted by universities in the UK and Ireland for studies related to tourism, 1990-1999","year":2002,"lang":"en","type":"article","venue":"Tourist Studies","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Quarter (Canadian coin); Visitor pattern; Subject (documents); Sociology; Library science; Social science; Media studies; Geography","score_opus":0.07021148642711669,"score_gpt":0.30538346872350475,"score_spread":0.23517198229638805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088317755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819094,0.010695542,0.0000037320972,0.005257549,0.00022109834,0.00042979684,0.000027162778,0.000027275266,0.0014284259],"genre_scores_gemma":[0.99769515,0.0006987284,0.000026427202,0.00046338318,0.00015102781,0.000038880495,0.000020584182,0.00001070897,0.0008951051],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99908346,0.000048337748,0.00028039192,0.00021217644,0.00016006539,0.00021557341],"domain_scores_gemma":[0.9989019,0.0005332921,0.00015869093,0.000155091,0.00024265057,0.000008384617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006900572,0.00016672314,0.00034132664,0.00016059553,0.00027670752,0.00007021572,0.00017666418,0.000045471417,0.000039416558],"category_scores_gemma":[0.00044476346,0.00011973636,0.000042211395,0.00046939953,0.00018506858,0.00031136302,0.00013982918,0.00007981752,0.00000937397],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010834538,0.0002730426,0.2226348,0.0004193915,0.0005439234,0.000009696138,0.03408386,0.000019787845,0.000011861746,0.0018147335,0.7375516,0.0025288998],"study_design_scores_gemma":[0.0018043619,0.00016941484,0.79869795,0.00023565738,0.00022266609,0.0000012264718,0.14698814,0.00018288665,0.00002763657,0.0033595462,0.047724657,0.0005858919],"about_ca_topic_score_codex":0.004048214,"about_ca_topic_score_gemma":0.0017051274,"teacher_disagreement_score":0.68982697,"about_ca_system_score_codex":0.000036814454,"about_ca_system_score_gemma":0.000006651525,"threshold_uncertainty_score":0.6119715},"labels":[],"label_agreement":null},{"id":"W2090228622","doi":"10.3727/108354206776162796","title":"THE MATURATION OF TOURISM RESEARCH: EVIDENCE FROM A CONTENT ANALYSIS","year":2006,"lang":"en","type":"article","venue":"Tourism Analysis","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Tourism; Content analysis; Content (measure theory); Advertising; Business; Political science; Sociology; Social science; Mathematics","score_opus":0.09639868191781784,"score_gpt":0.3164324450268355,"score_spread":0.22003376310901765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090228622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98458993,0.001279433,0.004233545,0.0067489333,0.00016040936,0.00021336383,0.000009449895,0.00005305689,0.0027118607],"genre_scores_gemma":[0.9960115,0.0000943183,0.00022301808,0.00010850899,0.0017011989,0.00003326906,0.00021544955,0.000011710945,0.0016010483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975822,0.000118010976,0.0006573695,0.00040111446,0.0008893544,0.00035197835],"domain_scores_gemma":[0.9973241,0.0005985016,0.0005007768,0.0007734677,0.0007849039,0.00001823193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020585365,0.00016517706,0.00042180225,0.0012114785,0.00055453175,0.00055448763,0.00051321374,0.000099186735,0.00039023196],"category_scores_gemma":[0.00044165284,0.00012158246,0.00055822806,0.006968857,0.00016978823,0.0009437434,0.00013525928,0.00021528297,0.00012812865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043777566,0.0010061593,0.78228587,0.00012448427,0.017546052,0.00006385176,0.00108866,0.011588178,0.0031346434,0.0261128,0.14619924,0.010412286],"study_design_scores_gemma":[0.00016854762,0.00000879997,0.94950926,0.000027557582,0.006798695,6.435602e-8,0.0010814592,0.02170789,0.0002974184,0.013254728,0.0069220443,0.00022353191],"about_ca_topic_score_codex":0.12360133,"about_ca_topic_score_gemma":0.010412439,"teacher_disagreement_score":0.1672234,"about_ca_system_score_codex":0.00005733563,"about_ca_system_score_gemma":0.000033001943,"threshold_uncertainty_score":0.8822347},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.034761355553577705,"score_gpt":0.27548386628222576,"score_spread":0.24072251072864806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094105155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6139692,0.0015264788,0.00018171594,0.010994374,0.0015904173,0.00034355343,0.000002932276,0.000040598377,0.3713507],"genre_scores_gemma":[0.99680346,0.00012272323,0.00015539897,0.0012924041,0.0010381364,0.000015455467,0.0000212414,0.000024831306,0.0005263723],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742115,0.00009745637,0.0009095818,0.00030610495,0.0010089405,0.0002567532],"domain_scores_gemma":[0.99835736,0.00004126184,0.00087441894,0.00029074313,0.0003971329,0.00003909853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002316024,0.00024197747,0.0003379966,0.00037509447,0.000080817816,0.0002762789,0.00077188207,0.00008131025,0.00010856074],"category_scores_gemma":[0.00012274674,0.0002414281,0.00022228126,0.00024853184,0.00007212709,0.0018349356,0.00015987395,0.00026815932,0.00004105981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014344914,0.0019001893,0.14657973,0.00019352719,0.0006132958,0.0007402339,0.00052155793,0.000075388976,0.000014523781,0.8027503,0.03584803,0.010619783],"study_design_scores_gemma":[0.0021082244,0.000054357282,0.28511813,0.00026628232,0.000035357818,0.000010697641,0.003773983,0.000013651911,0.000036875925,0.06054239,0.64768016,0.0003599033],"about_ca_topic_score_codex":0.00019908739,"about_ca_topic_score_gemma":0.000038889128,"teacher_disagreement_score":0.7422079,"about_ca_system_score_codex":0.00018821914,"about_ca_system_score_gemma":0.00005101798,"threshold_uncertainty_score":0.98451525},"labels":[],"label_agreement":null},{"id":"W2095151834","doi":"10.1016/j.annals.2004.10.011","title":"Human resources development in china","year":2005,"lang":"en","type":"article","venue":"Annals of Tourism Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":160,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"China; Human capital; Political science; Hospitality; Ideology; Human resources; Tourism; Humanities; Economy; Economic growth; Economics; Politics","score_opus":0.12605220574197137,"score_gpt":0.3962664232804609,"score_spread":0.2702142175384895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095151834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9214033,0.00018355917,0.0000025353886,0.01701972,0.000042656357,0.00016783235,3.0322187e-7,0.000022313945,0.06115779],"genre_scores_gemma":[0.99621975,0.00002051664,0.00021480912,0.0003470872,0.0013733568,0.000024620234,0.000008804131,0.0000142244435,0.0017768224],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99835205,0.000039422728,0.00034716158,0.00021994559,0.00060230907,0.00043908355],"domain_scores_gemma":[0.99935496,0.00003241694,0.00009403152,0.00023570849,0.00026344648,0.000019424842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027849684,0.00009440472,0.00015193631,0.000764724,0.00021681575,0.00012759509,0.00036921093,0.00007281237,0.00041075607],"category_scores_gemma":[0.00018605743,0.00009189749,0.000042980766,0.0006673858,0.00008980438,0.00064717844,0.00019662126,0.00028784748,0.00033414914],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118217686,0.0031068078,0.12193012,0.00077854114,0.000088056615,0.00006867258,0.008909558,0.0002041899,0.0013902808,0.050350655,0.6279142,0.18514071],"study_design_scores_gemma":[0.0002116976,0.000014051405,0.53602827,0.00008333985,0.0000011520025,1.9579306e-7,0.00031620907,0.000064811466,0.0015480764,0.008341033,0.45325702,0.00013418379],"about_ca_topic_score_codex":0.0026495168,"about_ca_topic_score_gemma":0.0004966812,"teacher_disagreement_score":0.4140981,"about_ca_system_score_codex":0.00002093675,"about_ca_system_score_gemma":0.000044208733,"threshold_uncertainty_score":0.44974908},"labels":[],"label_agreement":null},{"id":"W2096773495","doi":"10.1108/17554211311314155","title":"The Canadian hotel industry: innovative solutions to secure the industry's future","year":2013,"lang":"en","type":"article","venue":"Worldwide Hospitality and Tourism Themes","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Viewpoints; Tourism; Originality; Hospitality industry; Hospitality; Marketing; Destinations; Value (mathematics); Reading (process); Business; Key (lock); Public relations; Sociology; Computer science; Political science; Qualitative research","score_opus":0.011887336927547365,"score_gpt":0.22190510456470863,"score_spread":0.21001776763716126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096773495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67291766,0.00050753506,0.000013608152,0.29804987,0.0011631447,0.0009405971,0.000013269544,0.000085645144,0.026308684],"genre_scores_gemma":[0.98168206,0.000022054199,0.000048827096,0.011063471,0.004226785,0.00022503723,0.000026971447,0.000028273415,0.0026765098],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981693,0.000048646347,0.0003493881,0.0003749517,0.00032791993,0.0007298123],"domain_scores_gemma":[0.9985753,0.000101475474,0.00019693282,0.00055807724,0.00045935856,0.00010884781],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00074005546,0.00029925015,0.0002027735,0.00019413939,0.0028833474,0.0016419598,0.0005770429,0.0004663514,0.0002966302],"category_scores_gemma":[0.000267298,0.00018795017,0.00006821046,0.0014990522,0.00030589508,0.0010221401,0.00025047144,0.0013856688,0.00027287772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010280917,0.0001011437,0.046698127,0.000033058583,0.00014093789,0.0000071968807,0.0026435403,0.000014228635,0.000005701141,0.37964088,0.533096,0.03760892],"study_design_scores_gemma":[0.000148592,0.000012524986,0.40714753,0.000028795084,0.00002670555,0.0000016520022,0.011026497,0.000046036843,0.000008236908,0.05447943,0.52676195,0.0003120182],"about_ca_topic_score_codex":0.19430035,"about_ca_topic_score_gemma":0.13737641,"teacher_disagreement_score":0.3604494,"about_ca_system_score_codex":0.000100230965,"about_ca_system_score_gemma":0.00020094495,"threshold_uncertainty_score":0.9993944},"labels":[],"label_agreement":null},{"id":"W2099664689","doi":"10.1108/09596110310488212","title":"Strategic issues faced by Ontario hotels","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":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Business; Marketing; Purchasing; Government (linguistics); Hospitality industry; Public relations; Tourism","score_opus":0.028065810835379068,"score_gpt":0.2623085300314121,"score_spread":0.234242719196033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099664689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74947184,0.00069388916,0.00070041494,0.0055105845,0.0036335776,0.00030209994,0.0000053882654,0.000040861538,0.23964135],"genre_scores_gemma":[0.993491,0.000053971118,0.00035196115,0.0014259531,0.00067173486,0.0000085782885,0.00004432117,0.000020604255,0.003931858],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776226,0.000038536564,0.00082814926,0.00024312738,0.0009138168,0.00021412378],"domain_scores_gemma":[0.9982665,0.000020867972,0.0008590847,0.00022480666,0.00059169665,0.000037010563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009848359,0.00023473591,0.00029161703,0.00032220373,0.00008100875,0.0005816143,0.000688909,0.000069835376,0.00065037364],"category_scores_gemma":[0.00004912017,0.0002226377,0.00021350388,0.00018053193,0.000060325685,0.002252018,0.000091392685,0.00022780255,0.00011369801],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027757182,0.0023652732,0.13565156,0.00016686437,0.0021500222,0.00059629575,0.0010238906,0.000116564006,0.00013117302,0.56303513,0.29072404,0.003761635],"study_design_scores_gemma":[0.0018634736,0.00008026656,0.026949724,0.00013168511,0.000070017915,0.000011898867,0.003512345,0.00002209249,0.00020582275,0.08101805,0.8856882,0.00044642508],"about_ca_topic_score_codex":0.004415666,"about_ca_topic_score_gemma":0.00026314598,"teacher_disagreement_score":0.59496415,"about_ca_system_score_codex":0.00022036396,"about_ca_system_score_gemma":0.00011828716,"threshold_uncertainty_score":0.90789014},"labels":[],"label_agreement":null},{"id":"W2103689555","doi":"10.5539/hes.v3n4p60","title":"Hospitality Major Vocational High School Students’ Expectations on University Education","year":2013,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hospitality; Employability; Vocational education; Internship; Curriculum; Hospitality management studies; Hospitality industry; Context (archaeology); Medical education; Quality (philosophy); Pedagogy; Foreign language; Psychology; Sociology; Public relations; Tourism; Political science; Medicine; Geography","score_opus":0.021515891625378463,"score_gpt":0.28850943474275936,"score_spread":0.2669935431173809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103689555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9515695,0.0004708205,0.0000129261825,0.020728525,0.0052451766,0.00060807075,0.0000031490997,0.00016002388,0.0212018],"genre_scores_gemma":[0.9647411,0.000033531705,0.00033903433,0.0035204217,0.0030071193,0.0002582859,0.00017510769,0.000021952032,0.027903413],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9985965,0.000034860408,0.00028711837,0.00042175394,0.0004292429,0.00023052048],"domain_scores_gemma":[0.99789256,0.00007241189,0.00027913804,0.0003748161,0.0013369846,0.00004406992],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014075567,0.00022862045,0.00019823588,0.000368924,0.00057330675,0.0003271074,0.00031919024,0.00007345118,0.0016673047],"category_scores_gemma":[0.0000850085,0.00023317683,0.000075733915,0.0006671205,0.00010465702,0.0018043984,0.000106100444,0.00014038225,0.005197344],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014831478,0.0026072764,0.15758851,0.00011706098,0.00018030552,2.643438e-7,0.00046113358,0.0000058230726,0.000019989737,0.37709907,0.45817807,0.003727661],"study_design_scores_gemma":[0.00023090291,0.000012869693,0.8779599,0.000053193624,0.000061966464,2.1252082e-7,0.021683874,0.00000131952,0.000007771546,0.015793871,0.08393692,0.00025721616],"about_ca_topic_score_codex":0.0023667233,"about_ca_topic_score_gemma":0.000033986787,"teacher_disagreement_score":0.72037137,"about_ca_system_score_codex":0.0003273819,"about_ca_system_score_gemma":0.00031688806,"threshold_uncertainty_score":0.9992453},"labels":[],"label_agreement":null},{"id":"W2106335653","doi":"10.5539/ijms.v3n3p194","title":"On the Lagging Legislation of China Tourism","year":2011,"lang":"en","type":"article","venue":"International Journal of Marketing Studies","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Lagging; Legislation; Tourism; China; Business; Obstacle; Marketing; Law; Political science","score_opus":0.03745736659439874,"score_gpt":0.27190447505322596,"score_spread":0.2344471084588272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106335653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9538629,0.00023548047,0.000116585485,0.005910511,0.0019004107,0.000047721955,4.9808796e-7,0.000008377908,0.03791751],"genre_scores_gemma":[0.9977603,0.00008620958,0.00018786897,0.00037789103,0.0014820497,0.0000014939822,6.1969206e-7,0.000006315194,0.000097233125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99910045,0.000045617355,0.000350893,0.00006181748,0.00036711624,0.0000740889],"domain_scores_gemma":[0.99813527,0.00037935263,0.00077691796,0.00006701495,0.00063768035,0.000003775022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024942588,0.000072997726,0.000119992976,0.00018191036,0.00008132207,0.000042916883,0.00027670336,0.000018571114,0.0001332416],"category_scores_gemma":[0.0029089504,0.00004781731,0.00008678241,0.000090338406,0.00005387756,0.00042226136,0.00007229576,0.000116309806,0.000009613655],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003947628,0.0018061041,0.25407225,0.00036345457,0.004972756,0.0001827421,0.0238151,0.00045353596,0.0007365117,0.3763594,0.22226219,0.111028306],"study_design_scores_gemma":[0.0006122264,0.00004936531,0.9160422,0.00092669914,0.000093166076,0.000012664845,0.0049214507,0.00027593694,0.00037561974,0.065269396,0.011232313,0.00018896557],"about_ca_topic_score_codex":0.00006107646,"about_ca_topic_score_gemma":0.000005903039,"teacher_disagreement_score":0.66196996,"about_ca_system_score_codex":0.000027182554,"about_ca_system_score_gemma":0.000013314317,"threshold_uncertainty_score":0.34824955},"labels":[],"label_agreement":null},{"id":"W2109872183","doi":"10.1080/13032917.2014.930773","title":"The tourism education futures initiative","year":2014,"lang":"en","type":"article","venue":"Anatolia","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Futures contract; Tourism; Business; Political science; Regional science; Geography; Finance","score_opus":0.0077417437884506534,"score_gpt":0.22667697918526106,"score_spread":0.2189352353968104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109872183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6667626,0.0003084967,0.00021244287,0.023007743,0.0031808037,0.0002070118,4.328113e-7,0.000109461784,0.306211],"genre_scores_gemma":[0.99000365,0.000017333414,0.000032663545,0.0051956074,0.0039517577,0.00002493877,0.000017243094,0.0000092188875,0.0007476141],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994996,0.00001300629,0.00011431225,0.000116050054,0.000116441115,0.00014055394],"domain_scores_gemma":[0.99954474,0.000046259553,0.0001014747,0.00018147714,0.000118078606,0.000007995786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002390244,0.00007499792,0.000059974263,0.000056601555,0.00044749104,0.00025528748,0.0001618083,0.00003811976,0.000068083355],"category_scores_gemma":[0.00016648493,0.000054250046,0.000035298282,0.00018373801,0.00003835984,0.00049677526,0.00003394973,0.000081152735,0.0005139172],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004541446,0.00006504655,0.0051384876,0.000018447186,0.0000113581345,3.035764e-7,0.00018792412,0.0000013438129,0.0000043290097,0.5857665,0.31016758,0.09863415],"study_design_scores_gemma":[0.00006781807,0.0000030252204,0.077536315,0.000009568432,0.000010727238,3.0770178e-7,0.0009603629,0.00021195631,0.00002853542,0.09648609,0.8245947,0.000090585294],"about_ca_topic_score_codex":0.0005770653,"about_ca_topic_score_gemma":0.00016861664,"teacher_disagreement_score":0.5144271,"about_ca_system_score_codex":0.000012436334,"about_ca_system_score_gemma":0.00003704252,"threshold_uncertainty_score":0.6605537},"labels":[],"label_agreement":null},{"id":"W2114586875","doi":"10.5539/ass.v6n1p80","title":"The Study of Factors Contributing to Chef Turnover in Hotels in Klang Valley, Malaysia","year":2009,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tourism; Scope (computer science); Business; Tertiary sector of the economy; Marketing; Product (mathematics); Service (business); Work (physics); Hotel industry; Hospitality industry; Turnover; Developing country; Economic growth; Economics; Management; Geography; Engineering","score_opus":0.01327068500398742,"score_gpt":0.27234059663178717,"score_spread":0.25906991162779974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114586875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732564,0.0000041986873,0.0000069615344,0.0019924832,0.00014171106,0.00027309393,2.2752258e-7,0.000009755922,0.024315165],"genre_scores_gemma":[0.99957985,2.8918853e-7,0.000003910807,0.0001808557,0.00020981136,0.0000036711617,5.881911e-7,0.0000022473967,0.000018765502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904853,0.000012433889,0.00018497091,0.00015817085,0.00028018962,0.0003157072],"domain_scores_gemma":[0.99972105,0.000023283146,0.00010013967,0.000084570376,0.00006160988,0.000009365708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011560328,0.00006201453,0.00010141136,0.00012652786,0.00030716587,0.00016707019,0.00031697034,0.000025006917,0.000007796322],"category_scores_gemma":[0.00024303219,0.000048484955,0.00001907214,0.0014988537,0.00006528322,0.0005347722,0.000056284232,0.00008504124,0.000009250428],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017608507,0.0005322496,0.89236116,0.0000065379513,0.000003386251,0.0000039846723,0.0353495,0.000016156258,0.00060420745,0.016231243,0.00014893654,0.05472502],"study_design_scores_gemma":[0.0001813195,0.000013410796,0.97882766,0.000008211588,0.0000019079314,2.0249157e-8,0.01901877,0.000019089264,0.000030428493,0.001493156,0.0003446026,0.000061439525],"about_ca_topic_score_codex":0.0013795283,"about_ca_topic_score_gemma":0.0007321446,"teacher_disagreement_score":0.08646648,"about_ca_system_score_codex":0.00006536366,"about_ca_system_score_gemma":0.000031590534,"threshold_uncertainty_score":0.23625027},"labels":[],"label_agreement":null},{"id":"W213343766","doi":"","title":"Conformity of Tourism Education and Constructing Innovative Education Patterns/CONFORMITE DE L'EDUCATION DE TOURISME ET CONSTRUCTION DES MODELES DE L'EDUCATION INNOVATIVE","year":2007,"lang":"en","type":"article","venue":"Canadian social science","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Conformity; Tourism; Value (mathematics); Sociology; Humanities; Pedagogy; Political science; Philosophy; Law","score_opus":0.010864688613972148,"score_gpt":0.2754469538293907,"score_spread":0.26458226521541856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W213343766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91919357,0.00006899688,0.0024415639,0.00085187034,0.0008527224,0.00037089357,0.000009714567,0.00003128932,0.076179355],"genre_scores_gemma":[0.9913572,0.000015211418,0.0043373443,0.00293015,0.0010972588,0.00004422646,0.00008879956,0.000015343017,0.000114440365],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984178,0.000030250018,0.00043330813,0.00031308143,0.0002518539,0.00055368786],"domain_scores_gemma":[0.99707305,0.000043133234,0.0005592804,0.00014361428,0.0020506037,0.00013031898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019559136,0.00018505698,0.0001747133,0.0011594336,0.00079879403,0.0003429462,0.0002454579,0.00015892308,0.00003294573],"category_scores_gemma":[0.00063635496,0.00022251774,0.000029296581,0.0028958912,0.0009438021,0.0026216174,0.00004290266,0.00023553659,0.0000029617486],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000539281,0.00012390665,0.35592175,0.000120994664,0.0000058111245,1.957932e-7,0.005781048,0.0000012108501,0.00045482317,0.24423304,0.00049197854,0.39285985],"study_design_scores_gemma":[0.00020752924,0.000019749476,0.7782354,0.00025570256,0.00003293264,0.000032518383,0.1604158,0.0001639124,0.001935516,0.04928161,0.008938979,0.00048038442],"about_ca_topic_score_codex":0.10113117,"about_ca_topic_score_gemma":0.009447575,"teacher_disagreement_score":0.4223136,"about_ca_system_score_codex":0.0015027778,"about_ca_system_score_gemma":0.021483628,"threshold_uncertainty_score":0.9840636},"labels":[],"label_agreement":null},{"id":"W2139199771","doi":"10.1016/j.tourman.2011.07.009","title":"Migrant workers: Challenges and opportunities in addressing tourism labour shortages","year":2011,"lang":"en","type":"article","venue":"Tourism Management","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":148,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Tourism; Government (linguistics); Migrant workers; Economic shortage; Business; Economic growth; Hotel industry; Labour economics; Economics; Political science","score_opus":0.11317949957710766,"score_gpt":0.25535946386643305,"score_spread":0.1421799642893254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139199771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77767944,0.0067655803,0.000085996486,0.0057493644,0.0006172311,0.00057190284,0.0000016590592,0.00021645126,0.20831236],"genre_scores_gemma":[0.9910061,0.0028162494,0.00071450055,0.0010586295,0.0008342703,0.00009973749,0.000014247878,0.000041684827,0.0034145848],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984251,0.000028276321,0.0003783057,0.00044050746,0.00027640274,0.00045139092],"domain_scores_gemma":[0.99936706,0.000020357491,0.00017840555,0.00035106725,0.000049544913,0.000033558426],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006596572,0.00027756693,0.00027118175,0.00056458294,0.0001474391,0.00020512672,0.00027386978,0.000097615855,0.00033459713],"category_scores_gemma":[0.000014745983,0.0002774373,0.000058746395,0.00018256975,0.00008842895,0.0011689307,0.00028374963,0.00017294107,0.0000767064],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012220825,0.0010878148,0.01989612,0.002538611,0.0002627633,0.0018814782,0.010513932,0.000010523448,0.000005972906,0.2240535,0.029805845,0.7098212],"study_design_scores_gemma":[0.00087324705,0.000025276888,0.691614,0.0005746463,0.00010542576,0.0000032064227,0.020992879,0.00014250872,0.000013762592,0.034904037,0.25005537,0.00069569936],"about_ca_topic_score_codex":0.001569522,"about_ca_topic_score_gemma":0.0002717743,"teacher_disagreement_score":0.7091255,"about_ca_system_score_codex":0.000031535645,"about_ca_system_score_gemma":0.000010173136,"threshold_uncertainty_score":0.99996775},"labels":[],"label_agreement":null},{"id":"W2139483709","doi":"10.1177/0047287512475220","title":"The Ethics of Excellence in Tourism Research","year":2013,"lang":"en","type":"article","venue":"Journal of Travel Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University; Brock University","funders":"","keywords":"Excellence; Utilitarianism; Tourism; Field (mathematics); Audit; Sociology; Epistemology; Public relations; Work (physics); Political science; Management; Economics; Law; Philosophy; Engineering","score_opus":0.20060241377980806,"score_gpt":0.42963271729077107,"score_spread":0.229030303510963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139483709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91475904,0.00063182245,0.00004594889,0.05998607,0.00035411248,0.00030334102,2.1825021e-7,0.0000024078095,0.023917053],"genre_scores_gemma":[0.99697715,0.000544764,0.00009129357,0.000066322515,0.0011635055,0.000010568345,3.2330175e-7,0.000010220736,0.0011358776],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9966715,0.0003191554,0.0005305698,0.00010868378,0.0019135956,0.00045646972],"domain_scores_gemma":[0.99414337,0.0019946664,0.000206967,0.0002417368,0.0033857152,0.000027533864],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.024752565,0.000063316416,0.00015195692,0.0007606934,0.00037335776,0.00033847193,0.00077456253,0.00011866523,0.0001560883],"category_scores_gemma":[0.0050479206,0.000042034895,0.000064972024,0.0011810033,0.0003785584,0.00081076706,0.00016050319,0.0024065606,0.0001592092],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045067922,0.0021012228,0.057958025,0.0013305601,0.00012657391,0.00012981943,0.011051486,0.000101725935,0.013655352,0.15721431,0.64017737,0.1157029],"study_design_scores_gemma":[0.00093524816,0.00020188201,0.56934446,0.0006278212,0.000007683622,0.000009645337,0.030801296,0.0010215512,0.0015625457,0.3036074,0.09168809,0.00019237709],"about_ca_topic_score_codex":0.0040207114,"about_ca_topic_score_gemma":0.00015588161,"teacher_disagreement_score":0.5484893,"about_ca_system_score_codex":0.00006817802,"about_ca_system_score_gemma":0.0003386972,"threshold_uncertainty_score":0.9998949},"labels":[],"label_agreement":null},{"id":"W215930248","doi":"","title":"MANAGEMENT COMPETENCIES:ARE THEY RELATED TO HOTEL PERFORMANCE?","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Index (typography); Business; Marketing; Performance management; Performance measurement; Hotel management; Operations management; Engineering; Computer science; Geography; Tourism","score_opus":0.005592022233554767,"score_gpt":0.20813319999484123,"score_spread":0.20254117776128647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W215930248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95087206,0.00017760698,0.000092989634,0.004096936,0.00030013247,0.0001760618,1.17764344e-7,0.00007756145,0.044206534],"genre_scores_gemma":[0.9945733,0.00056410633,0.00006017994,0.0011835389,0.00052105,0.000004286776,0.00000614143,0.000015533942,0.0030718492],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979391,0.000009386672,0.00026880577,0.00018773359,0.00026825813,0.0013267111],"domain_scores_gemma":[0.9995627,0.000004492636,0.00015882224,0.00017474919,0.000075438016,0.000023842733],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00084424304,0.00015705757,0.00014363043,0.00025911914,0.00037878906,0.0002125978,0.00032436938,0.00005247606,0.00013769513],"category_scores_gemma":[0.000011710749,0.00014113744,0.00008178015,0.0003563209,0.000009747806,0.00074289425,0.000025272717,0.00070440216,0.00085984566],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019093946,0.00042293515,0.019738438,0.00004751582,0.00021613533,0.000023959088,0.0007374966,0.00062868017,0.0000930254,0.5794916,0.0011370913,0.3972722],"study_design_scores_gemma":[0.00094545103,0.00018227356,0.4164043,0.00012528009,0.00009661135,0.000070144946,0.007244896,0.00039824742,0.00002011075,0.54537445,0.028600221,0.0005379963],"about_ca_topic_score_codex":0.000056436365,"about_ca_topic_score_gemma":0.00012292703,"teacher_disagreement_score":0.3967342,"about_ca_system_score_codex":0.00024682324,"about_ca_system_score_gemma":0.00010652655,"threshold_uncertainty_score":0.9999181},"labels":[],"label_agreement":null},{"id":"W217293458","doi":"","title":"An Articulated Pan-Canadian Core Curriculum: Are We Dreaming in Colour? The Tourism Learning System. An Association of Canadian Community Colleges Sponsored Sectoral Case Study.","year":2001,"lang":"en","type":"article","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Tourism; Curriculum; Political science; Pedagogy; Sociology; Psychology; Law","score_opus":0.033174056667842906,"score_gpt":0.26096467594473804,"score_spread":0.22779061927689515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W217293458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954757,0.000013715467,0.0000020051987,0.0016211892,0.00024358532,0.0007721679,0.000006343544,0.00007691265,0.0017883951],"genre_scores_gemma":[0.9992028,0.0000034553984,0.000011948864,0.00022107469,0.00025826562,0.00003408311,0.00007498066,0.000022437951,0.00017097466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826145,0.0004429535,0.00040636497,0.00019873132,0.00023287107,0.0004576368],"domain_scores_gemma":[0.9987447,0.00010446942,0.00037235548,0.00035088725,0.00033294948,0.000094597024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019839033,0.00018301785,0.00027456693,0.0009018427,0.0010880105,0.00031371458,0.0002711229,0.00015089175,0.000095557916],"category_scores_gemma":[0.00021713128,0.00015955172,0.000043853994,0.0018157895,0.00003097436,0.00089210586,0.00002985325,0.0004773528,0.000017243798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000082591,0.00036001488,0.9934279,0.0000413289,0.000032447835,0.0006016135,0.003456687,0.000705492,0.000010683982,0.0004418262,0.00066227635,0.00025149767],"study_design_scores_gemma":[0.00048178103,0.000056128258,0.5997369,0.00006947701,0.000059753882,0.000034301494,0.3797575,0.017812204,0.000002657432,0.00003527124,0.0017430497,0.00021094581],"about_ca_topic_score_codex":0.99612427,"about_ca_topic_score_gemma":0.9990378,"teacher_disagreement_score":0.39369094,"about_ca_system_score_codex":0.00075402594,"about_ca_system_score_gemma":0.0002103861,"threshold_uncertainty_score":0.8368207},"labels":[],"label_agreement":null},{"id":"W21760461","doi":"10.1016/j.annals.2006.01.004","title":"The making of tourism research","year":2006,"lang":"en","type":"article","venue":"Annals of Tourism Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":294,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Annals; Humanities; Tourism; Sociology; Subject (documents); Sophistication; Political science; Library science; Social science; Geography; Philosophy","score_opus":0.2203711086484368,"score_gpt":0.446087147612053,"score_spread":0.2257160389636162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W21760461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7781282,0.0016453968,0.000027680617,0.053234037,0.00032465658,0.0005575999,0.0000040326277,0.000036521113,0.16604184],"genre_scores_gemma":[0.99250865,0.00014527676,0.00009284894,0.00017469557,0.0031800668,0.000043035878,0.000011636864,0.000030437954,0.0038133576],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99586976,0.00024394522,0.00059689966,0.00033074126,0.002003301,0.0009553339],"domain_scores_gemma":[0.99546087,0.00070271734,0.0002417598,0.0007202292,0.0028585691,0.000015863357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012437862,0.00013848623,0.00024339302,0.0008190936,0.00088953564,0.0003497362,0.0009938853,0.00014181888,0.00016825079],"category_scores_gemma":[0.0013086192,0.000107958695,0.0001478851,0.0017777083,0.00069740694,0.00064891344,0.00052453286,0.00071856176,0.00021189223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010444857,0.00039978354,0.005327326,0.00026727738,0.00003744707,0.000025651227,0.0001733827,0.000021868911,0.0006775868,0.10578787,0.8755928,0.011584556],"study_design_scores_gemma":[0.00032911208,0.000086833556,0.07693179,0.000244884,0.000008879404,0.0000011067375,0.0019773107,0.0003456572,0.004097669,0.32785255,0.58789074,0.00023347138],"about_ca_topic_score_codex":0.008567772,"about_ca_topic_score_gemma":0.00028556588,"teacher_disagreement_score":0.28770208,"about_ca_system_score_codex":0.00002277779,"about_ca_system_score_gemma":0.00013754806,"threshold_uncertainty_score":0.99803424},"labels":[],"label_agreement":null},{"id":"W218650194","doi":"10.1079/9781780648873.0128","title":"How to conduct personal interviews and focus groups.","year":2017,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Focus group; Interview; Context (archaeology); Focus (optics); Tourism; Coding (social sciences); Engineering ethics; Psychology; Sociology; Political science; Social science; Engineering; Geography","score_opus":0.05791245433814596,"score_gpt":0.25422963697285245,"score_spread":0.1963171826347065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W218650194","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038906431,0.00043479286,0.000046058252,0.0043712435,0.0010899005,0.00046188894,0.000010926608,0.000062882136,0.98963165],"genre_scores_gemma":[0.11110935,0.0000100804245,0.000032822307,0.0012365638,0.0041622864,0.000028352604,0.000035808174,0.000058050286,0.8833267],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990207,0.0000033815143,0.0001767905,0.00041322416,0.00017868598,0.00020722572],"domain_scores_gemma":[0.99916905,0.000013775282,0.00028766168,0.00037783923,0.00011712486,0.000034560897],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001975979,0.0003121407,0.0003491311,0.0001821933,0.00024395509,0.0010384754,0.00027229288,0.00021173104,0.00017666444],"category_scores_gemma":[0.000050410585,0.00029585362,0.00012758224,0.0000049855357,0.0001230209,0.0003422402,0.00024710945,0.00024761556,0.0003246439],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019649327,0.00001403317,0.00007479864,0.00046738418,0.00009783242,0.000040525116,0.0014010476,1.4185194e-8,0.00004622877,0.33663785,0.03415732,0.6270433],"study_design_scores_gemma":[0.00016262077,0.000013942761,0.00020735257,0.0002263471,0.000074556,0.0000036118843,0.00011433938,0.000004044412,0.000007828151,0.03374021,0.9650778,0.00036732433],"about_ca_topic_score_codex":0.00019495962,"about_ca_topic_score_gemma":0.0002503432,"teacher_disagreement_score":0.9309205,"about_ca_system_score_codex":0.00003385823,"about_ca_system_score_gemma":0.00003029039,"threshold_uncertainty_score":0.99999857},"labels":[],"label_agreement":null},{"id":"W2205132725","doi":"","title":"Theoretical Research On Specific Human Resources In Tourism. Features In Romania","year":2014,"lang":"en","type":"article","venue":"Annals of University of Craiova - Economic Sciences Series","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Vocational education; Government (linguistics); Human resources; Business; Economic shortage; Marketing; Public relations; Economic growth; Political science; Economics; Management","score_opus":0.0759546847710042,"score_gpt":0.3123261768550959,"score_spread":0.2363714920840917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205132725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8427072,0.000026789463,9.469949e-7,0.0056643593,0.000069144924,0.000065294465,0.0000011756141,0.0000066941902,0.15145837],"genre_scores_gemma":[0.9994735,0.000038170667,0.00005281395,0.000087979766,0.00015110952,1.8252972e-7,0.0000021031562,0.0000031386305,0.00019097],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991413,0.00006663763,0.00016484485,0.00024033435,0.00016767684,0.00021925548],"domain_scores_gemma":[0.99951375,0.00013578932,0.00012010469,0.00016026561,0.00005848413,0.000011636984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024894397,0.00007259845,0.00018233425,0.00066045247,0.00019617089,0.00007501779,0.00048718008,0.000054139968,0.0003375592],"category_scores_gemma":[0.000068992376,0.00007804176,0.000045602414,0.00033572756,0.0014780621,0.00090381777,0.00012111867,0.00011744939,0.000034768556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095018026,0.00008305512,0.011681763,0.000027633945,0.0000034387988,0.00000196839,0.000866286,0.00019582968,0.00006363235,0.98091716,0.0054634134,0.0006007809],"study_design_scores_gemma":[0.00036104355,0.00019840995,0.6725765,0.00013432292,0.0000025623854,5.275852e-7,0.014623934,0.00017326094,0.00037842666,0.2625869,0.04878066,0.00018348935],"about_ca_topic_score_codex":0.0038107089,"about_ca_topic_score_gemma":0.0024463758,"teacher_disagreement_score":0.71833026,"about_ca_system_score_codex":0.000019019339,"about_ca_system_score_gemma":0.000026981508,"threshold_uncertainty_score":0.57606775},"labels":[],"label_agreement":null},{"id":"W2225690698","doi":"","title":"Collaboration in the new golden age: A Canadian network for tourism and hospitality education","year":2012,"lang":"en","type":"article","venue":"CAUTHE 2012: The new golden age of tourism and hospitality; Book 2; Proceedings of the 22nd Annual Conference","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Tourism; Presentation (obstetrics); Work (physics); Hospitality management studies; Public relations; Sociology; Marketing; Political science; Business; Engineering; Medicine","score_opus":0.012376614228055086,"score_gpt":0.2434851089138358,"score_spread":0.2311084946857807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2225690698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95089316,0.002961484,0.000039356295,0.03545422,0.001013197,0.0020675054,0.000045199788,0.00003128874,0.007494577],"genre_scores_gemma":[0.9874237,0.00014660295,0.00023519975,0.0017145852,0.0033831946,0.00008413204,0.00004101266,0.00003417512,0.0069373935],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99785423,0.00004024102,0.0006360707,0.00040632897,0.00041513972,0.000648011],"domain_scores_gemma":[0.9980375,0.00011694366,0.00075303967,0.0003884508,0.00056003087,0.00014401424],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018035823,0.00038106783,0.00046049818,0.00015507477,0.00046399262,0.0006777317,0.00095803116,0.000241036,0.000036010682],"category_scores_gemma":[0.00039953942,0.0002492159,0.00013285805,0.000554783,0.00032499648,0.0030442637,0.00024623986,0.0003370496,0.000004951449],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010247774,0.0003222657,0.037741687,0.00068038364,0.00011693491,0.0000017421019,0.035884123,0.0000053127014,0.00019999576,0.19486347,0.7158125,0.0142691275],"study_design_scores_gemma":[0.0015044789,0.00018860865,0.4650672,0.0007682163,0.00056806055,0.000010803551,0.046557114,0.000121256824,0.00023235759,0.18245074,0.30150592,0.0010252332],"about_ca_topic_score_codex":0.042035166,"about_ca_topic_score_gemma":0.0068586557,"teacher_disagreement_score":0.42732552,"about_ca_system_score_codex":0.000071180984,"about_ca_system_score_gemma":0.00050206087,"threshold_uncertainty_score":0.999996},"labels":[],"label_agreement":null},{"id":"W2336535535","doi":"","title":"First Quarter 2016: Second Verse, Same as the First","year":2016,"lang":"en","type":"article","venue":"Cornell Peter and Stephanie Nolan School of Hotel Administration (Cornell University)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); History; Archaeology","score_opus":0.018100126949629338,"score_gpt":0.1857754260880617,"score_spread":0.16767529913843235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336535535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726813,0.000038049093,0.00084878155,0.00015358797,0.00035823227,0.00026982825,0.000015550104,0.00005628945,0.025578408],"genre_scores_gemma":[0.9955686,0.000048338276,0.000015369904,0.0006879071,0.00046181653,0.0000019818015,0.00001551274,0.000016346494,0.0031841805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889576,0.000020997246,0.00027868937,0.0004106689,0.00014050807,0.00025335536],"domain_scores_gemma":[0.998962,0.00011926258,0.0002898089,0.00039350268,0.00017582707,0.000059626615],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002000593,0.00022514578,0.00020881975,0.00018021527,0.00021440884,0.00019621426,0.0003352843,0.0001187207,0.0018620768],"category_scores_gemma":[0.000068915455,0.00016552127,0.000113375936,0.00028325964,0.00016870818,0.0013527521,0.000090292946,0.00012692549,0.0007769474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008996304,0.00045091874,0.9606771,0.00038423453,0.00017441786,0.00011586882,0.00051036605,0.000026522841,0.00038300653,0.0018359468,0.03436299,0.0001790143],"study_design_scores_gemma":[0.0013594592,0.000160833,0.97229296,0.0000912716,0.00009967508,0.000008970285,0.0008916445,0.00002364882,0.00022048017,0.005029881,0.019477671,0.00034349688],"about_ca_topic_score_codex":0.00011653754,"about_ca_topic_score_gemma":0.0010482179,"teacher_disagreement_score":0.022887273,"about_ca_system_score_codex":0.00004436455,"about_ca_system_score_gemma":0.0000869156,"threshold_uncertainty_score":0.9990504},"labels":[],"label_agreement":null},{"id":"W2341084833","doi":"10.1080/1755182x.2016.1168487","title":"Discussion: teaching tourism history","year":2016,"lang":"en","type":"article","venue":"Journal of Tourism History","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Tourism; Table (database); Sociology; History; Social science; Public relations; Political science; Archaeology; Computer science","score_opus":0.017319193819970387,"score_gpt":0.2139099903556696,"score_spread":0.19659079653569922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341084833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4736244,0.016635245,0.0082263425,0.08433949,0.062155057,0.00052221253,0.0000032766645,0.00035524464,0.3541387],"genre_scores_gemma":[0.89866,0.000092275666,0.0010807856,0.0034406073,0.023737002,0.0000069052544,0.0000027523993,0.00007645736,0.07290323],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981832,0.00005218688,0.00069790724,0.00021811073,0.00054541347,0.00030316616],"domain_scores_gemma":[0.9981097,0.00006625107,0.0012060867,0.00032394094,0.00023420723,0.000059818376],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012465133,0.00022249519,0.00035070538,0.00051931746,0.00014020196,0.00003700722,0.00046622698,0.00013604597,0.002757634],"category_scores_gemma":[0.0004085464,0.00012833305,0.0003055589,0.000059831473,0.00012638807,0.0023207043,0.0000878244,0.00043922313,0.0003029295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004542979,0.00020581727,0.0009833705,0.000045774836,0.00003388409,0.00014816472,0.00038017766,0.000001418819,0.0010310943,0.002699394,0.96925044,0.02517502],"study_design_scores_gemma":[0.00065408286,0.000033378445,0.0064813197,0.00019588198,0.00006870533,0.000026139507,0.00015274054,0.0000096160375,0.000013697706,0.002702086,0.98940897,0.00025337472],"about_ca_topic_score_codex":0.00017348546,"about_ca_topic_score_gemma":0.000008289194,"teacher_disagreement_score":0.42503557,"about_ca_system_score_codex":0.0020123494,"about_ca_system_score_gemma":0.00026134631,"threshold_uncertainty_score":0.998154},"labels":[],"label_agreement":null},{"id":"W2350132841","doi":"","title":"A Study on Tourism-Related Degree Education Systemin Canada","year":2005,"lang":"en","type":"article","venue":"Luyou xuekan","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Degree (music); Bachelor; Tourism; Bachelor degree; Degree program; Graduate education; The Internet; Graduate degree; Marketing; Sociology; Mathematics education; Pedagogy; Political science; Psychology; Business; Computer science; Medical education; World Wide Web; Medicine","score_opus":0.017980537230620753,"score_gpt":0.2333120909259483,"score_spread":0.21533155369532753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2350132841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8991842,0.000049125272,0.000004606592,0.005414041,0.0015362197,0.00049215526,0.0000010157903,0.00009300594,0.09322559],"genre_scores_gemma":[0.99120474,6.56072e-7,0.000020946763,0.00177159,0.0024514343,0.00006268312,0.000038814233,0.000023406445,0.0044257552],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99885285,0.000018810144,0.000304055,0.00027623685,0.00031547385,0.00023259474],"domain_scores_gemma":[0.999339,0.000023097584,0.00017604783,0.00033206944,0.00010622095,0.000023551382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002464357,0.00016420022,0.00015453389,0.00014796859,0.00018918098,0.00016865574,0.00020942821,0.00005731725,0.00019200497],"category_scores_gemma":[0.00007613543,0.00015824231,0.00003743801,0.0003639814,0.000011558385,0.0005020568,0.000038656948,0.00014789359,0.0004923582],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006333962,0.0055989088,0.1788987,0.00027407586,0.00022187168,0.000059378104,0.0031574175,0.00032438227,0.00006517325,0.05942399,0.6277526,0.12416016],"study_design_scores_gemma":[0.001128927,0.000065442444,0.635163,0.00019328101,0.00014050421,0.0000048734164,0.014956488,0.00042718946,0.000075556636,0.0010450138,0.34604752,0.0007522136],"about_ca_topic_score_codex":0.33823788,"about_ca_topic_score_gemma":0.3712851,"teacher_disagreement_score":0.45626426,"about_ca_system_score_codex":0.0002178472,"about_ca_system_score_gemma":0.00040195917,"threshold_uncertainty_score":0.66616887},"labels":[],"label_agreement":null},{"id":"W2353445851","doi":"","title":"The Research Progress on College Students Tourism","year":2013,"lang":"en","type":"article","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"","keywords":"Tourism; Mathematics education; Psychology; Geography; Archaeology","score_opus":0.04274992674587031,"score_gpt":0.3388382804457811,"score_spread":0.2960883536999108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2353445851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8324122,0.00003375328,0.0000019841777,0.027379459,0.0004665664,0.00065028947,2.3595446e-7,0.000063019426,0.13899249],"genre_scores_gemma":[0.97860676,0.0000067121077,0.000021358253,0.00086653116,0.0014904952,0.00021346887,0.0000034679451,0.000011222986,0.018779993],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875206,0.000022977834,0.00013385956,0.00016409121,0.00062042166,0.00030661034],"domain_scores_gemma":[0.9992796,0.00010243733,0.000043046093,0.0002688807,0.00029441895,0.000011604947],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009627628,0.00007411247,0.00005899169,0.000102857026,0.0006982792,0.0009869022,0.00045448492,0.000040131432,0.0005876662],"category_scores_gemma":[0.00010845478,0.00004470622,0.000027873311,0.000389476,0.00009989638,0.00055919937,0.00016738975,0.00016370512,0.006894037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009066083,0.00029853685,0.036594577,0.000017189097,0.000015741241,0.0000028068157,0.000056865196,4.915593e-7,0.0000033115027,0.16707008,0.784985,0.010946341],"study_design_scores_gemma":[0.0002780689,0.000025130257,0.4132519,0.000022783173,0.0000042484053,1.8612242e-7,0.002183452,0.00020001,0.000030651223,0.03641462,0.54745483,0.00013413081],"about_ca_topic_score_codex":0.0009311496,"about_ca_topic_score_gemma":0.000059207054,"teacher_disagreement_score":0.37665734,"about_ca_system_score_codex":0.000025065627,"about_ca_system_score_gemma":0.000015063107,"threshold_uncertainty_score":0.9938792},"labels":[],"label_agreement":null},{"id":"W2380178903","doi":"","title":"A Discussion on Developing and Setting up Training Courses in the Major of Hospitality Management——Taking Marriot Hotel Management Institute, Canada, as An Example","year":2003,"lang":"en","type":"article","venue":"Luyou xuekan","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Hospitality; Hospitality management studies; Hotel management; Training (meteorology); Hospitality industry; Management development; Marketing; Management; Sociology; Public relations; Business; Pedagogy; Political science; Economics; Geography","score_opus":0.034453148774425554,"score_gpt":0.26044884400716173,"score_spread":0.22599569523273616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2380178903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9526177,0.0000312757,0.0002116543,0.0019310679,0.00065845856,0.00056704,0.0000020103507,0.000034837645,0.043945976],"genre_scores_gemma":[0.9968773,0.000008958922,0.0010181775,0.0015843742,0.00016478721,0.00004584049,0.000039718627,0.00002168738,0.00023915748],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99831235,0.0000619953,0.00038944185,0.0004239979,0.00043115456,0.00038105034],"domain_scores_gemma":[0.99924004,0.00003695019,0.00030662378,0.000352768,0.000040784682,0.000022810167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010921167,0.00022906874,0.00021603816,0.00022141782,0.00034419924,0.00023755549,0.00029123086,0.000054033404,0.000033702967],"category_scores_gemma":[0.000072227514,0.0001655188,0.000035287358,0.0005141162,0.00006594,0.0008947139,0.00008624865,0.00015928762,0.000003711304],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049699054,0.00027555643,0.07281327,0.0010667057,0.00012450098,0.00013162613,0.007497892,0.000095996154,0.000016181704,0.84024394,0.0013273723,0.07635725],"study_design_scores_gemma":[0.0013566215,0.000036662244,0.837833,0.0007367652,0.00012530756,0.0000056471904,0.08709794,0.0002042092,0.00006722181,0.02399235,0.04786109,0.0006831953],"about_ca_topic_score_codex":0.13029757,"about_ca_topic_score_gemma":0.14133409,"teacher_disagreement_score":0.8162516,"about_ca_system_score_codex":0.00009846875,"about_ca_system_score_gemma":0.00009680528,"threshold_uncertainty_score":0.8754938},"labels":[],"label_agreement":null},{"id":"W2382238025","doi":"","title":"On Star Hotel Development Strategy in Sichuan Province","year":2004,"lang":"en","type":"article","venue":"Journal of Sichuan University","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Tourism; Business; Hotel industry; Star (game theory); Productivity; Quality (philosophy); Marketing; Economic growth; Geography; Economics","score_opus":0.012125071035228382,"score_gpt":0.1921528825057675,"score_spread":0.18002781147053912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2382238025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895016,0.000012924478,0.00021934598,0.0008641691,0.00016968732,0.00007787337,4.4330076e-7,0.000011209989,0.009142771],"genre_scores_gemma":[0.9989743,0.0000064733454,0.00031897883,0.00022892756,0.0002479554,5.0237706e-8,0.000002528649,0.000005730459,0.00021503669],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992983,0.000008466708,0.0001959665,0.000104420564,0.00022484954,0.00016802848],"domain_scores_gemma":[0.9994605,0.00001542155,0.00029281317,0.00007982543,0.00013087846,0.000020517266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031626225,0.000093591436,0.00013632207,0.000336773,0.00011250582,0.000060121263,0.00020808258,0.00004832051,0.000047109363],"category_scores_gemma":[0.00003111393,0.00009349155,0.000048489306,0.00027659372,0.00002843656,0.0010963152,0.00004203767,0.00019857206,0.000059293492],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028740924,0.0094544925,0.14463028,0.00081950205,0.00047733283,0.005076738,0.006335813,0.045681078,0.0016795101,0.71354586,0.013433646,0.055991646],"study_design_scores_gemma":[0.0038504421,0.00017780878,0.900679,0.00035667495,0.000050802042,0.000008138313,0.0054469816,0.000057439756,0.0004425703,0.01677184,0.071690895,0.0004674002],"about_ca_topic_score_codex":0.00031754794,"about_ca_topic_score_gemma":0.0006145564,"teacher_disagreement_score":0.75604874,"about_ca_system_score_codex":0.00029679516,"about_ca_system_score_gemma":0.00030232102,"threshold_uncertainty_score":0.38124746},"labels":[],"label_agreement":null},{"id":"W2407945866","doi":"10.11821/yj2011030006","title":"Analysis of tourism labor's inter-industry mobilty rules based on comparison among five areas at home and abroad","year":2011,"lang":"en","type":"article","venue":"Geographical Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; China; Dominance (genetics); Business; Labor mobility; Ranking (information retrieval); Agriculture; Geography; Demographic economics; Economic growth; Labour economics; Economics","score_opus":0.048915866538378615,"score_gpt":0.33307365305088044,"score_spread":0.28415778651250184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2407945866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99238306,0.000061554485,0.000026446029,0.0007348862,0.00007380694,0.00021529017,0.000016381473,0.000035273755,0.0064533125],"genre_scores_gemma":[0.9993142,0.000016599868,0.000041794716,0.00013619395,0.00017690432,0.000038080543,0.00008547636,0.000013189018,0.00017758063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808127,0.00009229934,0.00032184445,0.00040752642,0.0006736968,0.00042339097],"domain_scores_gemma":[0.99870616,0.0002483875,0.00013467298,0.00042008475,0.0004236886,0.00006701206],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013418532,0.00014963807,0.00034288684,0.0018379606,0.00024084852,0.00012626189,0.00031147897,0.00028495817,0.0010236193],"category_scores_gemma":[0.00033215422,0.000131804,0.00015879693,0.00278114,0.00052288006,0.0002877335,0.00026547431,0.0007269335,0.000043349184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012242755,0.00046202404,0.99336535,0.000063161526,0.00017738964,0.000007019332,0.00018736017,0.000024513067,0.000006863875,0.0014704525,0.0018311167,0.0022823436],"study_design_scores_gemma":[0.0002656347,0.00006244826,0.9834462,0.000057054545,0.0001433913,5.4875812e-8,0.00053809624,0.01223447,0.00004191553,0.0018919365,0.0011714288,0.00014741831],"about_ca_topic_score_codex":0.009505742,"about_ca_topic_score_gemma":0.00089883775,"teacher_disagreement_score":0.0122099565,"about_ca_system_score_codex":0.000027373935,"about_ca_system_score_gemma":0.000023233379,"threshold_uncertainty_score":0.99988955},"labels":[],"label_agreement":null},{"id":"W2484165083","doi":"10.1079/9781780644608.0013","title":"Experience provision in mountain tourism: overview, contextual development and emphasis.","year":2016,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Tourism; Visitor pattern; Promotion (chess); Context (archaeology); Public relations; Service (business); Business; Emphasis (telecommunications); Marketing; Knowledge management; Political science; Geography; Engineering; Computer science","score_opus":0.03131568511259476,"score_gpt":0.24972913468428456,"score_spread":0.2184134495716898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484165083","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10769428,0.0007030678,0.00004760946,0.00032899456,0.0004746985,0.0006877991,0.0000036053318,0.00007765565,0.8899823],"genre_scores_gemma":[0.23052114,0.000042250595,0.00010841367,0.0013898578,0.0013635287,0.00011631296,0.000034058343,0.00007364637,0.7663508],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855494,0.000005647481,0.0004440688,0.00046960457,0.00026154477,0.0002641848],"domain_scores_gemma":[0.99932474,0.000030603052,0.0002685379,0.00025979689,0.000091651185,0.000024683677],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026043612,0.0003296266,0.000335717,0.00026555525,0.00013220999,0.00018071911,0.00019066979,0.00024800104,0.00019661472],"category_scores_gemma":[0.0000359205,0.00028369066,0.000051889023,0.000018628529,0.00011853804,0.0003377718,0.00019325009,0.00017798877,0.00021314852],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037444555,0.000032127165,0.0011265975,0.00030918155,0.000024998548,0.000068949106,0.0024024853,9.285297e-8,0.00004041062,0.2844065,0.0012739081,0.7102773],"study_design_scores_gemma":[0.000490492,0.000009364507,0.0021746608,0.000657088,0.00001491148,0.0000023746381,0.00025867598,0.0000048170064,0.000059550726,0.015389183,0.9804485,0.0004903692],"about_ca_topic_score_codex":0.000111728674,"about_ca_topic_score_gemma":0.0001749984,"teacher_disagreement_score":0.9791746,"about_ca_system_score_codex":0.00012329944,"about_ca_system_score_gemma":0.00010318838,"threshold_uncertainty_score":0.99996156},"labels":[],"label_agreement":null},{"id":"W2518238244","doi":"10.1177/1354816616662761","title":"Human resource management impacts on labour productivity in tourism","year":2016,"lang":"en","type":"article","venue":"Tourism Economics","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Industry, Tourism and Investment; University of Guelph","funders":"","keywords":"Productivity; Tourism; Estimation; Economics; Human capital; Labour economics; Econometric model; Human resource management; Resource (disambiguation); Immigration; Business; Econometrics; Geography; Economic growth","score_opus":0.013102825086654286,"score_gpt":0.22211330930484052,"score_spread":0.20901048421818624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518238244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8967199,0.000016019394,0.000016036158,0.011428404,0.00041655762,0.00038235463,0.000004339538,0.000102892336,0.09091352],"genre_scores_gemma":[0.9868764,0.000017830904,0.0000713424,0.0013926203,0.0029843447,0.000043708143,0.000011836578,0.00004471214,0.008557198],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998484,0.000019934854,0.00039001278,0.00053380005,0.00010664726,0.00046558242],"domain_scores_gemma":[0.99907094,0.000029837485,0.00026376787,0.0005734219,0.000031043226,0.00003097665],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069546705,0.00024622577,0.00025341558,0.0004243547,0.00016067973,0.00019255822,0.00032645286,0.00010742913,0.0002377502],"category_scores_gemma":[0.000044848817,0.00021138576,0.00007972083,0.00020479741,0.000054847922,0.0010697809,0.00016160904,0.00015073318,0.00088884635],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019905018,0.0018367954,0.053014472,0.00045247414,0.00015790503,0.00012134698,0.00043841335,0.0004099552,0.00030440837,0.58457214,0.24378836,0.1147047],"study_design_scores_gemma":[0.0014621941,0.000033581193,0.4005355,0.00013877901,0.000020887002,0.000001352942,0.00022963241,0.000028893226,0.00024485687,0.053795148,0.54294837,0.0005608095],"about_ca_topic_score_codex":0.00056980015,"about_ca_topic_score_gemma":0.00023482497,"teacher_disagreement_score":0.530777,"about_ca_system_score_codex":0.00021478542,"about_ca_system_score_gemma":0.000017644246,"threshold_uncertainty_score":0.9998891},"labels":[],"label_agreement":null},{"id":"W2531757751","doi":"","title":"Student Independent Projects: Tourism Studies 2013","year":2013,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Recreation; Entertainment; Hospitality; Tourism geography; Public relations; Marketing; Political science; Empirical research; Business","score_opus":0.04181006470791587,"score_gpt":0.2778138446287032,"score_spread":0.2360037799207873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531757751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8842026,0.00007160644,0.000031238735,0.0018550677,0.010902805,0.0014717171,0.0000034511165,0.00026610648,0.10119541],"genre_scores_gemma":[0.9341967,0.00016597906,0.00009452897,0.00006586117,0.019099446,0.0000036326444,0.000025198424,0.000037807506,0.046310805],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961165,0.0003566283,0.0003081742,0.00087466184,0.0014489393,0.0008950641],"domain_scores_gemma":[0.99664605,0.00023633633,0.0002698943,0.0006748764,0.0020394418,0.00013341862],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010910205,0.00034947527,0.00045825867,0.0016336578,0.0020373191,0.0006892016,0.0014613632,0.0002944907,0.00028616918],"category_scores_gemma":[0.0002449765,0.0003888381,0.00022842009,0.0020886338,0.0005286966,0.004408449,0.0014706437,0.0008189892,0.0012571999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022511836,0.0030376036,0.029031785,0.0007563954,0.0017257796,0.005134787,0.0062807817,0.00022881413,0.006807898,0.10079201,0.84084326,0.0031097014],"study_design_scores_gemma":[0.0051310477,0.00026612304,0.016521582,0.00015194835,0.00025171024,0.000011388753,0.08535712,0.00019256538,0.0007826248,0.0021330817,0.8881123,0.0010885086],"about_ca_topic_score_codex":0.02042532,"about_ca_topic_score_gemma":0.0005241869,"teacher_disagreement_score":0.09865893,"about_ca_system_score_codex":0.0011175951,"about_ca_system_score_gemma":0.00040411222,"threshold_uncertainty_score":0.99985635},"labels":[],"label_agreement":null},{"id":"W2548636884","doi":"10.5539/hes.v6n4p81","title":"Study on Optimal Spatial Allocation between Tourism Industry and Subject—The case of Yunnan province","year":2016,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Division of Undergraduate Education","keywords":"Tourism; Construct (python library); Subject (documents); Regional science; Dimension (graph theory); Principal (computer security); Index (typography); Business; Marketing; Geography; Operations management; Operations research; Computer science; Economics; Engineering; Mathematics; Library science","score_opus":0.049172111118154414,"score_gpt":0.3213362921499953,"score_spread":0.2721641810318409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548636884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98607826,0.000200694,0.0000188581,0.011558868,0.0009036954,0.00043765924,0.0000020903535,0.0000320649,0.00076777994],"genre_scores_gemma":[0.99556917,0.000010425243,0.000021637741,0.0002818228,0.0024295505,0.00010336052,0.000003828194,0.000013040986,0.0015671717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917585,0.000036461704,0.00026670017,0.00024313954,0.00014345752,0.00013437377],"domain_scores_gemma":[0.99904007,0.00013938044,0.00026314464,0.00024622123,0.0002988231,0.000012334482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035094246,0.00014032066,0.00017130763,0.00012579259,0.00024915102,0.000062508,0.000100573016,0.00006992237,0.000037609843],"category_scores_gemma":[0.00006622898,0.000085489955,0.000025389201,0.00019599605,0.00012240054,0.00042535874,0.000083936546,0.0001117532,0.000033381042],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005509958,0.0017643373,0.8837348,0.00019990695,0.00036575095,0.000028424385,0.0034498065,0.0000037050552,0.0000716055,0.022091772,0.030026615,0.058208168],"study_design_scores_gemma":[0.00037816304,0.00007201874,0.9724623,0.000078695055,0.00012251707,0.0000037705245,0.015183048,8.032667e-7,0.00010613385,0.00092808146,0.010499476,0.00016497106],"about_ca_topic_score_codex":0.0013472509,"about_ca_topic_score_gemma":0.00013941605,"teacher_disagreement_score":0.08872751,"about_ca_system_score_codex":0.000043303775,"about_ca_system_score_gemma":0.00007346212,"threshold_uncertainty_score":0.3486179},"labels":[],"label_agreement":null},{"id":"W2565487750","doi":"10.12737/14582","title":"Leading world trends in tourism education","year":2015,"lang":"en","type":"article","venue":"Universities for Tourism and Service Association Bulletin","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Vocational education; Constructive; Political science; Field (mathematics); National identity; Restructuring; Regional science; Public relations; Sociology; Pedagogy; Computer science; Politics","score_opus":0.013925505955723828,"score_gpt":0.23086908481705604,"score_spread":0.2169435788613322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565487750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74021494,0.00015638015,0.00007199263,0.093858145,0.0011720331,0.000267244,0.000009777602,0.000117589945,0.16413186],"genre_scores_gemma":[0.9028576,0.0000087732315,0.00043241316,0.009690832,0.00234055,0.000024056444,0.0003202159,0.000026863778,0.08429868],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991569,0.000018195406,0.00018647323,0.00021092825,0.00018614456,0.00024135316],"domain_scores_gemma":[0.99926376,0.000066793444,0.00023710934,0.000098403565,0.00030564505,0.000028266744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049208786,0.00012968105,0.00016550154,0.00066787173,0.0001704484,0.0001941429,0.00012121681,0.00010136745,0.00016055105],"category_scores_gemma":[0.000045992492,0.00015491433,0.00004502555,0.0005783749,0.000011206431,0.0006437994,0.000055115725,0.000107385946,0.00011177272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006703091,0.00019879722,0.014420973,0.00011006565,0.000031110143,0.0000032252938,0.0029458338,0.00008058105,0.0000051687266,0.043472838,0.9341855,0.0044788965],"study_design_scores_gemma":[0.0010657236,0.000011488823,0.015152966,0.000043578642,0.000046246856,3.7483994e-7,0.020088164,0.0005164462,0.0000065303475,0.005478807,0.95733774,0.00025194738],"about_ca_topic_score_codex":0.0043261717,"about_ca_topic_score_gemma":0.0015729605,"teacher_disagreement_score":0.16264264,"about_ca_system_score_codex":0.00040739903,"about_ca_system_score_gemma":0.000085945416,"threshold_uncertainty_score":0.6539907},"labels":[],"label_agreement":null},{"id":"W2583469249","doi":"10.1080/02508281.2017.1282579","title":"Tourism and humour","year":2017,"lang":"en","type":"article","venue":"Tourism Recreation Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Tourism; Advertising; Recreation; Marketing; Business; Art; Visual arts; Sociology; History; Political science; Archaeology; Law","score_opus":0.10231768942541657,"score_gpt":0.3779705355897495,"score_spread":0.27565284616433294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583469249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8170161,0.00011601275,0.00006820601,0.016031258,0.00030937785,0.0003320563,0.0000010425903,0.000072534654,0.16605338],"genre_scores_gemma":[0.9847457,0.0000920712,0.00023661702,0.00027457214,0.0038079836,0.00005658096,0.000019017578,0.000023425087,0.010744041],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9985191,0.000038885206,0.00019315859,0.00033479332,0.00052951986,0.00038451582],"domain_scores_gemma":[0.9986377,0.00008050774,0.00022210412,0.00061485055,0.00040767883,0.000037202437],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018678495,0.00012132971,0.00014608965,0.00035043937,0.0018915002,0.0017759941,0.00041885255,0.00011759753,0.00057775766],"category_scores_gemma":[0.0012281873,0.0001166555,0.0000396965,0.00016368392,0.0002355421,0.0016739364,0.000314386,0.00032944168,0.00078308966],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013338811,0.00045466347,0.17153127,0.00035104057,0.00007560105,0.00017580508,0.00063514657,0.0000054841103,0.0010066088,0.14934207,0.50738025,0.16890864],"study_design_scores_gemma":[0.000499937,0.000015804017,0.66522855,0.000061074774,0.000013191463,0.0000022913293,0.0004960288,0.0006523785,0.00020536473,0.048579194,0.28402436,0.00022182525],"about_ca_topic_score_codex":0.0044421684,"about_ca_topic_score_gemma":0.00011292181,"teacher_disagreement_score":0.49369726,"about_ca_system_score_codex":0.00003568961,"about_ca_system_score_gemma":0.000038366,"threshold_uncertainty_score":0.99999493},"labels":[],"label_agreement":null},{"id":"W2584951150","doi":"","title":"Library: BUSN - Tourism & Hospitality: Citing","year":2010,"lang":"en","type":"article","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Tourism; Business; Advertising; Political science; Law","score_opus":0.0064248754146808374,"score_gpt":0.19693896887980142,"score_spread":0.19051409346512058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2584951150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.660982,0.000007360146,0.000109274704,0.0077601187,0.0012434071,0.000100841404,6.402338e-7,0.0003237545,0.32947257],"genre_scores_gemma":[0.9832751,0.0000022020686,0.000810406,0.004272521,0.006774979,0.0000139721815,0.000047609603,0.00002911172,0.004774068],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909085,0.0000036399329,0.00020140992,0.000240318,0.00016806116,0.00029570874],"domain_scores_gemma":[0.9995134,0.000023924864,0.0001112757,0.00028463468,0.000046410725,0.000020354859],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018075891,0.00013415696,0.00011801845,0.0001281577,0.00018572346,0.0006481894,0.00024271189,0.00009489852,0.004242553],"category_scores_gemma":[0.00010981259,0.00012359628,0.00006882109,0.0003268191,0.000045601722,0.0028516664,0.00013438048,0.00023745382,0.00067363854],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064023466,0.00021155697,0.19098103,0.000083786224,0.000023583256,0.000015204081,0.00013764792,0.0000018451999,0.0004659549,0.5891954,0.18877281,0.030104775],"study_design_scores_gemma":[0.0002550957,0.000005842996,0.25586545,0.000014447358,0.000021975678,0.0000015178438,0.0006213767,0.00054311746,0.0004118057,0.06564806,0.6762146,0.00039670692],"about_ca_topic_score_codex":0.0008110634,"about_ca_topic_score_gemma":0.00006349335,"teacher_disagreement_score":0.52354735,"about_ca_system_score_codex":0.000003977905,"about_ca_system_score_gemma":0.000026333228,"threshold_uncertainty_score":0.9966677},"labels":[],"label_agreement":null},{"id":"W2587678573","doi":"","title":"An Exploration of Evolving Learning Communities in the Micro Firm Rural Tourism Context: A Multi-Country Study","year":2016,"lang":"en","type":"dissertation","venue":"SETU Waterford Libraries - Open Access Repository","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Context (archaeology); Rural tourism; Autonomy; Knowledge management; Community of practice; Public relations; Learning community; Stakeholder; Community development; Political science; Business; Tourism geography; Marketing; Sociology; Geography; Pedagogy","score_opus":0.050008885216256835,"score_gpt":0.3264659158335845,"score_spread":0.2764570306173276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587678573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98536605,0.00037283727,0.000022629767,0.00019412937,0.0016687177,0.0018959689,0.000008346906,0.00007805352,0.010393298],"genre_scores_gemma":[0.99270684,0.000033225988,0.000041424417,0.00019584935,0.0008754861,0.00043927503,0.0029230488,0.00007862702,0.0027062173],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99754703,0.00033666907,0.00095302204,0.0003684112,0.00043498186,0.00035988083],"domain_scores_gemma":[0.99765915,0.00012934979,0.0011410597,0.000784163,0.00026785446,0.000018440185],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0008999435,0.00043720985,0.00056939956,0.00044439163,0.0010733359,0.00910953,0.0033958254,0.00025813188,0.00018083652],"category_scores_gemma":[0.00007238238,0.0003151523,0.00008572962,0.0004027484,0.00011871013,0.04192232,0.0005988408,0.00062781887,0.000014338432],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014027733,0.0036074894,0.78867036,0.0021757619,0.0003978215,0.000078305624,0.18551874,0.000103932325,0.0010864167,0.0018306955,0.005925509,0.009202224],"study_design_scores_gemma":[0.0020883142,0.00019818767,0.38134867,0.0015408181,0.00023176776,0.0000024787216,0.5998097,0.00068307034,0.001486764,0.0023880233,0.009167397,0.0010548227],"about_ca_topic_score_codex":0.04546903,"about_ca_topic_score_gemma":0.0059504667,"teacher_disagreement_score":0.41429093,"about_ca_system_score_codex":0.000055535067,"about_ca_system_score_gemma":0.00018006947,"threshold_uncertainty_score":0.9999301},"labels":[],"label_agreement":null},{"id":"W2590430134","doi":"","title":"Особенности канадской сферы туризма и туристского образования","year":2012,"lang":"uk","type":"article","venue":"Наукові записки Тернопільського національного педагогічного університету. Серія: педагогіка","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Vocational education; Decentralization; Equity (law); Ethnic group; Human resources; Tourism geography; Public relations; Political science; Business; Sociology; Pedagogy","score_opus":0.019674250586688903,"score_gpt":0.23446033797916516,"score_spread":0.21478608739247626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590430134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45646852,0.03524639,0.001809973,0.028231353,0.058834493,0.009157074,0.00088341965,0.005070049,0.40429872],"genre_scores_gemma":[0.89055765,0.0020674209,0.0014732722,0.011935215,0.058807995,0.00096092344,0.0022070392,0.0016994079,0.030291105],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9697937,0.0010165641,0.0066201724,0.005532098,0.005623752,0.011413728],"domain_scores_gemma":[0.98181885,0.001366519,0.004847696,0.0070477286,0.002715152,0.0022040212],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"category_scores_codex":[0.007483162,0.006194738,0.0052375775,0.0039431686,0.004323853,0.0051979646,0.006050724,0.0038991903,0.031759977],"category_scores_gemma":[0.0028813733,0.0067466893,0.00341891,0.0074566603,0.0022206116,0.017837698,0.003794939,0.0054161204,0.05734739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001444787,0.01489786,0.14512716,0.006441434,0.0036681595,0.0005091049,0.0074060517,0.00024301818,0.0021183735,0.10944309,0.6313024,0.07739856],"study_design_scores_gemma":[0.006644708,0.00043678388,0.13932757,0.0017299298,0.0028472862,0.00025541493,0.005661823,0.0014576324,0.0014802238,0.010034178,0.8210029,0.00912153],"about_ca_topic_score_codex":0.0060450044,"about_ca_topic_score_gemma":0.0011416227,"teacher_disagreement_score":0.4340891,"about_ca_system_score_codex":0.0022218951,"about_ca_system_score_gemma":0.002065985,"threshold_uncertainty_score":0.999327},"labels":[],"label_agreement":null},{"id":"W2592874559","doi":"","title":"Career Strategies Of Hotel Managers In Canada","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Hotel industry; Work (physics); Revenue; Career development; Marketing; Personality; Hospitality industry; Business; Public relations; Work experience; Psychology; Political science; Engineering; Tourism; Accounting; Social psychology","score_opus":0.006664186716664023,"score_gpt":0.1869932053492686,"score_spread":0.1803290186326046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592874559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99075985,0.00030132508,0.0005282836,0.0028108924,0.00028188142,0.000052419382,5.60827e-7,0.0000055596015,0.0052592377],"genre_scores_gemma":[0.9989655,0.0002518502,0.000004962368,0.00009198722,0.0003774845,0.0000017168497,0.0000013015773,0.000008913027,0.00029630284],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987043,0.000008547075,0.00020430524,0.00009063692,0.00018744211,0.00080472825],"domain_scores_gemma":[0.9996629,0.000017135768,0.00015547195,0.000088831264,0.00006798481,0.000007701556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004917059,0.00007813895,0.000107528074,0.00012918086,0.00004215372,0.000045342193,0.00017740735,0.000024331672,0.00007119676],"category_scores_gemma":[0.000032507727,0.00005644204,0.000033712968,0.00018331116,0.000019347379,0.0007826742,0.000019745163,0.00027244576,0.000012458855],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005513706,0.00009533608,0.30068734,0.000078022254,0.00013824739,0.00002043431,0.0001115809,0.00014166505,0.00049068406,0.62383324,0.0026032112,0.0717451],"study_design_scores_gemma":[0.0012891081,0.00002836056,0.30536458,0.00013626783,0.00004018198,0.000016225496,0.03447837,0.00004253274,0.00009655484,0.649782,0.0083745215,0.0003512622],"about_ca_topic_score_codex":0.7685851,"about_ca_topic_score_gemma":0.9747053,"teacher_disagreement_score":0.20612021,"about_ca_system_score_codex":0.00081346376,"about_ca_system_score_gemma":0.00347103,"threshold_uncertainty_score":0.61574584},"labels":[],"label_agreement":null},{"id":"W2596404290","doi":"10.1079/9781780648873.0039","title":"Planning a research project.","year":2017,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Advice (programming); Management science; Tourism; Engineering ethics; Project planning; Computer science; Operations research; Engineering management; Engineering; Political science; Project management; Systems engineering","score_opus":0.19033258495255215,"score_gpt":0.36970717510915707,"score_spread":0.17937459015660492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596404290","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00060953014,0.00018390884,0.000006016777,0.00025899478,0.00081487006,0.00055225595,0.000003731073,0.00010928399,0.9974614],"genre_scores_gemma":[0.012505049,0.000003277065,0.000025715586,0.00024244988,0.0072599594,0.00005135952,0.00006728239,0.000079167636,0.9797657],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985342,0.0000062522963,0.00022868326,0.000415906,0.00045815387,0.00035682117],"domain_scores_gemma":[0.99863106,0.000040055424,0.00028439943,0.0007045825,0.00032563924,0.000014248316],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007240229,0.00024474078,0.00025981263,0.0005009693,0.0006871469,0.00078931684,0.00051437004,0.00033019632,0.00018945857],"category_scores_gemma":[0.000124991,0.00024437797,0.00011307401,0.000011080395,0.00022262361,0.0002713124,0.0002936371,0.0007108071,0.0014330661],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033628527,0.000022693506,0.00019752647,0.0006352958,0.000083930965,0.0001632982,0.00083292334,6.100203e-7,0.000012324959,0.74953926,0.16042267,0.08805587],"study_design_scores_gemma":[0.0001193113,0.000007947279,0.00015639546,0.00041602278,0.000027339453,0.0000015959102,0.000069358815,0.000011090552,0.000002973259,0.0802476,0.9186737,0.00026665852],"about_ca_topic_score_codex":0.000671542,"about_ca_topic_score_gemma":0.00005570297,"teacher_disagreement_score":0.758251,"about_ca_system_score_codex":0.00006301262,"about_ca_system_score_gemma":0.00021623248,"threshold_uncertainty_score":0.9993444},"labels":[],"label_agreement":null},{"id":"W2614038173","doi":"10.5614/ajht.2011.10.2.02","title":"INTERNATIONALIZATION OF HOSPITALITY EDUCATION IN TAIWAN: THE CAST AT A PUBLIC UNIVERSITY","year":2011,"lang":"en","type":"article","venue":"Asean Journal on Hospitality and Tourism","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Humber Polytechnic","funders":"","keywords":"Internationalization; Hospitality; Vocational education; Corporate governance; Internationalization of Higher Education; Qualitative research; Higher education; Public relations; Hospitality industry; Business; Political science; Marketing; Sociology; Pedagogy; Tourism; Social science; Finance","score_opus":0.02204413276371213,"score_gpt":0.21728691214186815,"score_spread":0.19524277937815604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614038173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97143644,0.00010651264,0.00014451252,0.005204613,0.0006613161,0.0002037182,0.000004966488,0.000017337843,0.022220578],"genre_scores_gemma":[0.9983261,0.000053245236,0.00006162469,0.0005538602,0.0005233599,0.0000022700078,0.000024856981,0.000011163032,0.0004435092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885046,0.0000772086,0.00035886056,0.00021491118,0.00029848167,0.00020007463],"domain_scores_gemma":[0.9989408,0.000029629404,0.00047912044,0.00022007369,0.00029008533,0.000040251063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009132855,0.00014923673,0.00016997269,0.00029507687,0.0002978886,0.00012390439,0.00028819626,0.00008100817,0.00021511647],"category_scores_gemma":[0.0001663736,0.00012459216,0.000089860776,0.0003801911,0.00015658353,0.0013173027,0.00011510371,0.00024347146,0.000022031873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001234636,0.0013139726,0.6542719,0.0000830798,0.000067186586,0.000036357073,0.0020141837,0.000006202463,0.0000068145896,0.31632224,0.0056258626,0.020128721],"study_design_scores_gemma":[0.00054490246,0.00006739003,0.9474572,0.000081408165,0.000033456596,0.000013379146,0.005283882,0.000094032875,0.000028282266,0.0324331,0.013762171,0.00020082197],"about_ca_topic_score_codex":0.00090136856,"about_ca_topic_score_gemma":0.0002835629,"teacher_disagreement_score":0.29318526,"about_ca_system_score_codex":0.00014074867,"about_ca_system_score_gemma":0.00014001617,"threshold_uncertainty_score":0.5080721},"labels":[],"label_agreement":null},{"id":"W2730568235","doi":"10.1108/whatt-04-2017-0022","title":"Human resource challenges in Canada’s hospitality and tourism industry","year":2017,"lang":"en","type":"article","venue":"Worldwide Hospitality and Tourism Themes","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Algonquin College; Seneca Polytechnic; Regional Municipality of Niagara; University of Guelph","funders":"","keywords":"Tourism; Hospitality industry; Hospitality; Marketing; Business; Workforce; Human resources; Government (linguistics); Public relations; Human resource management; Originality; Action (physics); Resource (disambiguation); Hospitality management studies; Economics; Management; Sociology; Economic growth; Political science; Qualitative research","score_opus":0.02824666084350251,"score_gpt":0.2465110408812026,"score_spread":0.2182643800377001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730568235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9065853,0.0022655907,0.0000012296975,0.03107452,0.00041407286,0.00037473353,0.0000100109855,0.00006987293,0.059204683],"genre_scores_gemma":[0.9962759,0.00022269375,0.000036161156,0.0009217871,0.0014589517,0.000043295633,0.000019848783,0.00004253329,0.0009788426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975562,0.000051797546,0.0005141564,0.0008023124,0.00042904943,0.0006464457],"domain_scores_gemma":[0.9981668,0.000065463086,0.00056224444,0.0010225928,0.00008729949,0.00009562029],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008866953,0.00044216224,0.0005472319,0.00019827086,0.001134565,0.00078558415,0.00061864464,0.0003027496,0.00008000438],"category_scores_gemma":[0.0002507039,0.00044349406,0.0000781145,0.00012645722,0.00033861704,0.0016225488,0.0005909021,0.00075437647,0.000008443434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032484902,0.00032764612,0.85034734,0.0005361533,0.00010525021,0.0002220706,0.0010869015,0.0000046717023,0.00001334276,0.08271113,0.018023113,0.046589863],"study_design_scores_gemma":[0.000709795,0.00001894057,0.91898054,0.00016303964,0.000043255506,0.0000031513723,0.0077876677,0.000035489807,0.000026060163,0.036879998,0.034757555,0.0005945304],"about_ca_topic_score_codex":0.6844995,"about_ca_topic_score_gemma":0.59647256,"teacher_disagreement_score":0.089690596,"about_ca_system_score_codex":0.0001526164,"about_ca_system_score_gemma":0.00017738434,"threshold_uncertainty_score":0.9998017},"labels":[],"label_agreement":null},{"id":"W2732531257","doi":"10.1108/whatt-04-2017-0019","title":"The path to embed sustainability in Canadian tourism companies","year":2017,"lang":"en","type":"article","venue":"Worldwide Hospitality and Tourism Themes","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Algonquin College","funders":"","keywords":"Tourism; Sustainability; Originality; Marketing; Best practice; Sustainable tourism; Business; General partnership; Tourism geography; Management; Economics; Sociology; Political science; Qualitative research; Finance","score_opus":0.009300896798125676,"score_gpt":0.24893876626982087,"score_spread":0.2396378694716952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732531257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8910872,0.00030025584,0.000011731466,0.08087732,0.0007526116,0.0006938847,0.000006731967,0.000060407463,0.026209908],"genre_scores_gemma":[0.9959757,0.000036927442,0.000048830076,0.001387091,0.001034564,0.00008941336,0.000011535357,0.000024882189,0.0013910789],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997962,0.000038907303,0.00041252785,0.0004871542,0.0002666903,0.0008327331],"domain_scores_gemma":[0.9982491,0.0001118886,0.00024783547,0.0010431312,0.00022332177,0.00012468318],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013569586,0.00028530942,0.0003137651,0.00022208045,0.0022469137,0.0019435118,0.0008045975,0.000109137545,0.000038254126],"category_scores_gemma":[0.001204196,0.00022912673,0.00009428463,0.00023349056,0.00032240455,0.0012017975,0.0003454526,0.00027840195,0.00005941099],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007059216,0.00024401436,0.70290023,0.00025121123,0.00006180409,0.000120377226,0.0024267824,0.000022838376,0.0000032865692,0.22021033,0.029483657,0.044204894],"study_design_scores_gemma":[0.00026831633,0.000012577071,0.7393855,0.000042229098,0.000015390484,6.6614666e-7,0.003168212,0.00016866438,0.000005681915,0.11191401,0.14471944,0.00029934206],"about_ca_topic_score_codex":0.5260281,"about_ca_topic_score_gemma":0.47502637,"teacher_disagreement_score":0.115235776,"about_ca_system_score_codex":0.00019696954,"about_ca_system_score_gemma":0.0001895938,"threshold_uncertainty_score":0.9990926},"labels":[],"label_agreement":null},{"id":"W2747448642","doi":"10.1108/whatt-06-2017-0027","title":"Reflections on the theme issue outcomes: the hospitality and tourism industry in Canada","year":2017,"lang":"en","type":"article","venue":"Worldwide Hospitality and Tourism Themes","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Tourism; Originality; Hospitality; Value (mathematics); Hospitality industry; Sociology; Public relations; Contrarian; Engineering ethics; Social science; Political science; Qualitative research; Computer science; Business; Engineering; Law","score_opus":0.02836276390680992,"score_gpt":0.281967954124156,"score_spread":0.25360519021734607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747448642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8142431,0.0002200122,0.0000033695976,0.14028603,0.00091598526,0.0005404531,0.000010756004,0.000043408167,0.0437369],"genre_scores_gemma":[0.9884817,0.00007500182,0.000018102726,0.008190327,0.0012202206,0.000105621126,0.000008668352,0.000031498148,0.0018688411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978993,0.00007860586,0.00048237122,0.0005569752,0.00044889847,0.0005338432],"domain_scores_gemma":[0.9977723,0.0003353471,0.00047990386,0.0012662685,0.00009323392,0.000052998512],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010523665,0.00040251587,0.00039828924,0.0001097762,0.0021011254,0.0010895289,0.00081455463,0.00024319386,0.00017169052],"category_scores_gemma":[0.0006596748,0.0002481102,0.000097661,0.00024128085,0.00042803574,0.0009833829,0.0004321209,0.0012160484,0.000024598887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003768657,0.00028697806,0.81019384,0.00010430068,0.00015782319,0.000053672535,0.0017031854,0.0000106682255,0.0000047905105,0.13478869,0.042771522,0.009886822],"study_design_scores_gemma":[0.00038503818,0.000016202723,0.88901204,0.000078822035,0.000050277413,0.0000018693635,0.010493036,0.00006366876,0.00002265623,0.05952709,0.03997121,0.00037808515],"about_ca_topic_score_codex":0.73091316,"about_ca_topic_score_gemma":0.51575285,"teacher_disagreement_score":0.2151603,"about_ca_system_score_codex":0.0001403147,"about_ca_system_score_gemma":0.00018111088,"threshold_uncertainty_score":0.99999714},"labels":[],"label_agreement":null},{"id":"W2749439142","doi":"10.1108/whatt-04-2017-0020","title":"Human capital challenges in the hotel industry of Canada: finding innovative solutions","year":2017,"lang":"en","type":"article","venue":"Worldwide Hospitality and Tourism Themes","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Durham College; Toronto Metropolitan University; Centennial College; Niagara College","funders":"","keywords":"Originality; Work (physics); Marketing; Hotel industry; Hospitality industry; Value (mathematics); Business; Human resources; Economic shortage; Human resource management; Tourism; Human capital; Public relations; Economics; Management; Economic growth; Qualitative research; Engineering; Sociology; Political science; Government (linguistics)","score_opus":0.0542326137004481,"score_gpt":0.2695626339175936,"score_spread":0.2153300202171455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749439142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9430221,0.00064064993,0.000002625944,0.019773047,0.00029760003,0.00023899667,0.000008151141,0.00001708622,0.035999753],"genre_scores_gemma":[0.9986136,0.00003629516,0.000016909282,0.0003632789,0.0006771942,0.000029827113,0.000010991009,0.000012594151,0.00023929145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99868864,0.00003076204,0.00035327298,0.00027856114,0.00029372436,0.00035501443],"domain_scores_gemma":[0.99876773,0.000062564555,0.00046974872,0.0005494483,0.00013436978,0.000016153885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089817145,0.00019032156,0.00025445045,0.00014395897,0.0010116323,0.00025778436,0.0005470955,0.00013731953,0.000037446505],"category_scores_gemma":[0.00029992967,0.00015485067,0.000044780678,0.00021367824,0.0002708759,0.00093337137,0.00022721886,0.0004417975,0.0000022263828],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012567318,0.0004186206,0.24884966,0.00027486606,0.000091370624,0.00004381554,0.005717996,0.000008167942,0.00003407919,0.7286618,0.008180615,0.007706459],"study_design_scores_gemma":[0.00029464584,0.000011581689,0.91909295,0.00008734142,0.000018151652,0.0000011410225,0.014480489,0.000012142877,0.00003126721,0.06304374,0.0027169194,0.00020961057],"about_ca_topic_score_codex":0.23794615,"about_ca_topic_score_gemma":0.23771787,"teacher_disagreement_score":0.6702433,"about_ca_system_score_codex":0.000043855576,"about_ca_system_score_gemma":0.00011530898,"threshold_uncertainty_score":0.77807593},"labels":[],"label_agreement":null},{"id":"W2755649251","doi":"","title":"A Review of Internship Opportunities in Online Learning: Building a New Conceptual Framework for a Self-regulated Internship in Hospitality.","year":2017,"lang":"en","type":"review","venue":"International journal of e-learning & distance education","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internship; Humanities; Sociology; Political science; Management; Art","score_opus":0.1323102517138288,"score_gpt":0.4096942063062597,"score_spread":0.2773839545924309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755649251","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00485271,0.9857111,0.0023959135,0.0019198635,0.003997312,0.00075480004,0.0000109274115,0.000030496005,0.00032690322],"genre_scores_gemma":[0.03940059,0.9535945,0.0016991433,0.00023559858,0.0040123253,0.0000605973,0.00044552225,0.000073221345,0.0004785081],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964269,0.00017369351,0.0021845684,0.00036676603,0.00055843656,0.00028968402],"domain_scores_gemma":[0.9916135,0.0004897979,0.006324658,0.0002678388,0.0012542154,0.000049966173],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018688183,0.0004182928,0.0014603973,0.0011692216,0.00007296923,0.00034391045,0.00133418,0.00028427187,0.00009854354],"category_scores_gemma":[0.0072418973,0.00041160776,0.0005660761,0.00036546093,0.00010294268,0.0013167763,0.00013874711,0.0013472117,0.000005882095],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013071537,0.0013299668,0.009249146,0.04142737,0.00046064728,0.000023423914,0.001991521,0.0000447517,3.005575e-7,0.07534833,0.0029844523,0.8670094],"study_design_scores_gemma":[0.0003280371,0.000052578405,0.0007226759,0.23799823,0.00022913681,0.000013830308,0.002719657,0.000033695393,2.1529067e-7,0.003875524,0.7537293,0.0002971208],"about_ca_topic_score_codex":0.00034890446,"about_ca_topic_score_gemma":0.00008468288,"teacher_disagreement_score":0.8667123,"about_ca_system_score_codex":0.000610826,"about_ca_system_score_gemma":0.0014985644,"threshold_uncertainty_score":0.9998336},"labels":[],"label_agreement":null},{"id":"W2775793269","doi":"10.1080/15256480.2017.1397583","title":"Key managerial and financial accounting skills for private club managers: Comparison to lodging managers","year":2017,"lang":"en","type":"article","venue":"International Journal of Hospitality & Tourism Administration","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Club; Business; Accounting; Hospitality industry; Empirical research; Hospitality; Management accounting; Marketing; Financial accounting; Skills management; Accounting information system; Tourism; Political science","score_opus":0.013916926505060087,"score_gpt":0.30038498588690793,"score_spread":0.28646805938184783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775793269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9621112,0.00003456696,0.013826436,0.016549347,0.0049287193,0.0005022575,0.000016126838,0.00003384777,0.0019975384],"genre_scores_gemma":[0.9868694,0.000018724986,0.003921346,0.0010755693,0.007875775,0.000019918743,0.00005125175,0.000028333876,0.00013971218],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99773586,0.000017404544,0.0009292552,0.00034768178,0.0006658727,0.00030391227],"domain_scores_gemma":[0.99702066,0.00007026275,0.0018059267,0.00032902302,0.0007138667,0.000060247432],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012334123,0.00025640326,0.0003680114,0.00038503396,0.0005508122,0.0026760632,0.00094713294,0.00012629933,0.00003132647],"category_scores_gemma":[0.0013362187,0.0002695284,0.00019604969,0.000090712405,0.000109357665,0.0038075412,0.00024798486,0.00021447247,0.00002094209],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037621306,0.0037066322,0.30752298,0.001162059,0.001425104,0.0008703655,0.004503653,0.0009093729,0.0014601167,0.18133415,0.08696684,0.4063766],"study_design_scores_gemma":[0.0041064904,0.0004419339,0.76871604,0.0006529507,0.00035900416,0.000042571937,0.0014232278,0.0018920752,0.001583768,0.048445232,0.17117879,0.0011578876],"about_ca_topic_score_codex":0.00015261697,"about_ca_topic_score_gemma":0.00007523409,"teacher_disagreement_score":0.46119308,"about_ca_system_score_codex":0.00010766802,"about_ca_system_score_gemma":0.00008047893,"threshold_uncertainty_score":0.9999757},"labels":[],"label_agreement":null},{"id":"W2795294825","doi":"10.1002/jtr.2201","title":"Tourism industry career prospects and the business environment: <scp>E</scp>vidence from <scp>C</scp>anada and <scp>M</scp>acau","year":2018,"lang":"en","type":"article","venue":"International Journal of Tourism Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Hospitality; Futures contract; Marketing; Hospitality industry; Perception; Business; Hospitality management studies; Business tourism; Tourism geography; Psychology; Political science","score_opus":0.03443856036354886,"score_gpt":0.28929033979182295,"score_spread":0.2548517794282741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795294825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97605205,0.0019668322,0.0002276815,0.009412425,0.0016532768,0.00044167723,0.000020838736,0.000026150126,0.010199046],"genre_scores_gemma":[0.9777495,0.000965019,0.0002504054,0.0009772751,0.01448713,0.000031371277,0.00002172088,0.00005691201,0.0054606195],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949984,0.00020526639,0.0008046668,0.0005645347,0.002713409,0.0007137457],"domain_scores_gemma":[0.9937647,0.0030363773,0.00079766044,0.0004051838,0.0018399591,0.0001561295],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0029800963,0.00035826646,0.00043897983,0.00075877376,0.0006270535,0.0017427887,0.0014268223,0.00038264805,0.00010550324],"category_scores_gemma":[0.009066727,0.00027996613,0.00013052866,0.000580436,0.0010676056,0.0022106345,0.0009513592,0.0017998571,0.0001499961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013965611,0.0009935088,0.1310666,0.0002425273,0.001307291,0.0016613149,0.009839242,0.00014392029,0.0022734925,0.011124089,0.8292943,0.011914026],"study_design_scores_gemma":[0.004661335,0.00013467055,0.41136912,0.0007025236,0.00016700309,0.00018245426,0.010206851,0.0012244469,0.002333111,0.07545544,0.493405,0.00015804196],"about_ca_topic_score_codex":0.004273476,"about_ca_topic_score_gemma":0.00014004446,"teacher_disagreement_score":0.3358893,"about_ca_system_score_codex":0.00020516134,"about_ca_system_score_gemma":0.00026129663,"threshold_uncertainty_score":0.99996525},"labels":[],"label_agreement":null},{"id":"W286668563","doi":"","title":"Managerial Competence within the Hospitality and Tourism Service Industries: Global Cultural Contextual Analysis","year":2008,"lang":"en","type":"article","venue":"Journal of tourism","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Tourism; Hospitality industry; Marketing; Hospitality management studies; Globalization; Competence (human resources); Public relations; Human resource management; Tertiary sector of the economy; Business; Tourism geography; Sociology; Management; Political science; Economics","score_opus":0.021828600837956534,"score_gpt":0.24703111190446586,"score_spread":0.22520251106650932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W286668563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98358524,0.00028261883,0.00022174396,0.0123012755,0.0010776811,0.00014044504,0.0000049800374,0.000024727993,0.0023613167],"genre_scores_gemma":[0.99333084,0.000049637965,0.0002017559,0.0023571735,0.0039021606,0.0000026249852,0.000009760502,0.0000087996705,0.00013725733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983204,0.000050489827,0.000667094,0.00020001103,0.00052268687,0.00023933861],"domain_scores_gemma":[0.99783254,0.000059144837,0.0010396288,0.00023905883,0.00078309525,0.0000465391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006141114,0.00021283532,0.000420644,0.00014835832,0.00046015592,0.0003604466,0.00045781783,0.00013192315,0.000069252936],"category_scores_gemma":[0.00028433875,0.00014206689,0.00016871178,0.0015157565,0.00020154525,0.0016913255,0.00014285491,0.00038655775,0.000020095413],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067699846,0.0010362061,0.70321494,0.00024178476,0.0044033714,0.0013528573,0.00930062,0.0017426242,0.00010867227,0.026437882,0.24455816,0.0069258795],"study_design_scores_gemma":[0.0015883677,0.00007521513,0.9564461,0.00006782461,0.0012977876,0.00018858684,0.013264782,0.0011541975,0.0000355615,0.0057616686,0.019630186,0.0004896932],"about_ca_topic_score_codex":0.0023861784,"about_ca_topic_score_gemma":0.00020885891,"teacher_disagreement_score":0.25323117,"about_ca_system_score_codex":0.00006134918,"about_ca_system_score_gemma":0.00009827349,"threshold_uncertainty_score":0.57933193},"labels":[],"label_agreement":null},{"id":"W2888418383","doi":"10.1016/j.annals.2018.07.004","title":"Tourism workforce development in the Kootenay-Rockies","year":2018,"lang":"en","type":"article","venue":"Annals of Tourism Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Selkirk College","funders":"Social Sciences and Humanities Research Council of Canada; Australian Government","keywords":"Tourism; Workforce; Geology; Business; Archaeology; Geography; Economic growth; Economics","score_opus":0.22571483264736328,"score_gpt":0.41222203332316876,"score_spread":0.18650720067580548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888418383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88057333,0.00025762085,0.000036846748,0.024909394,0.00019933144,0.00033548204,5.094163e-7,0.00002415862,0.09366335],"genre_scores_gemma":[0.9937957,0.000060972972,0.00021940195,0.001553792,0.002764676,0.000054809094,0.0000109091225,0.00001659912,0.001523123],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772185,0.000091721115,0.00038626793,0.0002678756,0.00092280586,0.0006094652],"domain_scores_gemma":[0.9984274,0.00019031667,0.00012239191,0.00041492283,0.00082614215,0.000018842538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045676227,0.00013326838,0.00017401495,0.00053954916,0.00040014525,0.00024873173,0.0007593476,0.00010034356,0.00025190448],"category_scores_gemma":[0.00055887725,0.00009778702,0.00006228507,0.0012249715,0.00027821318,0.000650325,0.00023091573,0.0003678415,0.0005723858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016617744,0.0009600204,0.01988958,0.0002728797,0.000056378263,0.00007590224,0.0073898085,0.000009594091,0.00012192693,0.060859222,0.78567225,0.12452625],"study_design_scores_gemma":[0.00030224113,0.000056326964,0.2109718,0.00014303676,0.0000042514635,0.0000012549857,0.003173114,0.00010930359,0.0019390743,0.05372192,0.72933537,0.00024232036],"about_ca_topic_score_codex":0.0016862084,"about_ca_topic_score_gemma":0.0002892691,"teacher_disagreement_score":0.19108221,"about_ca_system_score_codex":0.000015720732,"about_ca_system_score_gemma":0.00009948515,"threshold_uncertainty_score":0.7357052},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Tourism; Business; Marketing; Political science","score_opus":0.008012965104819601,"score_gpt":0.25070374956316144,"score_spread":0.24269078445834183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909348699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95924133,0.00024188268,0.00024101915,0.0074437344,0.002486202,0.0004002308,0.0000026810455,0.000018920444,0.029924007],"genre_scores_gemma":[0.9974561,0.000052874664,0.00035462395,0.0010675499,0.00059176,0.000010368596,0.000026679398,0.000012480719,0.00042760844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981976,0.000043603606,0.00069640536,0.0002214995,0.000691013,0.00014987362],"domain_scores_gemma":[0.99862105,0.00007420014,0.000730912,0.00012786017,0.00042417648,0.000021803538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010785569,0.00016525564,0.0002738084,0.00055948464,0.000045027555,0.00023902142,0.00044952222,0.000056494035,0.00015394688],"category_scores_gemma":[0.00005822874,0.00014903588,0.00008533144,0.00021838896,0.00006041933,0.0023111093,0.00020981618,0.00018298908,0.000045774574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009634786,0.0011931976,0.8614121,0.00020007323,0.00018578379,0.00023239765,0.0002890622,0.00007174849,0.000016292375,0.12760615,0.0009840818,0.0077127777],"study_design_scores_gemma":[0.0015529038,0.00004196931,0.9626399,0.00062788976,0.000015706208,0.000008289009,0.002201223,0.00021547022,0.000020351936,0.015059899,0.017410511,0.00020586177],"about_ca_topic_score_codex":0.0001596373,"about_ca_topic_score_gemma":0.000012664595,"teacher_disagreement_score":0.11254626,"about_ca_system_score_codex":0.000086706976,"about_ca_system_score_gemma":0.000053625306,"threshold_uncertainty_score":0.6077507},"labels":[],"label_agreement":null},{"id":"W2913475823","doi":"10.6000/1929-7092.2019.08.11","title":"4.0 Leadership Skills in Hospitality Sector","year":2019,"lang":"en","type":"article","venue":"Journal of Reviews on Global Economics","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hospitality; Hospitality industry; Perspective (graphical); Public relations; Leadership studies; Transformational leadership; Sociology; Psychology; Marketing; Management; Knowledge management; Leadership style; Business; Political science; Tourism; Computer science; Economics","score_opus":0.03725148571729036,"score_gpt":0.25017100704206746,"score_spread":0.2129195213247771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913475823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97873986,0.0016509783,0.000007381317,0.0029543862,0.001579333,0.000248388,0.0000018272436,0.000005466556,0.014812358],"genre_scores_gemma":[0.99271643,0.0010423543,0.00013248117,0.0046731066,0.001282002,0.0000020720227,0.0000034115963,0.000008908363,0.00013923043],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889004,0.000021415422,0.0006966059,0.00013706836,0.00007383727,0.00018100576],"domain_scores_gemma":[0.9988328,0.000022550508,0.00087735686,0.00018673395,0.000061458886,0.000019095083],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011159931,0.00013007813,0.00042925516,0.00009895394,0.000018870354,0.000124962,0.00024853917,0.00006639301,0.00023137325],"category_scores_gemma":[0.00015200864,0.00011243944,0.00020151648,0.00018075213,0.000016415914,0.0009807153,0.000026092317,0.0001623726,0.00098866],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084195235,0.00074235874,0.8424268,0.00068491895,0.00005189131,0.000008899791,0.000112408925,0.00050188147,0.000003086611,0.050806154,0.026949575,0.07762786],"study_design_scores_gemma":[0.00071752816,0.000059074373,0.32128277,0.0003830207,0.000023082594,0.0000052445816,0.00023600514,0.00009126962,0.0000035915828,0.007874361,0.66910017,0.0002239013],"about_ca_topic_score_codex":0.000060479026,"about_ca_topic_score_gemma":0.000054771248,"teacher_disagreement_score":0.6421506,"about_ca_system_score_codex":0.00023183181,"about_ca_system_score_gemma":0.00004634422,"threshold_uncertainty_score":0.9997892},"labels":[],"label_agreement":null},{"id":"W2946732720","doi":"10.1108/jtf-03-2019-080","title":"Innovation in Hospitality Education: Anticipating the Educational Needs of a Changing Profession","year":2019,"lang":"en","type":"article","venue":"Journal of Tourism Futures","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan College","funders":"","keywords":"Hospitality; Medical education; Business; Marketing; Public relations; Pedagogy; Sociology; Political science; Medicine; Tourism","score_opus":0.009777280348991823,"score_gpt":0.2701885181205729,"score_spread":0.26041123777158104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946732720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748315,0.00025698877,0.00003381043,0.018344583,0.0032206392,0.0002341986,3.8186263e-7,0.000005087699,0.0030727754],"genre_scores_gemma":[0.99337184,0.000008897893,0.00021243264,0.0009280339,0.0051284083,0.000007989843,0.000008723159,0.000010804835,0.00032287271],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865174,0.000031951975,0.0007404196,0.00007760928,0.00033441393,0.00016384388],"domain_scores_gemma":[0.997776,0.000076310775,0.0013674675,0.00016845547,0.00060406915,0.000007731584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014558254,0.00010669141,0.00019939827,0.0010116849,0.00011200589,0.000084582876,0.00025572596,0.000070860646,0.00016163339],"category_scores_gemma":[0.0003310109,0.000075356984,0.00007388689,0.0016002328,0.000028805478,0.0010348586,0.000058785703,0.0002650373,0.000011464722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103914885,0.0013031597,0.7915176,0.0007118378,0.000061259285,0.0000015603443,0.013428978,0.00028758778,0.0019006521,0.12917973,0.025901472,0.03560223],"study_design_scores_gemma":[0.00047410635,0.000037815953,0.92367595,0.00060621445,0.000034219807,0.000006670429,0.04865977,0.00018091174,0.00029938182,0.019275278,0.0065749516,0.00017472924],"about_ca_topic_score_codex":0.0001858242,"about_ca_topic_score_gemma":0.000008322187,"teacher_disagreement_score":0.13215832,"about_ca_system_score_codex":0.000047662994,"about_ca_system_score_gemma":0.00027961418,"threshold_uncertainty_score":0.30729684},"labels":[],"label_agreement":null},{"id":"W2947101723","doi":"","title":"Research Guides: Human Resources Management Hospitality HRM 2012: Conference Board of Canada - How to Navigate","year":2018,"lang":"en","type":"libguides","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human resource management; Hospitality; Business; Human resources; Knowledge management; Management; Tourism; Political science; Computer science","score_opus":0.0496176970321673,"score_gpt":0.31075155630690193,"score_spread":0.26113385927473465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947101723","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19232646,0.00021190739,0.000057730256,0.02865743,0.0030356299,0.0017282,0.00011461077,0.00015727327,0.7737108],"genre_scores_gemma":[0.51629186,0.00011828541,0.00078941986,0.0031747404,0.010396634,0.0002625102,0.0010137036,0.00016477272,0.46778804],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99513733,0.000085174644,0.00081262126,0.0009867417,0.0019691633,0.0010089779],"domain_scores_gemma":[0.99596936,0.00008635404,0.0005868551,0.00131331,0.0019531206,0.00009103109],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00225932,0.0005176404,0.00070682855,0.00071945175,0.0006557945,0.0009890202,0.0017173975,0.00031961285,0.0020061997],"category_scores_gemma":[0.00023506493,0.0004893739,0.00014509857,0.0010546304,0.00034429264,0.00086922443,0.0012119892,0.0005492625,0.00017564851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000147375395,0.0000973005,0.00085760246,0.001585229,0.0001387658,0.000018343859,0.00018479563,0.0000017870728,0.000007979068,0.017654473,0.97843105,0.0010079273],"study_design_scores_gemma":[0.00019628045,0.000049302023,0.009625807,0.00082111335,0.00007476706,2.6505654e-7,0.004994534,0.000011646919,0.00005867218,0.006107825,0.97746074,0.00059902883],"about_ca_topic_score_codex":0.78026086,"about_ca_topic_score_gemma":0.57625103,"teacher_disagreement_score":0.32396543,"about_ca_system_score_codex":0.00031166628,"about_ca_system_score_gemma":0.0004044913,"threshold_uncertainty_score":0.9997558},"labels":[],"label_agreement":null},{"id":"W2947198154","doi":"10.1080/13032917.2019.1624379","title":"Tej Vir Singh: A passionate Indian in pursuit of tourism knowledge","year":2019,"lang":"en","type":"article","venue":"Anatolia","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Tourism; Sociology; Political science; Law","score_opus":0.007445951975159353,"score_gpt":0.22874421713911303,"score_spread":0.22129826516395368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947198154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95236194,0.00011242865,0.0000027555095,0.0012477373,0.0006021044,0.00017403498,0.0000010396083,0.000027699607,0.045470286],"genre_scores_gemma":[0.99791557,0.0000070660562,0.000024943405,0.0003299647,0.00032881607,0.000008682526,0.000018004766,0.000014007447,0.001352925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992238,0.0000092852,0.00022875784,0.0001820649,0.00015729525,0.00019878308],"domain_scores_gemma":[0.9995563,0.000023343593,0.00013537882,0.00020199698,0.00007174726,0.00001125403],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002688588,0.000102131045,0.0001694179,0.00031856468,0.00003629637,0.00007073297,0.00022579545,0.00008424526,0.00047254277],"category_scores_gemma":[0.000048950602,0.00009833523,0.000051933013,0.0005185576,0.000025620118,0.00058231136,0.00009183509,0.0001173528,0.0010994314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037575315,0.00084912806,0.8587546,0.00066545967,0.000038658673,0.000027877992,0.0017357832,0.000015721782,0.00067085377,0.06682846,0.038786054,0.03158987],"study_design_scores_gemma":[0.0008323046,0.000015494854,0.7515283,0.00022333764,0.000015402375,9.936623e-7,0.0008438013,0.00058868615,0.00042462524,0.015442514,0.22977273,0.00031181303],"about_ca_topic_score_codex":0.0015923127,"about_ca_topic_score_gemma":0.00032998167,"teacher_disagreement_score":0.19098668,"about_ca_system_score_codex":0.000026001422,"about_ca_system_score_gemma":0.000040802362,"threshold_uncertainty_score":0.9996783},"labels":[],"label_agreement":null},{"id":"W2994897738","doi":"10.4225/03/5934ddf517a40","title":"Quality in australian tourism education: educator and professional views","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Hospitality; Public relations; Perception; Quality (philosophy); Hospitality management studies; Professional development; Marketing; Medical education; Higher education; Quarter (Canadian coin); Business; Psychology; Pedagogy; Sociology; Political science; Medicine; Geography","score_opus":0.08957096375937257,"score_gpt":0.36518192064759253,"score_spread":0.27561095688821996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994897738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87381065,0.00028047335,1.1609683e-7,0.034344733,0.0023918971,0.00086039153,0.0027301314,0.000080614176,0.08550099],"genre_scores_gemma":[0.98052496,0.0000015847124,0.000049301954,0.0012799306,0.0028749704,0.00024662574,0.008622043,0.000012790434,0.0063877865],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9992792,0.000012014142,0.00019590057,0.00022159718,0.00012687602,0.00016439147],"domain_scores_gemma":[0.9992662,0.000020204257,0.0002572028,0.00034690727,0.00008858593,0.000020895714],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015534573,0.0001079018,0.00012350037,0.00008304939,0.0003337086,0.00047262709,0.0002591849,0.00008001718,0.038585436],"category_scores_gemma":[0.000791244,0.00010318809,0.000031683525,0.00006690124,0.000012928118,0.0012872943,0.0001460595,0.00013790245,0.0014944115],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003984066,0.0001899559,0.039097503,0.0003491196,0.0000029211235,0.0000015487393,0.00012407941,1.028821e-7,0.0000050605504,0.0011860968,0.9457891,0.013250528],"study_design_scores_gemma":[0.00009239338,9.82339e-7,0.5445919,0.0003737255,0.0000014558757,3.4520983e-7,0.00021257113,0.0000032535438,0.000005665102,0.0013091853,0.45331332,0.00009521041],"about_ca_topic_score_codex":0.0006456209,"about_ca_topic_score_gemma":0.00028573244,"teacher_disagreement_score":0.5054944,"about_ca_system_score_codex":0.000023293685,"about_ca_system_score_gemma":0.00016350207,"threshold_uncertainty_score":0.999283},"labels":[],"label_agreement":null},{"id":"W3000024792","doi":"10.5539/ibr.v13n2p35","title":"Operation Strategy as a Competitive Advantage in Hotel Industry","year":2020,"lang":"en","type":"article","venue":"International Business Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Competitive advantage; Hotel industry; Sustainability; Marketing; Strategic management; Industrial organization; Process management; Tourism; Political science","score_opus":0.08475997360773477,"score_gpt":0.3816340843435025,"score_spread":0.29687411073576775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000024792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80624646,0.000028370016,0.00013452656,0.043347254,0.0003708955,0.0002888068,0.0000061584255,0.00004721465,0.14953028],"genre_scores_gemma":[0.99507546,0.000021246524,0.0000335806,0.0018276003,0.0023921425,0.00004475019,0.00016714874,0.000016815578,0.00042122797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846596,0.000032752465,0.00023969941,0.00030904266,0.00070469355,0.00024788248],"domain_scores_gemma":[0.99882,0.000064623164,0.000060338887,0.00010444801,0.0009265366,0.000024021812],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047716676,0.00010692207,0.000113213304,0.00040006134,0.000101715304,0.00055065757,0.0004069822,0.00013130727,0.0021054428],"category_scores_gemma":[0.0007916319,0.00011008868,0.000024952453,0.0010737842,0.00008159184,0.0017115461,0.00020219633,0.0006232903,0.0017059089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008641914,0.0016303558,0.5007592,0.00046032155,0.00011806267,0.00061557855,0.0023167052,0.004903486,0.0058655185,0.44253495,0.022279631,0.017651994],"study_design_scores_gemma":[0.0012427844,0.000030566003,0.8745238,0.00014248311,0.00000465645,0.0000044555586,0.006319245,0.006564099,0.00031587866,0.009209203,0.1012964,0.00034638544],"about_ca_topic_score_codex":0.0022411454,"about_ca_topic_score_gemma":0.00019610467,"teacher_disagreement_score":0.43332574,"about_ca_system_score_codex":0.00009064945,"about_ca_system_score_gemma":0.00015232305,"threshold_uncertainty_score":0.99907136},"labels":[],"label_agreement":null},{"id":"W3118280471","doi":"","title":"Optimizing travel: opportunities for the U of M Fort Garry Campus","year":2009,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Forestry; Geography","score_opus":0.031686924130149514,"score_gpt":0.21800479134793996,"score_spread":0.18631786721779045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118280471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9407394,0.0005460579,0.002166523,0.005079514,0.0014920741,0.0010873292,0.000032481938,0.00007195091,0.048784666],"genre_scores_gemma":[0.9909236,0.0003402591,0.00084147824,0.0001628856,0.00071727723,0.0000023126297,0.0008425212,0.00003710127,0.0061325994],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99927825,0.0000075757953,0.00013793501,0.00018243639,0.00022483683,0.0001689805],"domain_scores_gemma":[0.9987662,0.00006475916,0.00060374266,0.0002286395,0.00032621453,0.000010437211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002468835,0.00016650105,0.00028837533,0.00024593476,0.00030648184,0.000046157897,0.00038694002,0.00016621625,0.000016580056],"category_scores_gemma":[0.000031442218,0.00017869862,0.00021182325,0.00015546678,0.00006669396,0.0005022473,0.000030234773,0.0001272455,0.0000058672117],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003118929,0.0021554728,0.019685501,0.019220747,0.0026501194,0.00011544444,0.01690914,0.0015436531,0.0009845926,0.15457459,0.4492895,0.32975233],"study_design_scores_gemma":[0.0009339745,0.00007275278,0.36137235,0.00048222204,0.001085956,7.993336e-7,0.5419025,0.0016323944,0.00015831103,0.0024454847,0.0893298,0.0005834789],"about_ca_topic_score_codex":0.004395149,"about_ca_topic_score_gemma":0.110164054,"teacher_disagreement_score":0.52499336,"about_ca_system_score_codex":0.000031772743,"about_ca_system_score_gemma":0.000082710976,"threshold_uncertainty_score":0.90607315},"labels":[],"label_agreement":null},{"id":"W3120398189","doi":"","title":"Towards a paradigm shift of knowledge: Implications for tourism research in China","year":2006,"lang":"en","type":"article","venue":"Journal of China Tourism Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"China; Paradigm shift; Tourism; Business; Knowledge management; Economic geography; Political science; Economics; Computer science; Epistemology","score_opus":0.07442908764796012,"score_gpt":0.39618865144462967,"score_spread":0.32175956379666953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120398189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9046623,0.0014049555,0.0008660453,0.06378354,0.00043425412,0.0008438191,0.000009157561,0.000016871223,0.027979055],"genre_scores_gemma":[0.99268776,0.00010500608,0.0004674744,0.000029554973,0.0060365456,0.00007597162,0.000017321627,0.00004229528,0.0005380709],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99639934,0.00023916109,0.0011170643,0.00032157177,0.0010648413,0.0008580349],"domain_scores_gemma":[0.9974005,0.00047009895,0.0004901577,0.0004714699,0.0011060822,0.00006169112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01151808,0.0001940321,0.00048782938,0.0026764025,0.00044547566,0.00032971075,0.000991299,0.00020573619,0.00008434329],"category_scores_gemma":[0.0007719283,0.00017204262,0.00025575107,0.002496318,0.0002923998,0.0012313297,0.00024429528,0.0013176189,0.000035758916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076142076,0.005856929,0.057197712,0.0017166503,0.00012631509,0.00009885186,0.0024240327,0.00037425035,0.0009777801,0.4434919,0.45152357,0.03545058],"study_design_scores_gemma":[0.000801612,0.000106183055,0.52704775,0.00016174991,0.000009992698,0.0000058000783,0.000113448266,0.0001772289,0.00013492547,0.4289441,0.04237785,0.00011931855],"about_ca_topic_score_codex":0.0048045306,"about_ca_topic_score_gemma":0.000363629,"teacher_disagreement_score":0.46985006,"about_ca_system_score_codex":0.0002295701,"about_ca_system_score_gemma":0.0006303682,"threshold_uncertainty_score":0.72630453},"labels":[],"label_agreement":null},{"id":"W3134510231","doi":"10.1016/j.jneb.2020.11.016","title":"Foodservice Management Educators’ Perspectives on Nutrition and Menu Planning in Student-Operated Restaurants","year":2021,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Medical education; Medicine","score_opus":0.01877107847300463,"score_gpt":0.31389199177329674,"score_spread":0.2951209133002921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134510231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920607,0.0020504517,0.0000045669353,0.0040613404,0.00083736656,0.00029501764,0.0000011766034,0.000010143641,0.0006792041],"genre_scores_gemma":[0.9966561,0.0009901958,0.00053804903,0.00056043285,0.0010317625,0.00009460516,0.000028853947,0.000011352656,0.000088629386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909204,0.00003347248,0.00034610895,0.00019104307,0.00021468023,0.00012264958],"domain_scores_gemma":[0.9992451,0.00002189217,0.00023249978,0.00008968239,0.00038022106,0.00003061907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002455354,0.00011744493,0.0001637817,0.00048792598,0.00012200998,0.00028476064,0.000067874804,0.00005772012,0.00005638507],"category_scores_gemma":[0.000027862905,0.00012000187,0.00003630676,0.00040361815,0.000025034231,0.00086014834,0.000025824484,0.00016832407,0.0000049035752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005008171,0.2564988,0.52067924,0.00506348,0.0002573871,0.00051015976,0.03203609,0.000020676502,0.0057168803,0.048717268,0.026612263,0.10338696],"study_design_scores_gemma":[0.0018267654,0.000055115335,0.8153811,0.0009916702,0.00011869278,0.00005582023,0.16561097,0.000006418029,0.00013129346,0.00080969685,0.014841981,0.00017045862],"about_ca_topic_score_codex":0.000027429,"about_ca_topic_score_gemma":0.000012847576,"teacher_disagreement_score":0.2947019,"about_ca_system_score_codex":0.00008078429,"about_ca_system_score_gemma":0.00005743764,"threshold_uncertainty_score":0.48935342},"labels":[],"label_agreement":null},{"id":"W3140984288","doi":"","title":"Library: BUSN - Tourism & Hospitality: Organizations & Travel Guides","year":2010,"lang":"en","type":"article","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Tourism; Business; Advertising; Marketing; Geography","score_opus":0.005999820401713134,"score_gpt":0.20184846880818688,"score_spread":0.19584864840647376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3140984288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7040483,0.0000114721115,0.0010057256,0.017097432,0.001491054,0.0001893053,0.0000027227645,0.0003818645,0.27577215],"genre_scores_gemma":[0.9803568,0.0000053506924,0.0014957292,0.004080939,0.0041492484,0.00001299009,0.00013871519,0.000041173877,0.009719023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990906,0.0000040885284,0.00023820731,0.0002442708,0.00016715596,0.00025567017],"domain_scores_gemma":[0.9993838,0.000020545333,0.00010327411,0.0003287665,0.00013928357,0.000024343712],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012606825,0.00014622517,0.00012769077,0.00014966574,0.00023684902,0.0006223288,0.0002828035,0.000106374624,0.007378247],"category_scores_gemma":[0.0002112303,0.00013434682,0.000047972284,0.00076954084,0.000057191864,0.0026265995,0.00010869471,0.00017686792,0.0009564532],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027069339,0.0002782639,0.0960852,0.00004279012,0.000024211802,0.000005492041,0.00020239444,0.0000022281308,0.0009208882,0.5625615,0.33578897,0.0040853405],"study_design_scores_gemma":[0.00025712364,0.0000066952985,0.5349122,0.000009627422,0.000040314593,0.0000017460429,0.00088965317,0.00039929186,0.00096658233,0.048671275,0.41344073,0.00040471833],"about_ca_topic_score_codex":0.00089152606,"about_ca_topic_score_gemma":0.00010342659,"teacher_disagreement_score":0.51389027,"about_ca_system_score_codex":0.000005161755,"about_ca_system_score_gemma":0.000058936177,"threshold_uncertainty_score":0.9998214},"labels":[],"label_agreement":null},{"id":"W3164878846","doi":"10.5604/01.3001.0014.8963","title":"Towards a Broader Perspective on Tourism Education, Research and Publication","year":2021,"lang":"en","type":"article","venue":"Folia Turistica","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Tourism; Scholarship; Reputation; Originality; Perspective (graphical); Public relations; Engineering ethics; Curriculum; Field (mathematics); Political science; Higher education; Sociology; Empirical research; Social science; Pedagogy; Qualitative research; Engineering; Epistemology","score_opus":0.036159430145595216,"score_gpt":0.33622219561568817,"score_spread":0.300062765470093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164878846","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13103947,0.00056015054,0.00020928527,0.111275196,0.0010993382,0.00037913743,0.0000061636215,0.00012079404,0.7553105],"genre_scores_gemma":[0.9867968,0.00002636031,0.00036136367,0.002355329,0.0032070128,0.000076354416,0.00009613645,0.00001923011,0.0070614177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988224,0.000028972312,0.00016624694,0.00039081383,0.0003417749,0.00024977187],"domain_scores_gemma":[0.9976303,0.0000636973,0.000067246976,0.0003134811,0.0018942528,0.000031035157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003934293,0.00010996138,0.00011542126,0.0002519925,0.00031502772,0.0006026927,0.00013213152,0.000083510575,0.000699066],"category_scores_gemma":[0.0015336372,0.00011041348,0.000030373196,0.0006642694,0.000097148324,0.0004918343,0.0001025677,0.00024243118,0.00065121026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001177831,0.000415086,0.0005571707,0.00004110776,0.000013512507,0.000004005013,0.00034351932,2.2580636e-7,0.00002007332,0.75944954,0.23465201,0.0044919844],"study_design_scores_gemma":[0.00022334862,0.00002424337,0.105104715,0.000051507373,0.000023455857,0.0000044769313,0.0038312136,0.00009440096,0.00015292616,0.39099884,0.49928287,0.00020801826],"about_ca_topic_score_codex":0.001352882,"about_ca_topic_score_gemma":0.00003522639,"teacher_disagreement_score":0.85575736,"about_ca_system_score_codex":0.00012211411,"about_ca_system_score_gemma":0.00032882302,"threshold_uncertainty_score":0.8370208},"labels":[],"label_agreement":null},{"id":"W3166488725","doi":"10.5296/ijhrs.v11i2.18565","title":"An Exploratory Study of Perceptions of Hotel Working Conditions on the Promotion Decision","year":2021,"lang":"en","type":"article","venue":"International Journal of Human Resource Studies","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Promotion (chess); Overtime; Position (finance); Exploratory research; Business; Work (physics); Empowerment; Marketing; Perception; Marital status; Psychology; Political science; Labour economics; Economics; Economic growth; Sociology; Politics; Engineering","score_opus":0.07478838939863902,"score_gpt":0.358082777718252,"score_spread":0.28329438831961296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166488725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99732,0.000101446974,0.000052281444,0.0011131587,0.00042088432,0.00009782834,0.0000017673457,0.000006804283,0.00088582665],"genre_scores_gemma":[0.99875104,0.00002263419,0.000027352287,0.00014071687,0.0010022839,0.0000063309767,0.000007971556,0.000008497728,0.00003313997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986749,0.00006276719,0.0005053341,0.00010406093,0.0005851137,0.00006777582],"domain_scores_gemma":[0.99759555,0.0001527799,0.00067304657,0.0001550727,0.0014155009,0.000008047139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056301133,0.00008539258,0.00018314812,0.00028013566,0.00020925497,0.000076000746,0.0002957689,0.000022623997,0.0001439944],"category_scores_gemma":[0.00032012392,0.000062463594,0.00009612891,0.00017846207,0.00008915431,0.00037684603,0.000086071224,0.00014282687,0.0000052192177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007070475,0.03470737,0.6060854,0.00026326373,0.006109828,0.00031511046,0.16889831,0.010579301,0.027867561,0.08275252,0.042876422,0.018837834],"study_design_scores_gemma":[0.0012498948,0.00043784676,0.57375896,0.00087383995,0.00018996677,0.000009290435,0.4034463,0.000044417993,0.0005425118,0.017285917,0.0019862521,0.00017483311],"about_ca_topic_score_codex":0.000010953299,"about_ca_topic_score_gemma":0.00015374376,"teacher_disagreement_score":0.23454797,"about_ca_system_score_codex":0.000039709746,"about_ca_system_score_gemma":0.000022260256,"threshold_uncertainty_score":0.25471914},"labels":[],"label_agreement":null},{"id":"W3179520368","doi":"10.1080/15378020.2021.1950507","title":"Is the foodservice industry perceived as being palatable by those looking to enter it?","year":2021,"lang":"en","type":"article","venue":"Journal of Foodservice Business Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Guelph","funders":"","keywords":"Hospitality; Hospitality industry; Workforce; Preference; Balance (ability); Work (physics); Marketing; Schedule; Thriving; Work–life balance; Business; Public relations; Management; Psychology; Sociology; Political science; Economics; Engineering; Economic growth; Tourism; Social science","score_opus":0.06167246066481803,"score_gpt":0.363315379037688,"score_spread":0.30164291837287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179520368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8369117,0.00036052807,0.00006196077,0.14877166,0.0007008335,0.0002515452,0.0000036558238,0.000017740764,0.01292039],"genre_scores_gemma":[0.9715097,0.00015951987,0.000215014,0.022656115,0.00356236,0.000020010066,0.000022101718,0.000054760058,0.0018003943],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99643767,0.00015585688,0.00069269276,0.00037802616,0.0016141024,0.00072163006],"domain_scores_gemma":[0.9929315,0.00027385022,0.00036664022,0.000605388,0.0057310527,0.00009156958],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028562155,0.00024595595,0.0003565939,0.00048468544,0.0007356782,0.0015985067,0.0011664164,0.0002616922,0.0015381218],"category_scores_gemma":[0.00090268353,0.00019107515,0.00014298913,0.003718363,0.00006246237,0.0022781368,0.0007120975,0.0015453204,0.00034738448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009517302,0.0034282769,0.15272194,0.004125368,0.0010811264,0.00084699976,0.017576776,0.0006110433,0.038867924,0.0032936318,0.7399323,0.03656288],"study_design_scores_gemma":[0.0011931433,0.00008232638,0.22309889,0.0019224896,0.0001477888,0.00011596369,0.026569001,0.0002888406,0.0034510694,0.00776626,0.73475915,0.00060505216],"about_ca_topic_score_codex":0.0023613414,"about_ca_topic_score_gemma":0.00030009498,"teacher_disagreement_score":0.13459803,"about_ca_system_score_codex":0.00012252036,"about_ca_system_score_gemma":0.00045000733,"threshold_uncertainty_score":0.9994379},"labels":[],"label_agreement":null},{"id":"W3187089246","doi":"10.46289/buhr4091","title":"An Evaluation of the Relationship between Human Resource Practices and Service Quality: An Empirical Investigation in the Canadian Hotel Industry.","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Service quality; Hospitality industry; Human resource management; Quality (philosophy); Marketing; Service (business); Hospitality; Empirical research; Competitive advantage; Human resources; Tertiary sector of the economy; Incentive; Qualitative research; Knowledge management; Tourism; Management; Sociology","score_opus":0.27800233731276663,"score_gpt":0.4427335366274598,"score_spread":0.16473119931469316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187089246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97404647,0.000014844869,3.3475365e-7,0.008104999,0.00013249608,0.0007227045,0.0000048843494,0.000017940203,0.016955316],"genre_scores_gemma":[0.9931521,2.5070764e-7,0.000026009318,0.0021198683,0.0011943191,0.00004679814,0.003291195,0.000020683798,0.00014879771],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754095,0.0006262586,0.00050596293,0.00034176817,0.00080937287,0.00017568072],"domain_scores_gemma":[0.9973029,0.00022353054,0.0012673007,0.00053387135,0.000638782,0.000033608092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066547296,0.00018412847,0.00017702424,0.0003460332,0.00068350387,0.0005092489,0.00045227542,0.0006465399,0.000072244155],"category_scores_gemma":[0.0018191163,0.00013367964,0.000029368653,0.000969767,0.00007381871,0.0019350977,0.000018364268,0.0007052806,0.000008273208],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005568745,0.000042094005,0.9867781,0.00013457466,0.000009115656,6.963427e-8,0.007642419,0.0000069613125,0.0000075155695,0.004367994,0.00054272317,0.00046286994],"study_design_scores_gemma":[0.0001727671,0.000012216728,0.9584775,0.00009175707,0.00019693712,1.6233808e-7,0.019327207,0.0002315364,0.000011011719,0.01970896,0.0016016786,0.0001682639],"about_ca_topic_score_codex":0.50817794,"about_ca_topic_score_gemma":0.9267762,"teacher_disagreement_score":0.4185982,"about_ca_system_score_codex":0.00010945131,"about_ca_system_score_gemma":0.00058704166,"threshold_uncertainty_score":0.5451297},"labels":[],"label_agreement":null},{"id":"W3209343606","doi":"","title":"Characteristics of Participants Visiting the Canada on the Move Website Profil des visiteurs du site Web de Canada en mouvement","year":2006,"lang":"fr","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Web site; Humanities; Art; World Wide Web; The Internet; Computer science","score_opus":0.010020919925313839,"score_gpt":0.18466363804465488,"score_spread":0.17464271811934104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209343606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9575566,0.00069827714,0.0000143951875,0.03505126,0.0022474865,0.0007168148,0.0001319093,0.000024099187,0.0035591724],"genre_scores_gemma":[0.98935986,0.00020740528,0.000014142686,0.0037021684,0.003014964,0.000058418966,0.00007844191,0.00005626341,0.0035083364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965062,0.00027261142,0.0006553382,0.00035390595,0.0006446187,0.0015673357],"domain_scores_gemma":[0.998284,0.0002987279,0.0005792515,0.00044271542,0.0002989415,0.00009635777],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012097396,0.00034951154,0.0002841922,0.00004807131,0.0005474324,0.00035928717,0.00049799663,0.000059837654,0.00024935318],"category_scores_gemma":[0.00076300337,0.00025902086,0.00007369509,0.0005693884,0.00015516925,0.00034716315,0.00016182636,0.0003495791,0.000030796928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005346777,0.00030466254,0.88957113,0.0004794653,0.00013721727,0.00013334722,0.002103799,0.0005055096,0.00017612019,0.008407627,0.0914159,0.00671175],"study_design_scores_gemma":[0.00019733277,0.000007347896,0.75523895,0.00014664263,0.00013446712,0.0000014086413,0.00060446217,0.0011555821,0.00043041963,0.00009771034,0.24175155,0.00023414387],"about_ca_topic_score_codex":0.96967685,"about_ca_topic_score_gemma":0.94782525,"teacher_disagreement_score":0.15033565,"about_ca_system_score_codex":0.0008588934,"about_ca_system_score_gemma":0.0014755249,"threshold_uncertainty_score":0.9999862},"labels":[],"label_agreement":null},{"id":"W342167313","doi":"10.7202/1071071ar","title":"La construction des connaissances en tourisme à l’université","year":2006,"lang":"fr","type":"article","venue":"Téoros Revue de recherche en tourisme","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.06292104359741726,"score_gpt":0.2989970655770505,"score_spread":0.23607602197963326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W342167313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63719916,0.016820524,0.0051265345,0.036667146,0.0029083,0.0006859874,0.000039001174,0.00041467193,0.30013865],"genre_scores_gemma":[0.8301007,0.0031147322,0.022096151,0.00059876137,0.020747902,0.000056241395,0.00023320972,0.00016406352,0.12288825],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99646205,0.001263828,0.0005821342,0.0006058961,0.00027373413,0.00081238465],"domain_scores_gemma":[0.997643,0.0011457636,0.0004588931,0.00042875105,0.00024679504,0.0000767783],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004299518,0.00047846453,0.00050352514,0.0005141232,0.00043880873,0.00056083564,0.00052220153,0.0016256812,0.0017947388],"category_scores_gemma":[0.00094345334,0.0005875501,0.0002812095,0.0013912771,0.00067456975,0.001986729,0.0001781883,0.0016391877,0.00045638514],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013120464,0.00097040203,0.06703108,0.0028263512,0.00025945995,0.0005409343,0.005816547,0.00048354742,0.00066694326,0.27698374,0.10758168,0.5367081],"study_design_scores_gemma":[0.0008075221,0.000038475915,0.07426124,0.00074330973,0.0003326056,0.00014489364,0.0035727436,0.00066096557,0.000606065,0.09113379,0.82693505,0.0007633371],"about_ca_topic_score_codex":0.0077288807,"about_ca_topic_score_gemma":0.0005021969,"teacher_disagreement_score":0.7193534,"about_ca_system_score_codex":0.001328139,"about_ca_system_score_gemma":0.00026188372,"threshold_uncertainty_score":0.99967045},"labels":[],"label_agreement":null},{"id":"W342720086","doi":"10.7202/1070888ar","title":"La revue de recherche en tourisme Téoros : Un outil au service de la création du savoir en tourisme","year":2008,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03384890279986048,"score_gpt":0.22078197935309837,"score_spread":0.1869330765532379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W342720086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73808104,0.005130249,0.0027129964,0.22183542,0.0005462389,0.00032538603,0.00001646754,0.00018388129,0.031168355],"genre_scores_gemma":[0.8711031,0.007954746,0.007056132,0.003026073,0.005207305,0.0000226567,0.00014785348,0.000115105766,0.105367],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970714,0.0010975286,0.0002948575,0.0004985554,0.00028304613,0.0007546566],"domain_scores_gemma":[0.9977628,0.001053514,0.0003648166,0.00045871004,0.00022700863,0.00013313352],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002978043,0.00039251722,0.0003638253,0.00043257084,0.0010030092,0.00013550883,0.0005770526,0.0011997237,0.00045575676],"category_scores_gemma":[0.0007156387,0.00052047323,0.00021594156,0.0012480293,0.00013277274,0.00135983,0.00037199364,0.0010213479,0.00039916893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039726312,0.0015508289,0.12421603,0.0017644375,0.0006040565,0.008042191,0.056509748,0.0020350337,0.0006329034,0.043631464,0.52179354,0.23882253],"study_design_scores_gemma":[0.001108722,0.000026904741,0.13259108,0.00022555164,0.00035114714,0.0004026903,0.0042316853,0.00501864,0.000092713155,0.0069084573,0.84851116,0.0005312491],"about_ca_topic_score_codex":0.058074404,"about_ca_topic_score_gemma":0.02169255,"teacher_disagreement_score":0.32671764,"about_ca_system_score_codex":0.013349244,"about_ca_system_score_gemma":0.00044724022,"threshold_uncertainty_score":0.9997247},"labels":[],"label_agreement":null},{"id":"W351076487","doi":"","title":"Особенности современной зарубежной системы подготовки кадров для туриндустрии","year":2013,"lang":"ru","type":"article","venue":"Труды Санкт-Петербургского государственного университета культуры и искусств","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.01017775017627375,"score_gpt":0.204550649159438,"score_spread":0.19437289898316423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W351076487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62384176,0.01076813,0.0011970117,0.047843423,0.028111458,0.010052426,0.0003612868,0.0034189713,0.27440554],"genre_scores_gemma":[0.9002701,0.0014811885,0.0016135882,0.013865535,0.023493405,0.0014856146,0.0016961428,0.0012458308,0.054848615],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9769358,0.00064778473,0.0057997685,0.00543865,0.004307005,0.0068709594],"domain_scores_gemma":[0.98441505,0.00094347197,0.004161131,0.0057923757,0.003493036,0.001194912],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"category_scores_codex":[0.0037963584,0.004632078,0.0040913736,0.0030654995,0.0036502155,0.009358155,0.005360737,0.0029338063,0.08800346],"category_scores_gemma":[0.002334252,0.0049358965,0.002492562,0.0060639507,0.00190624,0.014186834,0.0028052807,0.004164333,0.12042991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046196827,0.0053411624,0.0357276,0.0038715038,0.001924934,0.00043725152,0.003315126,0.00026633416,0.0019995007,0.0255217,0.82231075,0.09882218],"study_design_scores_gemma":[0.007044364,0.0005610129,0.17221893,0.0019834377,0.0017770978,0.00017197119,0.00589622,0.0056252573,0.00096883957,0.028115258,0.767145,0.00849261],"about_ca_topic_score_codex":0.018655708,"about_ca_topic_score_gemma":0.0025343287,"teacher_disagreement_score":0.2764283,"about_ca_system_score_codex":0.0012590181,"about_ca_system_score_gemma":0.0013745333,"threshold_uncertainty_score":0.99960124},"labels":[],"label_agreement":null},{"id":"W37576024","doi":"10.1016/j.annals.2006.09.001","title":"The use of Tourism knowledge","year":2007,"lang":"en","type":"article","venue":"Annals of Tourism Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":146,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Tourism; Humanities; Sociology; Political science; Philosophy","score_opus":0.3394233147603302,"score_gpt":0.4371095430884711,"score_spread":0.09768622832814089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W37576024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9470445,0.00093973026,0.00012691706,0.0115940785,0.00046087292,0.00036925238,0.0000026315693,0.000030084222,0.03943192],"genre_scores_gemma":[0.99318844,0.0002890836,0.00014535834,0.00022566122,0.0019727165,0.000010232235,0.000008053595,0.000022304486,0.004138137],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978915,0.000066983295,0.0004956778,0.00021420763,0.0007151658,0.00061647926],"domain_scores_gemma":[0.9965273,0.0009848023,0.00022328159,0.00053118914,0.0017008543,0.000032550997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062946337,0.00011723523,0.00019322836,0.00047731085,0.00038187136,0.00019531012,0.00054466975,0.00011170183,0.00010295511],"category_scores_gemma":[0.0015190936,0.000088547684,0.00013258877,0.0010105125,0.00035827534,0.0008078678,0.0002971619,0.00034841223,0.00018052492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017721589,0.0006414188,0.00686559,0.00026092163,0.000078900746,0.000022514438,0.00047702782,0.0000084510075,0.00047312627,0.05506487,0.8581181,0.07781185],"study_design_scores_gemma":[0.00020040097,0.00004742914,0.08216339,0.000086381566,0.0000085958945,5.1550336e-7,0.0006344825,0.00015964078,0.0043802997,0.022788547,0.8893844,0.00014593499],"about_ca_topic_score_codex":0.0030643714,"about_ca_topic_score_gemma":0.0002683623,"teacher_disagreement_score":0.07766592,"about_ca_system_score_codex":0.000011675894,"about_ca_system_score_gemma":0.00007822618,"threshold_uncertainty_score":0.46324334},"labels":[],"label_agreement":null},{"id":"W4200382484","doi":"10.1007/s41463-021-00111-3","title":"Enhancing tourism education: The contribution of humanistic management","year":2021,"lang":"en","type":"article","venue":"Humanistic Management Journal","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Humanism; Tourism; Hospitality management studies; Engineering ethics; Psychology; Sociology; Business; Environmental ethics; Political science; Geography; Engineering; Philosophy; Archaeology","score_opus":0.011056885333051237,"score_gpt":0.2416083431837351,"score_spread":0.23055145785068387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200382484","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.069829255,0.0030875483,0.064146556,0.015811203,0.012622024,0.0023471504,0.000004905507,0.000239217,0.83191216],"genre_scores_gemma":[0.9871997,0.00020678274,0.00085268676,0.001733701,0.0031704002,0.000058314814,0.00007232766,0.000028885268,0.006677205],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978715,0.000053319425,0.0007430871,0.00031672386,0.0006305874,0.00038478887],"domain_scores_gemma":[0.99820566,0.000051389936,0.00063772843,0.00049732527,0.0005776877,0.000030190286],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010051676,0.00023666637,0.00025970853,0.00027281733,0.0009823982,0.00077390374,0.00048010686,0.000054652013,0.002040006],"category_scores_gemma":[0.00010220114,0.00020275256,0.00017115528,0.0004844472,0.00009647169,0.0005126539,0.00028163925,0.00027791402,0.00026278012],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017120276,0.00049145473,0.00047121197,0.00042556235,0.0002369817,0.00014516592,0.00011061495,0.000027545195,0.000052724878,0.9615542,0.030824123,0.0056432416],"study_design_scores_gemma":[0.0014269872,0.000034905897,0.039622653,0.000728665,0.0011766375,0.00009630125,0.0076803016,0.00023010187,0.00023930475,0.31578332,0.63235766,0.00062319083],"about_ca_topic_score_codex":0.000033264754,"about_ca_topic_score_gemma":0.000056062145,"teacher_disagreement_score":0.91737044,"about_ca_system_score_codex":0.00013033724,"about_ca_system_score_gemma":0.00008137012,"threshold_uncertainty_score":0.9988723},"labels":[],"label_agreement":null},{"id":"W4206027170","doi":"10.3390/tourhosp3010003","title":"The Elusive Search for Talent: Skill Gaps in the Canadian Luxury Hotel Sector","year":2022,"lang":"en","type":"article","venue":"Tourism and Hospitality","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Hospitality; Marketing; Business; Hospitality industry; Point (geometry); Advertising; Public relations; Tourism; Political science","score_opus":0.013754286290037753,"score_gpt":0.2391883313839335,"score_spread":0.22543404509389575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206027170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9663162,0.0005065291,0.000009783845,0.022738714,0.000653706,0.00091131043,0.00005242274,0.000024021605,0.008787271],"genre_scores_gemma":[0.99514973,0.000030028606,0.000011641152,0.0027153904,0.0012084194,0.00028618393,0.00009528582,0.000016456892,0.00048685892],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99862957,0.00006490693,0.00022667611,0.00028312625,0.00033479894,0.00046090627],"domain_scores_gemma":[0.9993076,0.00014749337,0.00009289503,0.0003329935,0.00008845777,0.000030578787],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019768868,0.00014435197,0.0001340222,0.00012269533,0.0023361812,0.000503315,0.00045555367,0.00005272095,0.00011570676],"category_scores_gemma":[0.00008453524,0.000103254926,0.00007697204,0.00036153142,0.00012527133,0.0003660641,0.00015845241,0.00031290262,0.00001491004],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002088418,0.00096497533,0.28988814,0.000548433,0.00015140937,0.00012368313,0.023787469,0.00017089245,0.000019116398,0.32805708,0.32719305,0.028886905],"study_design_scores_gemma":[0.0005128968,0.0000436654,0.6523574,0.000008137981,0.000027436357,0.0000030031822,0.011851755,0.00029356356,0.000007636769,0.025774274,0.3088554,0.0002648006],"about_ca_topic_score_codex":0.22385593,"about_ca_topic_score_gemma":0.10647457,"teacher_disagreement_score":0.36246926,"about_ca_system_score_codex":0.00012698949,"about_ca_system_score_gemma":0.00014724741,"threshold_uncertainty_score":0.99896264},"labels":[],"label_agreement":null},{"id":"W4213171208","doi":"10.5430/jct.v11n2p90","title":"Identifying Competencies for Leisure and Hospitality Curriculum in a Rural Region","year":2022,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hospitality; Business; Marketing; Hospitality industry; Curriculum; Service (business); Customer satisfaction; Product (mathematics); Tertiary sector of the economy; Customer service; Public relations; Tourism; Knowledge management; Psychology; Geography; Political science; Computer science","score_opus":0.015117437682079715,"score_gpt":0.2543770177497428,"score_spread":0.2392595800676631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213171208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99575895,0.0008260588,0.0006547112,0.0015383556,0.0006912766,0.00017346196,9.298603e-7,0.000013079364,0.00034318323],"genre_scores_gemma":[0.99857926,0.000027545031,0.0004465966,0.0001449858,0.0007544258,0.000012549639,0.000005277561,0.000010215523,0.000019127123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990304,0.00004705334,0.00038785092,0.00012525728,0.00022518776,0.00018422076],"domain_scores_gemma":[0.99930155,0.00004107617,0.00048569095,0.000066717526,0.00008552139,0.000019412531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013385748,0.00011650979,0.0002465139,0.0002649695,0.00051454426,0.00025638557,0.00012932096,0.000030579642,0.000007933266],"category_scores_gemma":[0.0001577302,0.00010365621,0.00008490255,0.00012649188,0.00003219746,0.001312066,0.00013457813,0.00040799566,3.3455623e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013971571,0.0002717844,0.9525263,0.00018455938,0.000021399916,0.000019922289,0.0011228899,0.000028064736,0.00004925568,0.03375195,0.0013602442,0.010649715],"study_design_scores_gemma":[0.0034431627,0.00025478884,0.7691648,0.0005394396,0.0002061131,0.0004585913,0.12652345,0.009506557,0.0000051199827,0.0493677,0.039794434,0.00073580805],"about_ca_topic_score_codex":0.0011115614,"about_ca_topic_score_gemma":0.000046476263,"teacher_disagreement_score":0.18336141,"about_ca_system_score_codex":0.00004707792,"about_ca_system_score_gemma":0.000019167343,"threshold_uncertainty_score":0.42269775},"labels":[],"label_agreement":null},{"id":"W4224317332","doi":"10.1080/15313220.2022.2062523","title":"Fixed and in flux: the identity of a hospitality degree program at a Canadian community college","year":2022,"lang":"en","type":"article","venue":"Journal of Teaching in Travel & Tourism","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Niagara College","funders":"","keywords":"Hospitality; Identity (music); Context (archaeology); Sociology; Public relations; Marketing; Management; Political science; Business; Economics; Tourism; Law; Geography","score_opus":0.027943615375422226,"score_gpt":0.26738019656758316,"score_spread":0.23943658119216094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224317332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915464,0.00013321127,0.000009171076,0.002580914,0.0003458852,0.00031445266,0.00001096208,0.0000061424753,0.005052855],"genre_scores_gemma":[0.9991072,0.0000050225117,0.00017783337,0.0003477933,0.00021578689,0.00001729399,0.00000738533,0.000011345708,0.00011038476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842983,0.0003160241,0.0005738439,0.0000954032,0.0003494234,0.00023547109],"domain_scores_gemma":[0.9990746,0.00011348107,0.00051947153,0.00020426346,0.000057049794,0.000031184485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051667234,0.00011758315,0.00027060963,0.00045517896,0.0006285597,0.00009481124,0.00049271365,0.000050698407,0.000058058413],"category_scores_gemma":[0.00031900217,0.00010065198,0.00008885756,0.00039093246,0.00007468144,0.0007366757,0.0002245158,0.0013494804,8.7813265e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018578184,0.0023132476,0.9472062,0.00032209532,0.00010025954,0.00030986313,0.012806567,0.00033368918,0.00013686274,0.007647524,0.016881503,0.011756413],"study_design_scores_gemma":[0.0007062831,0.00006214954,0.978312,0.00006314304,0.000028197835,0.000032030897,0.008651409,0.00033249325,0.000004831798,0.0055235634,0.0061654802,0.00011841771],"about_ca_topic_score_codex":0.2282584,"about_ca_topic_score_gemma":0.27846572,"teacher_disagreement_score":0.050207313,"about_ca_system_score_codex":0.00033224924,"about_ca_system_score_gemma":0.000119765326,"threshold_uncertainty_score":0.7768807},"labels":[],"label_agreement":null},{"id":"W4229009245","doi":"10.1108/jtf-04-2021-0101","title":"Human capital futures: an educational perspective","year":2022,"lang":"en","type":"article","venue":"Journal of Tourism Futures","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capilano University","funders":"","keywords":"Tourism; Public relations; Originality; Futures contract; Human capital; Work (physics); Higher education; Global education; Political science; Sociology; Marketing; Business; Pedagogy; Engineering; Economic growth; Economics; Social science; Qualitative research","score_opus":0.011014975874830017,"score_gpt":0.2684994592660812,"score_spread":0.2574844833912512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229009245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720433,0.00068507885,0.000011092436,0.01697701,0.0035192382,0.000109207016,0.0000046158684,0.000021660895,0.0066288337],"genre_scores_gemma":[0.9677723,0.0000052100154,0.00019374744,0.0017692931,0.029505467,0.000011145909,0.000021582058,0.000023904746,0.0006973407],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.998544,0.000046428155,0.00039630893,0.00018432179,0.0006162633,0.00021267342],"domain_scores_gemma":[0.9986562,0.000023908167,0.00067355554,0.00019086269,0.0004190587,0.00003637744],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059608626,0.00015578655,0.00020735992,0.00045059528,0.0011035001,0.0002570833,0.0004827666,0.000049663406,0.003030978],"category_scores_gemma":[0.00008328785,0.00014507587,0.00018871107,0.0002742422,0.00004457472,0.0014375554,0.00011456587,0.00051813526,0.000022502634],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013633179,0.0023958394,0.007120083,0.000060269314,0.00021286291,0.00011472339,0.013717213,0.0010961195,0.0009215256,0.35268074,0.61899227,0.0025519796],"study_design_scores_gemma":[0.001205076,0.00030731218,0.34662047,0.000024457893,0.00016017913,0.00016389707,0.14105183,0.0000430071,0.00004126118,0.31484497,0.19497527,0.000562259],"about_ca_topic_score_codex":0.00096541544,"about_ca_topic_score_gemma":0.00010264424,"teacher_disagreement_score":0.424017,"about_ca_system_score_codex":0.00019151646,"about_ca_system_score_gemma":0.00016323615,"threshold_uncertainty_score":0.9978804},"labels":[],"label_agreement":null},{"id":"W4230110939","doi":"10.1108/s1871-317320160000012024","title":"Editorial Board","year":2016,"lang":"en","type":"paratext","venue":"Tourism and hospitality management","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Hospitality; Library science; Management; Sociology; Humanities; Political science; Tourism; Art; Geography; Archaeology; Law","score_opus":0.007816354195224282,"score_gpt":0.2296239844462254,"score_spread":0.22180763025100111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230110939","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037189226,0.0011222642,0.00032227827,0.0047815754,0.2434998,0.0011413993,0.00006752238,0.00019762549,0.7451486],"genre_scores_gemma":[0.011999783,0.0034648299,0.00016958661,0.002155617,0.63331026,0.00030209115,0.0006888883,0.00016721229,0.34774172],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967938,0.00002642896,0.00063558744,0.0010222413,0.0008095731,0.00071233616],"domain_scores_gemma":[0.99835485,0.00003412012,0.00053087616,0.0008301033,0.00019118357,0.000058892096],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006324422,0.00067794544,0.00065135385,0.00044221085,0.00038425907,0.000934422,0.00059589645,0.0005260654,0.0033113966],"category_scores_gemma":[0.000029797558,0.00058139855,0.0002296961,0.00027219646,0.00019298191,0.0011487914,0.0008140298,0.0003836878,0.017825605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028922761,0.00015015736,0.00010234834,0.001136724,0.00018366806,0.000012429251,0.000033142598,7.713969e-7,7.9478565e-7,0.01510067,0.9680989,0.01515149],"study_design_scores_gemma":[0.00079093204,0.000024375604,0.0021791973,0.0002598661,0.00021764894,3.140054e-7,0.00016481194,0.0000049260484,0.0000020259513,0.010989616,0.9845261,0.0008401974],"about_ca_topic_score_codex":0.0011992278,"about_ca_topic_score_gemma":0.000019753288,"teacher_disagreement_score":0.3974069,"about_ca_system_score_codex":0.000105807514,"about_ca_system_score_gemma":0.00003565311,"threshold_uncertainty_score":0.9996638},"labels":[],"label_agreement":null},{"id":"W4233942771","doi":"10.1007/978-3-319-01669-6_556-1","title":"Fieldwork, tourism","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Tourism; Geography; Archaeology","score_opus":0.043449016453719125,"score_gpt":0.23637503992761597,"score_spread":0.19292602347389684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233942771","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000051107956,0.00027129933,0.00008391613,0.0032186063,0.0013775122,0.00015567784,0.000001179169,0.00015408029,0.9946866],"genre_scores_gemma":[0.0048978096,0.000019683457,0.00008513272,0.0024082542,0.008891277,0.0000052443606,0.00011268395,0.00004261835,0.9835373],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991512,9.2579046e-7,0.00020367258,0.00023948384,0.0002508115,0.00015393567],"domain_scores_gemma":[0.99933046,0.000013551139,0.00016706038,0.00029693593,0.00017802302,0.000013978343],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017759428,0.00021114164,0.00020194252,0.00015290234,0.00005759708,0.00018534539,0.00019577623,0.00029483714,0.0111946445],"category_scores_gemma":[0.000029750014,0.00019545548,0.00009984814,0.000027583663,0.000027814536,0.0004026468,0.00011123684,0.00023312429,0.0086511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018123543,0.000007426605,0.00001380996,0.000025627065,0.000012318897,0.00000667297,0.000006191628,5.977658e-7,6.375698e-8,0.47191623,0.5232221,0.00478716],"study_design_scores_gemma":[0.000068542424,0.000002700482,0.000029128185,0.000033260036,0.000029670999,4.2078332e-7,0.000013217672,0.00001408614,2.6525265e-7,0.25746924,0.7421384,0.0002011058],"about_ca_topic_score_codex":0.00030100212,"about_ca_topic_score_gemma":0.00006601069,"teacher_disagreement_score":0.21891628,"about_ca_system_score_codex":0.000028301936,"about_ca_system_score_gemma":0.000040257946,"threshold_uncertainty_score":0.9921208},"labels":[],"label_agreement":null},{"id":"W4237463925","doi":"10.1787/tour-2014-table30-fr","title":"Canada : emploi dans le tourisme","year":2014,"lang":"fr","type":"other","venue":"Tendances et politiques du tourisme de l'OCDE","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.008518598021494147,"score_gpt":0.2250332752116739,"score_spread":0.21651467719017975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237463925","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05977765,0.0034407142,0.0018523867,0.082598366,0.0043418813,0.0009113251,0.00024133116,0.0005376443,0.8462987],"genre_scores_gemma":[0.45492852,0.0008601526,0.0010672155,0.022086946,0.024756769,0.00018461094,0.00060595706,0.00064244535,0.49486738],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946477,0.00036220838,0.0010993674,0.0011852164,0.00080264115,0.0019029016],"domain_scores_gemma":[0.9967771,0.00025519167,0.0012347657,0.0010381419,0.0004490103,0.0002457517],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011640999,0.0012143159,0.0012134303,0.00077665446,0.0005166035,0.0009598021,0.0013407663,0.0007933487,0.00832987],"category_scores_gemma":[0.0006315694,0.0013221103,0.0003575314,0.0009036454,0.0004474785,0.0013257873,0.00038088462,0.0010692346,0.0006052222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002043704,0.00030822426,0.019789023,0.0013402997,0.00022174191,0.00020527856,0.0010897,0.000055322897,0.000014905997,0.24556476,0.7271104,0.004279886],"study_design_scores_gemma":[0.0005914431,0.000043499713,0.06732746,0.00085409486,0.0002120333,0.000027143884,0.0009282369,0.00035991086,0.00010156377,0.013151252,0.9149907,0.00141264],"about_ca_topic_score_codex":0.9638203,"about_ca_topic_score_gemma":0.86425626,"teacher_disagreement_score":0.39515087,"about_ca_system_score_codex":0.001126389,"about_ca_system_score_gemma":0.0038126437,"threshold_uncertainty_score":0.9989228},"labels":[],"label_agreement":null},{"id":"W4240161762","doi":"10.1787/tour-2010-table4_22-en","title":"Canada: Employment in tourism","year":2010,"lang":"en","type":"other","venue":"OECD tourism trends and policies","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Economic geography; Geography; Archaeology","score_opus":0.009506117196090376,"score_gpt":0.23052165859526408,"score_spread":0.2210155413991737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240161762","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009397583,0.000955397,0.0000013846222,0.011684086,0.001528172,0.00013707338,0.000049248698,0.00011560647,0.97613144],"genre_scores_gemma":[0.04536721,0.00024775547,0.00006185409,0.0035673827,0.010400239,0.000050142182,0.00020825567,0.0003191561,0.93977803],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986775,0.000009662098,0.0002748616,0.00034605624,0.00026357154,0.00042836127],"domain_scores_gemma":[0.9993513,0.000018253308,0.00025363764,0.0003239432,0.000018296658,0.000034535708],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012071417,0.00036183881,0.000391645,0.0008215116,0.00009297737,0.00020917726,0.0002252862,0.00033338487,0.0031210433],"category_scores_gemma":[0.000013117054,0.0003396921,0.000059802136,0.00022767286,0.000074379095,0.00015802048,0.00012468047,0.00038915357,0.000077801546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025726888,0.00005407084,0.0023356164,0.000071460745,0.00002254781,0.000022425063,0.00006687354,4.131673e-7,0.000002404619,0.0037362208,0.96912384,0.024561567],"study_design_scores_gemma":[0.00026951896,0.000005088672,0.03676806,0.00007024004,0.00003148713,0.0000015444873,0.000061117345,0.00000851788,0.0000031955242,0.00047512734,0.9619216,0.00038453378],"about_ca_topic_score_codex":0.9721511,"about_ca_topic_score_gemma":0.9565108,"teacher_disagreement_score":0.036353443,"about_ca_system_score_codex":0.000047464993,"about_ca_system_score_gemma":0.00015092084,"threshold_uncertainty_score":0.9999055},"labels":[],"label_agreement":null},{"id":"W4240756973","doi":"10.1079/9781780648873.0179","title":"Case studies.","year":2017,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Tourism; Management science; Regional science; Epistemology; Computer science; Operations research; Engineering ethics; Engineering; Sociology; Geography; Philosophy; Archaeology","score_opus":0.06914092177337801,"score_gpt":0.28104113318701507,"score_spread":0.21190021141363707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240756973","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010610712,0.00037260863,0.0000037171665,0.00026094544,0.0020224485,0.0002742326,0.0000052029504,0.00010420413,0.99589556],"genre_scores_gemma":[0.026753288,0.000017029073,0.000016294967,0.00077445613,0.00642988,0.000020033072,0.000028606442,0.00006278724,0.9658976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908465,0.0000016889945,0.000233649,0.0003260891,0.00016203854,0.00019189734],"domain_scores_gemma":[0.99867755,0.00002087096,0.00042109983,0.0006435178,0.00022274554,0.00001418569],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019408889,0.00028518398,0.00032904992,0.00014772099,0.00045113527,0.00029755378,0.00023440871,0.00022289928,0.00024560725],"category_scores_gemma":[0.00007467011,0.00027682685,0.00014670302,0.0000034775073,0.00017714388,0.00022488544,0.00020027989,0.0002568846,0.0015340195],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009292069,0.000015410245,0.00003277962,0.00062298554,0.00027627085,0.0059103337,0.00037499983,2.885121e-7,0.000001979848,0.71788335,0.057516523,0.21735577],"study_design_scores_gemma":[0.00013376838,0.000003991583,0.000009659562,0.00013073214,0.00013795441,0.00010813153,0.000060854447,0.0000028214652,0.000001786616,0.083056405,0.91603285,0.0003210311],"about_ca_topic_score_codex":0.00015962358,"about_ca_topic_score_gemma":0.00014892718,"teacher_disagreement_score":0.85851634,"about_ca_system_score_codex":0.000051368814,"about_ca_system_score_gemma":0.00004437391,"threshold_uncertainty_score":0.9999684},"labels":[],"label_agreement":null},{"id":"W4241165127","doi":"10.1108/s1871-317320140000009021","title":"Editorial Board","year":2014,"lang":"en","type":"paratext","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Editorial board; Computer science; Library science","score_opus":0.009660385867137944,"score_gpt":0.23607289040199683,"score_spread":0.2264125045348589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241165127","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012264968,0.000030055306,0.00018009849,0.00081879913,0.41885677,0.00010184031,0.0000015396502,0.00005031665,0.5798379],"genre_scores_gemma":[0.0017642974,0.000014466275,0.000028981405,0.0014515198,0.6997884,0.000018967969,0.00042470332,0.00003005158,0.29647863],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989407,0.00000593499,0.00022181415,0.00028993405,0.0003140473,0.00022758271],"domain_scores_gemma":[0.99929094,0.000021766211,0.0002106867,0.00028995785,0.00017741323,0.000009238397],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002168493,0.00021725797,0.00025132895,0.00016431852,0.00011058549,0.0005059167,0.00027497023,0.00038137712,0.019912751],"category_scores_gemma":[0.00006394476,0.00019544952,0.00011033038,0.00015263539,0.000027366821,0.00045220676,0.00010052312,0.00026223843,0.23139612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044721332,0.000030458456,0.00001822469,0.00013943743,0.000014072521,1.1489955e-7,0.000005205468,0.0000034633622,0.000001066297,0.0036206327,0.99548817,0.00067467685],"study_design_scores_gemma":[0.00014485062,0.000003467375,0.000045539524,0.00002967109,0.00002685282,4.00341e-8,0.000016034983,0.00002750741,0.0000021409464,0.0010505016,0.99838144,0.0002719415],"about_ca_topic_score_codex":0.002394667,"about_ca_topic_score_gemma":0.00004882209,"teacher_disagreement_score":0.28335932,"about_ca_system_score_codex":0.000024577674,"about_ca_system_score_gemma":0.000047643174,"threshold_uncertainty_score":0.9809832},"labels":[],"label_agreement":null},{"id":"W4242319231","doi":"10.1300/j172v01n01_05","title":"Practicing What We Preach in Tourism Education and Research","year":2001,"lang":"en","type":"article","venue":"Journal of Teaching in Travel & Tourism","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Tourism; Hospitality; Hospitality management studies; Marketing; Business; Strategic planning; Public relations; Knowledge management; Process management; Management science; Computer science; Political science; Economics","score_opus":0.04145358387818587,"score_gpt":0.3462995547432879,"score_spread":0.304845970865102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242319231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96547294,0.0019280652,0.00009815512,0.018438457,0.0010685823,0.00021198834,1.0502138e-7,0.000009862061,0.012771864],"genre_scores_gemma":[0.9933829,0.0011778321,0.0008936922,0.0003755097,0.003518632,0.00000840837,0.0000028793652,0.000024410265,0.0006157929],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979765,0.0001858175,0.0006987114,0.00022542916,0.00053672196,0.00037683002],"domain_scores_gemma":[0.9988671,0.00025958815,0.00048765392,0.00017671264,0.00017176855,0.000037188536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006086289,0.00015755114,0.00028441884,0.0015039203,0.00019650382,0.00079023815,0.00027047598,0.00013873389,0.000027265087],"category_scores_gemma":[0.0008658419,0.00014880864,0.000060845447,0.0005148244,0.000048342503,0.005359721,0.000077212404,0.0016756257,0.000012608618],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003212924,0.005033886,0.29425824,0.0005614166,0.000071894865,0.0005850042,0.026748314,0.00031327034,0.0014152443,0.0121463975,0.04991671,0.60862833],"study_design_scores_gemma":[0.0019648,0.00011834984,0.74231726,0.0033507678,0.000055302888,0.00032757092,0.05738846,0.0012446301,0.00006720122,0.051015116,0.14162326,0.00052726525],"about_ca_topic_score_codex":0.0026369991,"about_ca_topic_score_gemma":0.0002895782,"teacher_disagreement_score":0.60810107,"about_ca_system_score_codex":0.00017831585,"about_ca_system_score_gemma":0.00016179262,"threshold_uncertainty_score":0.76202846},"labels":[],"label_agreement":null},{"id":"W4244267698","doi":"10.1007/978-3-319-01669-6_72-1","title":"Epistemology, tourism","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Tourism; Epistemology; Philosophy; Sociology; Psychology; Geography; Archaeology","score_opus":0.042102313104076104,"score_gpt":0.24500699022147868,"score_spread":0.20290467711740257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244267698","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008376915,0.00031275666,0.000056433837,0.0038255136,0.0015733906,0.00019367739,0.000002279657,0.00018109274,0.9937711],"genre_scores_gemma":[0.0053072437,0.000014378605,0.000089942994,0.0020357636,0.0074104955,0.0000067759534,0.0001891548,0.000054096807,0.98489213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904716,0.0000017422057,0.00025485587,0.00029076822,0.00022546506,0.00018002705],"domain_scores_gemma":[0.9991742,0.000014171461,0.0002362974,0.00033084647,0.00022887191,0.000015663483],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027309998,0.00024363477,0.00026591204,0.00020511266,0.00007135976,0.00014117638,0.00022350473,0.00034458516,0.006819148],"category_scores_gemma":[0.00003526853,0.00022634746,0.00010698831,0.000028690352,0.00006725429,0.00038871565,0.00013567311,0.00022879627,0.012417121],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021825858,0.0000092185155,0.000023383705,0.000037592552,0.00001634684,0.0000124226535,0.0000047819385,3.7127495e-7,1.220406e-7,0.5629127,0.43477365,0.002207238],"study_design_scores_gemma":[0.00008158626,0.0000034917375,0.00006455016,0.000025020567,0.000034873116,0.0000015783046,0.000010987194,0.000010554135,1.9222466e-7,0.30942962,0.6901336,0.00020396676],"about_ca_topic_score_codex":0.00044700212,"about_ca_topic_score_gemma":0.000075026124,"teacher_disagreement_score":0.25535995,"about_ca_system_score_codex":0.000048643804,"about_ca_system_score_gemma":0.00005426412,"threshold_uncertainty_score":0.99408877},"labels":[],"label_agreement":null},{"id":"W4245941389","doi":"10.1007/978-3-319-01384-8_103","title":"Humanism","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Humanism; Philosophy; Theology","score_opus":0.02090066891666093,"score_gpt":0.21052699799644478,"score_spread":0.18962632907978386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245941389","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003522691,0.0000507313,0.00010318828,0.0020397939,0.00091372465,0.000121929224,0.0000015841055,0.00015142026,0.9965824],"genre_scores_gemma":[0.0058702966,0.00001822692,0.000025906678,0.0021940954,0.007329948,0.000004335113,0.000033508666,0.00004330541,0.9844804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933976,4.5766103e-7,0.00016299622,0.0002145633,0.00015531716,0.00012690917],"domain_scores_gemma":[0.99951,0.000010048608,0.00015158039,0.00024034778,0.000082215956,0.0000057954376],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000086241,0.00017400928,0.00014486756,0.00014152183,0.000084854466,0.00014359165,0.000155274,0.00016771865,0.020464545],"category_scores_gemma":[0.000009137895,0.00013175832,0.000092331764,0.0000104326655,0.000035957397,0.0004167276,0.00007898443,0.00009429486,0.02310033],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.295616e-7,0.0000055637306,0.000012516601,0.000029556842,0.000013722052,0.0000024672647,0.0000037491893,1.13887415e-8,0.000001330202,0.90682626,0.08624082,0.0068630883],"study_design_scores_gemma":[0.00004990113,0.0000012219024,0.00006883027,0.000041304287,0.000016673332,1.7170181e-7,0.000002337958,7.261815e-7,8.85704e-7,0.34835914,0.6513106,0.00014820111],"about_ca_topic_score_codex":0.000044800974,"about_ca_topic_score_gemma":0.000027234944,"teacher_disagreement_score":0.5650698,"about_ca_system_score_codex":0.00002184519,"about_ca_system_score_gemma":0.000015721784,"threshold_uncertainty_score":0.9804309},"labels":[],"label_agreement":null},{"id":"W4249487038","doi":"10.1037/e318512004-023","title":"Division 43 Hospitality Suite 2003 APA Convention--Toronto, Ontario, Canada","year":2003,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Suite; Hospitality; Division (mathematics); Convention; Library science; Geography; Management; Political science; Archaeology; Tourism; Computer science; Law; Economics; Mathematics","score_opus":0.012679786432272846,"score_gpt":0.23728242282076448,"score_spread":0.22460263638849162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249487038","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00065075816,0.00043527727,0.00001413447,0.00046775423,0.0072816648,0.0007931027,0.988599,0.000044649285,0.0017136656],"genre_scores_gemma":[0.00029902163,0.00008524635,0.000038892114,0.00401117,0.0014000817,0.0000872284,0.9932714,0.000045245753,0.0007617084],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961709,0.000059818085,0.0008919712,0.0010833293,0.0009996758,0.00079434615],"domain_scores_gemma":[0.9967925,0.000045669763,0.00083667,0.0019178687,0.00031106584,0.000096246804],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007649591,0.00074537896,0.0006559371,0.00013779529,0.00044835435,0.0007186861,0.0011016417,0.00040609884,0.024265114],"category_scores_gemma":[0.0002851974,0.0007778085,0.00012996531,0.00046391325,0.00009793833,0.002008127,0.0002751604,0.00065450254,0.001252299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014671789,0.00037941514,0.0013277024,0.00040356163,0.00010563957,0.000043541902,0.000008424237,0.000001651035,2.4017803e-7,0.00031778953,0.99711615,0.00028120706],"study_design_scores_gemma":[0.00049028837,0.000015584657,0.008462682,0.000104516104,0.0002458825,0.0000031278319,0.00009327865,0.000005798237,8.3216474e-7,0.0002516344,0.9893962,0.00093017553],"about_ca_topic_score_codex":0.99702793,"about_ca_topic_score_gemma":0.997968,"teacher_disagreement_score":0.023012815,"about_ca_system_score_codex":0.0009606666,"about_ca_system_score_gemma":0.0012534403,"threshold_uncertainty_score":0.99952537},"labels":[],"label_agreement":null},{"id":"W4249700693","doi":"10.1108/s1871-317320150000010038","title":"Editorial Board","year":2015,"lang":"en","type":"paratext","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Hospitality; Management; Publishing; Recreation; Tourism; Sociology; Political science; Geography; Archaeology; Law","score_opus":0.01822681083844181,"score_gpt":0.25705253252265586,"score_spread":0.23882572168421407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249700693","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010839425,0.000082391765,0.000026100503,0.00072083046,0.41922754,0.000109585475,0.000003299712,0.000048821435,0.57967305],"genre_scores_gemma":[0.00054727617,0.0000138309215,0.000025714115,0.00072029943,0.65555596,0.000017185983,0.0005595975,0.00002724913,0.34253287],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988606,0.0000049293503,0.00021088547,0.00027001355,0.00043218027,0.00022141855],"domain_scores_gemma":[0.99913365,0.000011313229,0.00018872196,0.00026642488,0.00038590122,0.000013973744],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026831334,0.00021138978,0.00023731873,0.00016605949,0.00007702823,0.0004924474,0.00026840292,0.00037670525,0.013789509],"category_scores_gemma":[0.000079424666,0.00018949014,0.00008419574,0.00019709393,0.000026873606,0.0006689929,0.000121789664,0.00026150784,0.2190997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006952749,0.000041622232,0.000012921182,0.00008316812,0.000015190455,3.0922766e-7,0.000011724381,0.0000034575912,5.3126513e-7,0.0014129287,0.9979779,0.0004333061],"study_design_scores_gemma":[0.00018182809,0.0000037721181,0.000015853002,0.000022442819,0.000027113183,5.6537647e-8,0.00005647526,0.000013331301,0.0000010776906,0.0017606847,0.9976536,0.00026376868],"about_ca_topic_score_codex":0.0032759455,"about_ca_topic_score_gemma":0.000057748948,"teacher_disagreement_score":0.23714013,"about_ca_system_score_codex":0.000049860926,"about_ca_system_score_gemma":0.00014222699,"threshold_uncertainty_score":0.98711205},"labels":[],"label_agreement":null},{"id":"W4250440920","doi":"10.1007/978-3-319-01384-8_72","title":"Epistemology","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Philosophy; Epistemology; Sociology","score_opus":0.018891040387110872,"score_gpt":0.2156703924021114,"score_spread":0.19677935201500052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250440920","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000419205,0.00006286356,0.00013660405,0.0053567076,0.0011698353,0.00011750961,0.0000016058361,0.00011733522,0.9929956],"genre_scores_gemma":[0.006712312,0.000017369211,0.00002846655,0.0025392768,0.0056034983,0.00000466078,0.000032459044,0.00003567922,0.9850263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935746,8.789344e-7,0.00017796316,0.00022065373,0.00010757136,0.00013547661],"domain_scores_gemma":[0.9994856,0.000019148187,0.00016856815,0.00023662817,0.000084165295,0.0000059000718],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001020058,0.000164041,0.0001755038,0.0001491407,0.000057462737,0.00006870785,0.00014708456,0.00021958177,0.014576391],"category_scores_gemma":[0.000016703309,0.00012284543,0.00008733192,0.000012239845,0.00005250127,0.00027550658,0.000078302415,0.000092066104,0.021921633],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019002416,0.0000050948424,0.000049781953,0.00003945669,0.000015193754,0.000004747043,0.000002023322,1.4392193e-8,7.439682e-7,0.9134822,0.07779778,0.008601086],"study_design_scores_gemma":[0.00005265209,0.0000016454343,0.00009881293,0.00003292391,0.000015671976,7.270164e-7,0.0000015768322,9.551437e-7,4.749988e-7,0.32675776,0.67290395,0.00013283685],"about_ca_topic_score_codex":0.0000554367,"about_ca_topic_score_gemma":0.000028472889,"teacher_disagreement_score":0.5951062,"about_ca_system_score_codex":0.000022688715,"about_ca_system_score_gemma":0.00001963243,"threshold_uncertainty_score":0.9863244},"labels":[],"label_agreement":null},{"id":"W4252346317","doi":"10.1007/978-3-319-01384-8_74","title":"Ethics","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Political science","score_opus":0.04276576397084188,"score_gpt":0.2561919473263645,"score_spread":0.21342618335552266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252346317","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011479066,0.00005317816,0.00028231193,0.011929794,0.0009936928,0.000103467195,0.0000017488863,0.0001327712,0.98649156],"genre_scores_gemma":[0.0031819276,0.000048648075,0.00003857008,0.005505521,0.0064705154,0.0000032732057,0.0000307343,0.00004009257,0.9846807],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993089,0.0000010263486,0.00015845662,0.00020054498,0.00021164531,0.000119444565],"domain_scores_gemma":[0.9994196,0.00004266721,0.00014970911,0.00023420481,0.00014770543,0.000006075593],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023064415,0.00016189268,0.00013592928,0.00012671917,0.000094474155,0.00012958671,0.00014940841,0.0003753721,0.010758914],"category_scores_gemma":[0.00005651161,0.00012107139,0.00008525444,0.0000139661,0.000045856148,0.0003683109,0.00007916127,0.00030600408,0.016772017],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012526723,0.00000466354,0.00001683987,0.000058351907,0.000012859868,0.0000018717075,0.000010279198,1.7191846e-8,5.485903e-7,0.9308696,0.06079438,0.008229357],"study_design_scores_gemma":[0.000040781124,9.826421e-7,0.000039399612,0.00006693192,0.00001639702,1.5501615e-7,0.0000037156817,0.0000015510991,5.0057986e-7,0.32513952,0.6745481,0.00014197188],"about_ca_topic_score_codex":0.00006406245,"about_ca_topic_score_gemma":0.00004562306,"teacher_disagreement_score":0.61375374,"about_ca_system_score_codex":0.000020383373,"about_ca_system_score_gemma":0.000042129755,"threshold_uncertainty_score":0.9901454},"labels":[],"label_agreement":null},{"id":"W4293428493","doi":"10.24043/isj.390","title":"Human resources and workforce shortages in Jeju Island due to islandness: The challenges faced by former hospitality and tourism professionals","year":2022,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Woosong University","keywords":"Tourism; Workforce; Hospitality; Mainland China; Mainland; Business; Hospitality management studies; Public relations; Marketing; Economic shortage; Hospitality industry; Human resources; Turnover; Career development; Economic growth; Management; Political science; Geography; China; Sociology; Government (linguistics); Economics","score_opus":0.032152259858258855,"score_gpt":0.29849262842945984,"score_spread":0.26634036857120097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293428493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.947989,0.01827233,0.000008635324,0.030613165,0.0004140976,0.0003464179,0.000011341227,0.000016424898,0.002328616],"genre_scores_gemma":[0.99567205,0.0012986675,0.000008113146,0.0011789699,0.0008412881,0.00009720283,0.000005528881,0.00001687608,0.00088132615],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99854416,0.000089843976,0.00037339245,0.0002849031,0.00037227114,0.0003354262],"domain_scores_gemma":[0.9994147,0.00010390731,0.00022191092,0.00014452424,0.00008688434,0.000028079197],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014133025,0.00020964252,0.0003355901,0.00016456586,0.0017619514,0.0002850741,0.00021452755,0.00004579851,0.000063417865],"category_scores_gemma":[0.00009733203,0.00013909467,0.00004555399,0.00021687287,0.00009588243,0.00046536684,0.00043013075,0.0004414915,0.0000024336305],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021368027,0.0007133993,0.27506834,0.0004545571,0.0004937924,0.0001684408,0.096292146,0.00009370426,0.00006339671,0.0039569386,0.5948092,0.02767242],"study_design_scores_gemma":[0.0019051788,0.0001993003,0.49443197,0.00031471954,0.00010173195,0.00008325944,0.25101522,0.00007007991,0.0000058956903,0.02672488,0.22443585,0.0007119272],"about_ca_topic_score_codex":0.00011727151,"about_ca_topic_score_gemma":0.00093734136,"teacher_disagreement_score":0.37037334,"about_ca_system_score_codex":0.000038277056,"about_ca_system_score_gemma":0.000012443604,"threshold_uncertainty_score":0.99953765},"labels":[],"label_agreement":null},{"id":"W4308808311","doi":"10.31499/2307-4906.3.2022.265912","title":"METHODOLOGICAL ASPECTS OF THE FORMATION OF PROFESSIONAL EXPERIENCE IN THE PREPARATION OF FUTURE SPECIALISTS IN ACTIVE TYPES OF TOURISM","year":2022,"lang":"en","type":"article","venue":"Collection of Scientific Papers of Uman State Pedagogical University","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Engineering ethics; Psychology; Sociology; Political science; Engineering","score_opus":0.11786326988457951,"score_gpt":0.34342298532550875,"score_spread":0.22555971544092923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308808311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99340445,0.0000092996215,0.00003624404,0.0002212897,0.00031738865,0.00029941948,0.0000126231835,0.0000023493358,0.0056969183],"genre_scores_gemma":[0.9995151,0.0000046638716,0.0000527419,0.0000064559367,0.000020450641,0.000001927426,0.000010370445,0.0000012147937,0.00038705883],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988698,0.00021900237,0.00030104353,0.00012995924,0.00041070246,0.00006953912],"domain_scores_gemma":[0.9988549,0.0001097954,0.0006929798,0.00012794633,0.00020985563,0.000004568245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097572076,0.000053417585,0.00017864497,0.0002500921,0.00016585,0.000005342618,0.00026502425,0.000034466655,0.00019461552],"category_scores_gemma":[0.0001418949,0.000038848102,0.00007404488,0.0014396817,0.00031124218,0.00033051756,0.00012446212,0.000102331775,1.10761874e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011081127,0.011023633,0.08931064,0.0022809624,0.00013562494,0.0000116808405,0.42873493,0.019454565,0.240515,0.18028294,0.0062690116,0.010899898],"study_design_scores_gemma":[0.0009322585,0.0001647555,0.8089487,0.00007785633,0.000032427484,7.87659e-7,0.16008343,0.000992889,0.019884607,0.0050405846,0.0037285725,0.000113135284],"about_ca_topic_score_codex":0.0003801598,"about_ca_topic_score_gemma":0.0003935774,"teacher_disagreement_score":0.71963805,"about_ca_system_score_codex":0.000058256617,"about_ca_system_score_gemma":0.00008937373,"threshold_uncertainty_score":0.21309036},"labels":[],"label_agreement":null},{"id":"W4312197820","doi":"10.1079/tourismetc.2022.0042","title":"Exploring the Case: Social Justice in the Hospitality Industry – Better Pay Equals Better Employees and a Better Hotel","year":2022,"lang":"en","type":"article","venue":"Tourism Cases","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Business; Sustainability; Hospitality industry; Shareholder; Marketing; Order (exchange); Stakeholder; Context (archaeology); Hospitality; Public relations; Corporate social responsibility; Economic shortage; Sustainable business; Tourism; Finance; Corporate governance; Political science","score_opus":0.07609755782402612,"score_gpt":0.2760962386384348,"score_spread":0.1999986808144087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312197820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9319304,0.00007368934,0.000008366896,0.066000916,0.00075547,0.00034716318,0.000015640162,0.000054341563,0.0008139644],"genre_scores_gemma":[0.97008264,0.000005076068,0.00002220883,0.0234238,0.0059285257,0.00038932063,0.000028154755,0.000028063467,0.00009218669],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983675,0.00016580638,0.00033579132,0.00034841805,0.00037584422,0.00040666235],"domain_scores_gemma":[0.99906987,0.0003625987,0.00018340642,0.00032552905,0.00004444283,0.000014146844],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011618106,0.00023040177,0.00020483656,0.00014464192,0.0014295835,0.0005165348,0.00034091188,0.00008378133,0.00031242822],"category_scores_gemma":[0.00013693748,0.00014725994,0.000084859144,0.0004873374,0.00013143566,0.0011554803,0.00038551993,0.0009725682,0.000019812363],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012134944,0.0013975068,0.286778,0.0006280821,0.00021244594,0.017921045,0.029538559,0.00006537094,0.000044902135,0.0043282844,0.56410116,0.094863266],"study_design_scores_gemma":[0.0009728256,0.00008037588,0.76244366,0.000041647843,0.00048724905,0.00060451234,0.056355447,0.000087937144,0.000027942482,0.010781565,0.1671753,0.00094154204],"about_ca_topic_score_codex":0.004017554,"about_ca_topic_score_gemma":0.00016453191,"teacher_disagreement_score":0.47566566,"about_ca_system_score_codex":0.000045136887,"about_ca_system_score_gemma":0.000022582793,"threshold_uncertainty_score":0.9998704},"labels":[],"label_agreement":null},{"id":"W4319811728","doi":"10.1108/ijchm-02-2022-0243","title":"Special Issues in hospitality and tourism management journals","year":2023,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Publishing; Hospitality; Revenue; Tourism; Hospitality management studies; Impact factor; Library science; Marketing; Business; Political science; Management; Economics; Accounting; Computer science","score_opus":0.02524750872376751,"score_gpt":0.2950324113452716,"score_spread":0.26978490262150406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319811728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8436437,0.0006937947,0.00013177711,0.024852986,0.007389775,0.000571756,0.00000825138,0.00008561545,0.1226223],"genre_scores_gemma":[0.98604566,0.0013212219,0.0002800183,0.0011321894,0.009889023,0.00002058003,0.00003401299,0.00003074708,0.0012465466],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99665153,0.000053913933,0.0012979155,0.00036668323,0.0012834633,0.00034647886],"domain_scores_gemma":[0.998268,0.00004529227,0.00091571856,0.00027443358,0.0004428721,0.000053673662],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002561227,0.00029324915,0.0004422375,0.0016061332,0.0001000258,0.00071950216,0.0008648666,0.000091420516,0.0001632764],"category_scores_gemma":[0.00008989586,0.00028800638,0.00021163104,0.00076269265,0.00010562604,0.0028972093,0.00055865175,0.00029143543,0.00012410777],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044461997,0.0012758289,0.34535977,0.0005373304,0.0015289317,0.0061794687,0.0010978675,0.00016838382,0.000010017136,0.16503613,0.3697163,0.10864538],"study_design_scores_gemma":[0.0019167624,0.000045182514,0.7013735,0.00039997205,0.000051036746,0.000011713057,0.00655645,0.0001138254,0.000009111571,0.06443228,0.22472778,0.00036237622],"about_ca_topic_score_codex":0.00024144357,"about_ca_topic_score_gemma":0.000018304878,"teacher_disagreement_score":0.35601375,"about_ca_system_score_codex":0.000148297,"about_ca_system_score_gemma":0.000031275922,"threshold_uncertainty_score":0.9999572},"labels":[],"label_agreement":null},{"id":"W4320081029","doi":"10.20533/ijibs.2046.3626.2023.0070","title":"An Examination of the Extent to which the Mount Saint Vincent University Business and Tourism Learning Passport Programme Influences Undergraduate Students’ Learning Experiences using the Jones (2018) Conceptual Model","year":2023,"lang":"en","type":"article","venue":"International Journal of Innovative Business Strategies","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Mount; SAINT; Tourism; Conceptual model; Psychology; Pedagogy; Mathematics education; Medical education; Engineering; Computer science; Geography; Medicine","score_opus":0.03571044730928353,"score_gpt":0.29399546104462115,"score_spread":0.25828501373533763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320081029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98770094,0.000025626256,0.005721117,0.005570607,0.0006755469,0.00022244018,0.0000013673509,0.000024021183,0.000058340345],"genre_scores_gemma":[0.99919873,0.000044162072,0.00011713943,0.00012066948,0.00046944508,0.0000065932654,0.000009443878,0.000011506262,0.000022324815],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9980912,0.00010453028,0.0004743873,0.0001855403,0.0009471745,0.00019712634],"domain_scores_gemma":[0.99237627,0.00009289392,0.0010361517,0.00011891688,0.0063612666,0.000014487439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012984391,0.00017233341,0.00018547915,0.00031956186,0.00050379196,0.00068626873,0.00087114784,0.00004760755,0.000006032766],"category_scores_gemma":[0.00048570964,0.00009988846,0.000035161087,0.0028506855,0.0003849051,0.0021228064,0.00028860953,0.00028658647,0.0000012218305],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018382665,0.0003078918,0.17509885,0.00006704865,0.00028276953,0.000024499172,0.030206349,0.5722417,0.0027110593,0.20957711,0.000052466385,0.009246412],"study_design_scores_gemma":[0.00024758241,0.000024296674,0.7637205,0.00016260892,0.000023034228,0.0000071513045,0.22311822,0.010391097,0.000061712075,0.0010895343,0.0010312106,0.00012303123],"about_ca_topic_score_codex":0.0021860804,"about_ca_topic_score_gemma":0.00013928502,"teacher_disagreement_score":0.5886217,"about_ca_system_score_codex":0.00036853747,"about_ca_system_score_gemma":0.00032337927,"threshold_uncertainty_score":0.6617705},"labels":[],"label_agreement":null},{"id":"W4366200267","doi":"10.32920/22647055","title":"The Elusive Search for Talent: Skill Gaps in the Canadian Luxury Hotel Sector","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Hospitality; Marketing; Hospitality industry; Business; Point (geometry); Advertising; Tourism; Political science","score_opus":0.04318944414269245,"score_gpt":0.2849414309097843,"score_spread":0.24175198676709186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366200267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6740675,0.00046825732,0.00033617768,0.2081153,0.009957447,0.0073183575,0.00015270463,0.0002764051,0.09930787],"genre_scores_gemma":[0.9858017,0.00007142138,0.00003548062,0.0031310178,0.0041399905,0.00054471364,0.00044521294,0.000046820744,0.0057836594],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984899,0.00003245807,0.00027225027,0.0003706652,0.00032217422,0.00051251164],"domain_scores_gemma":[0.9988248,0.00027647725,0.00011574959,0.00053942803,0.00022287907,0.000020717864],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017025773,0.0002054916,0.00016425335,0.00030073055,0.00071355625,0.0012606492,0.00087100815,0.00021455312,0.000119088705],"category_scores_gemma":[0.00023236324,0.00012958562,0.00013982104,0.00037308718,0.00007331615,0.00020428628,0.00032218196,0.00054250826,0.00040269966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000504764,0.0002410899,0.026652686,0.0018628567,0.00022888843,0.00004620797,0.008630383,0.0017611454,0.0000037207026,0.2802655,0.67324966,0.007007391],"study_design_scores_gemma":[0.00050454336,0.000012883187,0.2826824,0.00023798131,0.000084277955,0.0000010743914,0.012539643,0.0050427737,0.000015525344,0.13259438,0.56550425,0.00078025815],"about_ca_topic_score_codex":0.6482777,"about_ca_topic_score_gemma":0.8551141,"teacher_disagreement_score":0.3117342,"about_ca_system_score_codex":0.00018791565,"about_ca_system_score_gemma":0.00045978816,"threshold_uncertainty_score":0.9997761},"labels":[],"label_agreement":null},{"id":"W4366203589","doi":"10.32920/22647055.v1","title":"The Elusive Search for Talent: Skill Gaps in the Canadian Luxury Hotel Sector","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Hospitality; Marketing; Hospitality industry; Business; Point (geometry); Advertising; Tourism; Political science","score_opus":0.04318944414269245,"score_gpt":0.2849414309097843,"score_spread":0.24175198676709186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366203589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6740675,0.00046825732,0.00033617768,0.2081153,0.009957447,0.0073183575,0.00015270463,0.0002764051,0.09930787],"genre_scores_gemma":[0.9858017,0.00007142138,0.00003548062,0.0031310178,0.0041399905,0.00054471364,0.00044521294,0.000046820744,0.0057836594],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984899,0.00003245807,0.00027225027,0.0003706652,0.00032217422,0.00051251164],"domain_scores_gemma":[0.9988248,0.00027647725,0.00011574959,0.00053942803,0.00022287907,0.000020717864],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017025773,0.0002054916,0.00016425335,0.00030073055,0.00071355625,0.0012606492,0.00087100815,0.00021455312,0.000119088705],"category_scores_gemma":[0.00023236324,0.00012958562,0.00013982104,0.00037308718,0.00007331615,0.00020428628,0.00032218196,0.00054250826,0.00040269966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000504764,0.0002410899,0.026652686,0.0018628567,0.00022888843,0.00004620797,0.008630383,0.0017611454,0.0000037207026,0.2802655,0.67324966,0.007007391],"study_design_scores_gemma":[0.00050454336,0.000012883187,0.2826824,0.00023798131,0.000084277955,0.0000010743914,0.012539643,0.0050427737,0.000015525344,0.13259438,0.56550425,0.00078025815],"about_ca_topic_score_codex":0.6482777,"about_ca_topic_score_gemma":0.8551141,"teacher_disagreement_score":0.3117342,"about_ca_system_score_codex":0.00018791565,"about_ca_system_score_gemma":0.00045978816,"threshold_uncertainty_score":0.9997761},"labels":[],"label_agreement":null},{"id":"W4368375155","doi":"10.56687/9781447362210-019","title":"The Clink prison-based restaurant: Brixton, London, UK","year":2023,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prison; Hospitality; Quarter (Canadian coin); Political science; Criminology; Advertising; Business; Tourism; Sociology; Geography; Law","score_opus":0.048343079187018426,"score_gpt":0.2734482252439205,"score_spread":0.22510514605690207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4368375155","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001476172,0.0003187112,0.000043247634,0.0041925963,0.0012385903,0.00080604583,0.000030795174,0.0004262694,0.9927961],"genre_scores_gemma":[0.010043006,0.0001238303,0.000018026538,0.003028339,0.0115313195,0.00012216705,0.00014746025,0.00021350414,0.97477233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775785,0.000015581012,0.00061923027,0.0005251079,0.00052153744,0.00056066527],"domain_scores_gemma":[0.9978204,0.00026613436,0.00064902625,0.0009664585,0.00026119687,0.0000368203],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005445534,0.00047699423,0.00037914983,0.00033517164,0.0006189643,0.00081153866,0.00075736776,0.0003845191,0.00004479477],"category_scores_gemma":[0.0002409129,0.00039115438,0.00028248536,0.00004044467,0.00025911452,0.00013831997,0.00027525894,0.0005623775,0.00079648296],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003890388,0.00001206871,0.000045968445,0.0002528473,0.00008059604,0.000014155355,0.000085438405,0.000011725539,0.0000015735444,0.8938473,0.08827903,0.017330395],"study_design_scores_gemma":[0.00029272333,0.000007669588,0.0003403331,0.0002015343,0.00009411068,5.505361e-7,0.000008019809,0.00018222329,0.000018139366,0.09243804,0.9059926,0.00042400646],"about_ca_topic_score_codex":0.010523574,"about_ca_topic_score_gemma":0.0008166521,"teacher_disagreement_score":0.8177136,"about_ca_system_score_codex":0.00006938621,"about_ca_system_score_gemma":0.00022451152,"threshold_uncertainty_score":0.9999815},"labels":[],"label_agreement":null},{"id":"W4378213460","doi":"10.52783/testmagzine.v0.14621","title":"Factors Influencing Sales in Small Restaurants at Tourism Spots in the Country","year":2019,"lang":"en","type":"article","venue":"TEST Engineering & Management","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Small and medium-sized enterprises; Workforce; Tourism; Creativity; Marketing; Commerce; Economic growth; Economics; Finance; Geography; Political science","score_opus":0.012007905139013411,"score_gpt":0.19566640852260572,"score_spread":0.1836585033835923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378213460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99380183,0.00007467786,0.000018488367,0.00036463622,0.00040674003,0.00051838544,0.0000010783432,0.00010203934,0.004712093],"genre_scores_gemma":[0.9990027,0.00001857595,0.00006401935,0.00036743373,0.00021077888,0.00003790105,0.00003493594,0.000026411424,0.0002372572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988752,0.00000714011,0.00028587927,0.000263762,0.00021185128,0.0003561688],"domain_scores_gemma":[0.9994477,0.00010492385,0.00008199586,0.00033892682,0.000017107062,0.0000093716335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048620743,0.00020377855,0.00016900113,0.00038220081,0.000047418303,0.00016330293,0.0003511834,0.0000548907,0.00005378817],"category_scores_gemma":[0.00006582474,0.00016900212,0.000037482037,0.0006235789,0.000010952494,0.00044199108,0.00015872375,0.00017428871,0.00025122415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010237372,0.00024675147,0.9636117,0.0010193981,0.000027489765,0.000097843535,0.0013390554,0.020912936,0.00011594614,0.010136656,0.0014497864,0.0010321719],"study_design_scores_gemma":[0.00034283585,0.0000044399085,0.97954243,0.00018703028,0.000012745791,3.5716647e-7,0.0011692079,0.002676137,0.000007051376,0.00023660039,0.015599827,0.00022130627],"about_ca_topic_score_codex":0.0008305723,"about_ca_topic_score_gemma":0.0002910897,"teacher_disagreement_score":0.018236797,"about_ca_system_score_codex":0.00015340725,"about_ca_system_score_gemma":0.00000589138,"threshold_uncertainty_score":0.68917066},"labels":[],"label_agreement":null},{"id":"W4380905219","doi":"10.1007/978-3-319-01669-6_234-2","title":"Arctic Tourism","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"","keywords":"Arctic; Tourism; Geography; Oceanography; Geology; Archaeology","score_opus":0.027446584805534566,"score_gpt":0.2209546659893054,"score_spread":0.19350808118377083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380905219","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000096812895,0.00002877883,0.000028714561,0.0030934897,0.0020204426,0.00017757167,0.0000015462601,0.00039360923,0.99415904],"genre_scores_gemma":[0.006346489,0.00003704876,0.000032138796,0.0018162958,0.007748959,0.000009676533,0.00014916007,0.00008444973,0.9837758],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990914,8.361352e-7,0.00021722283,0.0002788177,0.0002330916,0.00017861802],"domain_scores_gemma":[0.9993985,0.00002582043,0.00016506975,0.00028792562,0.000113359936,0.000009298517],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015296314,0.00021500613,0.00019325003,0.00026572708,0.00009367869,0.000219169,0.00018304809,0.00021411042,0.0058280393],"category_scores_gemma":[0.000039383893,0.00020641467,0.00013593242,0.00005336375,0.00003197597,0.0003523266,0.00012055071,0.00021867426,0.03437885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001699845,0.000008584382,0.000050626826,0.00014295452,0.000028428423,0.000017317723,0.0000075733856,6.9461447e-7,2.34753e-7,0.78555346,0.21158612,0.0026022766],"study_design_scores_gemma":[0.000060697676,0.0000018174152,0.00049959606,0.00007503724,0.000040505394,3.4293737e-7,0.000012405069,0.000016531383,2.7045724e-7,0.3172225,0.68185663,0.00021365697],"about_ca_topic_score_codex":0.00055965094,"about_ca_topic_score_gemma":0.00008998499,"teacher_disagreement_score":0.4702705,"about_ca_system_score_codex":0.00002904796,"about_ca_system_score_gemma":0.000023117884,"threshold_uncertainty_score":0.99508077},"labels":[],"label_agreement":null},{"id":"W4381487325","doi":"10.23912/9781911635840-5456","title":"Seasonal Employment in Tourism","year":2023,"lang":"en","type":"book-chapter","venue":"Goodfellow Publishers eBooks","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Visitor pattern; Destinations; Recession; Work (physics); Seasonality; Geography; Workforce; Economic geography; Economy; Economics; Business; Economic growth; Ecology; Engineering","score_opus":0.027489329955249643,"score_gpt":0.22122650696730056,"score_spread":0.19373717701205093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381487325","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011950656,0.000059371367,0.000007325815,0.001801049,0.002958004,0.00057605625,0.000009709972,0.00041558113,0.99297786],"genre_scores_gemma":[0.009961399,0.0000049838122,0.000038936807,0.0019656108,0.004854549,0.000083278515,0.00042054325,0.00021537581,0.9824553],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99739116,0.0000082476845,0.0005894869,0.00073428504,0.00069956674,0.0005772217],"domain_scores_gemma":[0.99877197,0.000052870353,0.00040816952,0.0005621214,0.00015839525,0.00004648256],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00063123374,0.0005284249,0.00049459544,0.0008879554,0.00013722092,0.0017083121,0.0005892362,0.00056452083,0.00078220124],"category_scores_gemma":[0.00005992182,0.000576928,0.00027667545,0.00010987514,0.0001103854,0.0014365852,0.00032641442,0.0007501597,0.0025697867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002199503,0.00005557896,0.0004945091,0.00019575174,0.00011100584,0.00012669608,0.0001532109,0.0000071215222,0.0000021172375,0.2081852,0.75732774,0.033319082],"study_design_scores_gemma":[0.00040186496,0.000010043144,0.00064756715,0.0002215319,0.00005630032,0.0000010361764,0.00009330852,0.000049169907,0.0000015242579,0.107649624,0.8902648,0.0006032342],"about_ca_topic_score_codex":0.0013115983,"about_ca_topic_score_gemma":0.001040792,"teacher_disagreement_score":0.13293706,"about_ca_system_score_codex":0.00018261911,"about_ca_system_score_gemma":0.0001710603,"threshold_uncertainty_score":0.99966824},"labels":[],"label_agreement":null},{"id":"W4382245475","doi":"10.1080/02508281.2023.2226039","title":"Identifying, selecting and defining research questions: reflections on fifty years of tourism scholarship","year":2023,"lang":"en","type":"article","venue":"Tourism Recreation Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Venn diagram; Scholarship; Tourism; Selection (genetic algorithm); Sociology; Epistemology; Engineering ethics; Psychology; Political science; Computer science; Mathematics education; Engineering; Philosophy; Artificial intelligence; Law","score_opus":0.2687720530940309,"score_gpt":0.4748047110784243,"score_spread":0.2060326579843934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382245475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672356,0.0001868907,0.00004061963,0.0027372579,0.0002720828,0.00049561885,0.0000030367542,0.00022402081,0.028804861],"genre_scores_gemma":[0.99492353,0.000302292,0.00049928424,0.00008256068,0.0009426524,0.00015512311,0.00006821757,0.000044557928,0.0029817712],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9966972,0.00038793578,0.00040965524,0.000503845,0.001340759,0.00066064455],"domain_scores_gemma":[0.9970436,0.0011459949,0.00018517984,0.00040149505,0.0011721818,0.000051542964],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010566721,0.00013433913,0.00019942914,0.0028491446,0.0012449248,0.00063346454,0.00029421557,0.00019367058,0.00017247333],"category_scores_gemma":[0.0070921173,0.00015377115,0.000059256858,0.0049907416,0.00022367161,0.0010559054,0.00026569905,0.0011749574,0.0010925528],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042710523,0.0011024029,0.10462375,0.0014576077,0.00024320537,0.0002234426,0.007867108,0.00033064737,0.009406221,0.4343793,0.20228423,0.23765495],"study_design_scores_gemma":[0.0006631777,0.00013007558,0.7745805,0.00079049915,0.00002565028,0.0000046803157,0.006332177,0.0008308049,0.00093664374,0.16935289,0.04598565,0.0003672792],"about_ca_topic_score_codex":0.0034155953,"about_ca_topic_score_gemma":0.00020520482,"teacher_disagreement_score":0.66995674,"about_ca_system_score_codex":0.0001310693,"about_ca_system_score_gemma":0.00014509964,"threshold_uncertainty_score":0.9996852},"labels":[],"label_agreement":null},{"id":"W4385247967","doi":"10.53555/sfs.v10i2.1379","title":"Assessing The Impacts Of Tourism Education On Employment Opportunities: A Study Of The Schooling Population Of Himachal Pradesh.","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tourism; Stratified sampling; Government (linguistics); Sample (material); State (computer science); Population; Economic growth; Descriptive statistics; Order (exchange); Socioeconomics; Business; Geography; Sociology; Economics; Mathematics; Statistics; Demography","score_opus":0.2711269997826457,"score_gpt":0.35473342709764155,"score_spread":0.08360642731499585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385247967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965787,0.000033180106,0.0000023624034,0.0019508841,0.0008876952,0.00016913528,0.0000010579778,0.000003414443,0.00037359222],"genre_scores_gemma":[0.99968034,0.000019565703,0.00001890944,0.00006090775,0.00019470365,0.000002425294,0.0000021433445,0.0000043419764,0.00001664294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983835,0.00017319081,0.0006324142,0.00008268564,0.0006148421,0.00011332818],"domain_scores_gemma":[0.99791485,0.0002484221,0.0013939413,0.00012709828,0.00030718814,0.000008497148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005326661,0.00007373242,0.00018627528,0.00033753534,0.00016778907,0.00016925436,0.0003536264,0.000026624632,0.000013354753],"category_scores_gemma":[0.0009539685,0.000043100947,0.00005034938,0.0012247707,0.000144178,0.0015912332,0.00006179943,0.00012072593,3.1491732e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013408882,0.00030724134,0.9946868,0.00004138058,0.00001017016,4.2442406e-7,0.0017771926,0.00046406675,0.000048020625,0.00014566546,0.0006878023,0.0018178525],"study_design_scores_gemma":[0.00012823107,0.000091252514,0.9632108,0.00020567336,0.000012805091,6.585738e-7,0.035227668,0.0000769468,0.000046159887,0.0008928622,0.000065439446,0.000041470616],"about_ca_topic_score_codex":0.012784227,"about_ca_topic_score_gemma":0.0012041469,"teacher_disagreement_score":0.033450473,"about_ca_system_score_codex":0.00003404663,"about_ca_system_score_gemma":0.00023623848,"threshold_uncertainty_score":0.99378973},"labels":[],"label_agreement":null},{"id":"W4387217083","doi":"10.23977/aetp.2023.071212","title":"Discussion on the Teaching of Travel Agency Management Course in Universities under the Background of New Trend of Tourism Development","year":2023,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tourism; Restructuring; Agency (philosophy); Graduation (instrument); Business; Marketing; Service (business); Course (navigation); Public relations; Engineering; Political science; Sociology; Finance; Social science","score_opus":0.02376705139274066,"score_gpt":0.3279231481143673,"score_spread":0.30415609672162663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387217083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9524541,0.0003523752,0.0001075463,0.03771342,0.00030243775,0.00011775941,9.003415e-7,0.0000073407077,0.008944147],"genre_scores_gemma":[0.99864507,0.0002145912,0.00023001735,0.00022910394,0.000049449172,0.000014868091,0.0000117884365,0.0000039250835,0.0006011808],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99941975,0.000020413634,0.00023243231,0.00013849526,0.00008176372,0.00010716033],"domain_scores_gemma":[0.9995488,0.00011044947,0.00016931229,0.00015239889,0.000015700882,0.000003348818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034076464,0.00007100052,0.00011246197,0.00050439185,0.0000710144,0.000003383944,0.00021296271,0.000066055894,0.000045647106],"category_scores_gemma":[0.000007685944,0.000043246746,0.000016452328,0.0006606941,0.000236271,0.00016126159,0.00005092419,0.00014213202,0.000004286466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022992865,0.00027849973,0.01649954,0.00005055772,0.000018109378,6.714153e-7,0.0009763732,0.00006874602,0.00002128204,0.95815337,0.00091935135,0.022990486],"study_design_scores_gemma":[0.00023089472,0.000014152695,0.65017754,0.0000691951,0.000007978736,5.8617746e-7,0.042066462,0.000009725011,0.00002345418,0.30065006,0.0066978857,0.000052088264],"about_ca_topic_score_codex":0.0000429796,"about_ca_topic_score_gemma":0.000112171976,"teacher_disagreement_score":0.65750337,"about_ca_system_score_codex":0.000015377896,"about_ca_system_score_gemma":0.000036536014,"threshold_uncertainty_score":0.17635512},"labels":[],"label_agreement":null},{"id":"W4387660256","doi":"10.1787/tour-2018-table16-en","title":"Canada: Enterprises and employment in tourism: Canada","year":2018,"lang":"en","type":"other","venue":"OECD tourism trends and policies","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Business; Geography; Archaeology","score_opus":0.00843008270418333,"score_gpt":0.22005661813921273,"score_spread":0.2116265354350294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387660256","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043198332,0.0023263253,0.0000015467496,0.013190644,0.0015220442,0.00018497228,0.00011167386,0.00007608246,0.9393884],"genre_scores_gemma":[0.14144123,0.0005671811,0.000036339727,0.0051065832,0.007780024,0.000040955238,0.0001828041,0.00026440335,0.8445805],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987072,0.0000125927445,0.0002626378,0.00034823545,0.00026893895,0.00040041766],"domain_scores_gemma":[0.9994523,0.000022965565,0.00022544852,0.00023291462,0.000022249613,0.000044120436],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008487285,0.00034974547,0.00038180477,0.00045802846,0.000111523055,0.00018611013,0.00016308771,0.0001510067,0.0015241759],"category_scores_gemma":[0.000012917658,0.0003276574,0.000029024295,0.00016662046,0.00009016409,0.0001305675,0.00014425867,0.00013693998,0.000014953664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040653913,0.000025876305,0.011404254,0.00009597096,0.00003079449,0.000026685035,0.000068850284,2.344622e-7,3.5088868e-7,0.0004445,0.979146,0.008752406],"study_design_scores_gemma":[0.00023750647,0.000008059118,0.06495518,0.00011401803,0.000035491175,0.000002104228,0.00014493949,0.000009035475,0.0000020260418,0.00012760365,0.93402094,0.0003430945],"about_ca_topic_score_codex":0.99969167,"about_ca_topic_score_gemma":0.9997496,"teacher_disagreement_score":0.098242894,"about_ca_system_score_codex":0.00011012583,"about_ca_system_score_gemma":0.00041705178,"threshold_uncertainty_score":0.99991757},"labels":[],"label_agreement":null},{"id":"W4399755964","doi":"10.1007/978-3-319-01669-6_74-2","title":"Ethics in Tourism","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Tourism; Business; Sociology; Political science; Law","score_opus":0.058929739002213044,"score_gpt":0.2701713636497367,"score_spread":0.21124162464752366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399755964","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013668243,0.000031745487,0.00001918727,0.007109057,0.0012390488,0.00016949011,0.000001350863,0.00020724756,0.9910862],"genre_scores_gemma":[0.0042793215,0.00009218756,0.000033957895,0.003158066,0.00345422,0.0000094060515,0.00012209646,0.00006971284,0.98878103],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904567,0.0000022025426,0.00025827537,0.00026183613,0.00026141733,0.00017060808],"domain_scores_gemma":[0.9994692,0.0000711794,0.00013712716,0.00022944136,0.000086568136,0.00000644623],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00049257715,0.00018705035,0.0001968918,0.00040255938,0.000064005784,0.00015235893,0.00017584221,0.00050258305,0.0014552876],"category_scores_gemma":[0.00010863604,0.00018799715,0.0000803994,0.000080674654,0.000032429354,0.00031975404,0.0001205995,0.0007496702,0.009745717],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017197308,0.000010812913,0.000080857775,0.00012726849,0.00000960589,0.000019074883,0.00005353416,0.0000025056581,1.9380215e-7,0.8904308,0.10748632,0.0017772992],"study_design_scores_gemma":[0.00007177303,0.0000014007101,0.00069953094,0.00011146065,0.00001221059,1.3420663e-7,0.000037126167,0.000035920228,2.7012874e-7,0.33019817,0.66863286,0.00019913781],"about_ca_topic_score_codex":0.0012989789,"about_ca_topic_score_gemma":0.0013769908,"teacher_disagreement_score":0.56114656,"about_ca_system_score_codex":0.00003183729,"about_ca_system_score_gemma":0.00005221023,"threshold_uncertainty_score":0.99945754},"labels":[],"label_agreement":null},{"id":"W4399898010","doi":"10.1080/15313220.2024.2370772","title":"42nd International Society of Travel &amp; Tourism Educators (ISTTE) annual conference, “redefining tourism education and research: critical issues and reflexive perspectives,” Toronto, Canada, October 11–13, 2023","year":2024,"lang":"en","type":"article","venue":"Journal of Teaching in Travel & Tourism","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Reflexivity; Sociology; Political science; Media studies; Social science","score_opus":0.03662825242466091,"score_gpt":0.35835410564808284,"score_spread":0.32172585322342195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399898010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9457827,0.0066620796,0.00030667178,0.030597735,0.0025250372,0.00019886461,0.00002844685,0.000017108101,0.013881322],"genre_scores_gemma":[0.9870935,0.0005459012,0.003103214,0.00031117786,0.0053836294,0.000009949095,0.00002169018,0.00003666522,0.0034942904],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9973073,0.00013358665,0.00083703565,0.00042687607,0.00087680476,0.00041837993],"domain_scores_gemma":[0.99831605,0.00040085797,0.00031833147,0.00017772641,0.0006900085,0.0000969966],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029716445,0.00027684186,0.00045497928,0.00048041312,0.00028345868,0.00059238274,0.00034817148,0.00019710815,0.00019535942],"category_scores_gemma":[0.00061605655,0.00026561852,0.0001394379,0.00024837343,0.00026356388,0.0019496008,0.00014513449,0.0012541596,0.0000027720168],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009692977,0.0013668224,0.010147506,0.00079172314,0.0003189586,0.000103385304,0.08047607,0.000013517047,0.0005101079,0.057885922,0.8273998,0.020889245],"study_design_scores_gemma":[0.001003989,0.00015277303,0.3295355,0.0025537182,0.00020049424,0.00018550636,0.39490104,0.0010507054,0.00006982681,0.031681467,0.23782775,0.0008372141],"about_ca_topic_score_codex":0.4076094,"about_ca_topic_score_gemma":0.074477986,"teacher_disagreement_score":0.5895721,"about_ca_system_score_codex":0.0005426755,"about_ca_system_score_gemma":0.0011700939,"threshold_uncertainty_score":0.9999796},"labels":[],"label_agreement":null},{"id":"W4400484152","doi":"10.1007/978-3-319-01669-6_234-3","title":"Arctic Tourism","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"","keywords":"Arctic; Tourism; Geography; The arctic; Geology; Oceanography; Archaeology","score_opus":0.016001000699603186,"score_gpt":0.21529643438272328,"score_spread":0.19929543368312008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400484152","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007171818,0.0003474181,0.00002050077,0.0042918907,0.0025172706,0.00016219809,0.000001615465,0.00026260095,0.99232477],"genre_scores_gemma":[0.015545175,0.000034866724,0.000033464712,0.0019129232,0.010023933,0.000007676529,0.00009188044,0.000069639995,0.97228044],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991333,4.4085067e-7,0.00020755347,0.0003042928,0.0002021862,0.00015224236],"domain_scores_gemma":[0.9995366,0.000013153251,0.00009880493,0.00025679977,0.00008594003,0.000008735042],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011033596,0.00022887294,0.00017863738,0.00025414454,0.000061180304,0.00039094134,0.00015590069,0.00020622366,0.011143812],"category_scores_gemma":[0.0000128322545,0.00020566488,0.0001554707,0.000039853905,0.000032170836,0.00034845673,0.00011853346,0.00028203896,0.034086138],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012373025,0.000007670134,0.000011356392,0.00029931555,0.00003519499,0.000022876067,0.000008173405,2.99195e-7,2.568689e-7,0.8259493,0.17192906,0.0017352611],"study_design_scores_gemma":[0.000027294713,0.0000014359106,0.000038217913,0.000110311914,0.00006418857,7.170969e-7,0.000007848835,0.000018065828,2.8924433e-7,0.40663716,0.5929299,0.00016458517],"about_ca_topic_score_codex":0.00036793633,"about_ca_topic_score_gemma":0.00004625946,"teacher_disagreement_score":0.4210008,"about_ca_system_score_codex":0.000039490187,"about_ca_system_score_gemma":0.000022218439,"threshold_uncertainty_score":0.98976016},"labels":[],"label_agreement":null},{"id":"W4400750476","doi":"10.1787/c98ca3e5-en","title":"Canada: Enterprises and employment in tourism","year":2020,"lang":"en","type":"other","venue":"OECD tourism trends and policies","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Business; Economic geography; Geography; Archaeology","score_opus":0.010813402566293356,"score_gpt":0.22750972641232026,"score_spread":0.2166963238460269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400750476","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01241098,0.0041228267,0.0000038345033,0.031858902,0.0008523748,0.00020887045,0.000090795504,0.00014664416,0.95030475],"genre_scores_gemma":[0.23659842,0.0021775598,0.000120146906,0.013592814,0.012947897,0.0000838434,0.00033445004,0.0005474779,0.7335974],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988713,0.000011782238,0.00024528356,0.00035028154,0.0002047902,0.00031655797],"domain_scores_gemma":[0.99955213,0.000019822948,0.00020054956,0.00017538096,0.000009649503,0.000042487125],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006463218,0.0003298178,0.00039322753,0.0004954171,0.000077446246,0.00021859226,0.0001421312,0.00016297298,0.00090396375],"category_scores_gemma":[0.000012897628,0.0003115011,0.000041436422,0.00017992311,0.00007010341,0.00014991469,0.00016236103,0.00019536348,0.000024706309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051237726,0.0000344403,0.006293288,0.00013853179,0.00003332525,0.000031352647,0.00018094506,3.0655553e-7,0.000001190752,0.0014240063,0.97503537,0.016822096],"study_design_scores_gemma":[0.0002872822,0.000009559545,0.05320187,0.000104726336,0.000040178587,0.0000015331053,0.00013696564,0.000014487885,0.000001841109,0.0002743067,0.9456057,0.00032157914],"about_ca_topic_score_codex":0.9164837,"about_ca_topic_score_gemma":0.7276285,"teacher_disagreement_score":0.22418743,"about_ca_system_score_codex":0.00003607356,"about_ca_system_score_gemma":0.00008619217,"threshold_uncertainty_score":0.9999337},"labels":[],"label_agreement":null},{"id":"W4401395697","doi":"10.4324/9781003230335-9","title":"Learn, Teach, Heal","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pride; Tourism; Indigenous; Narrative; Theme (computing); Sociology; Space (punctuation); Decolonization; Public relations; Pedagogy; Aesthetics; Political science; Management; Art; Law; Literature; Ecology","score_opus":0.018174293520243728,"score_gpt":0.2278452219978524,"score_spread":0.20967092847760868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401395697","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000053861248,0.000259367,0.00001967697,0.008006799,0.0018821028,0.00015580174,0.000002717937,0.00031939065,0.9893003],"genre_scores_gemma":[0.005329277,0.000030702213,0.000027675338,0.0033778485,0.008248777,0.000005776959,0.00017774577,0.00006741389,0.9827348],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912554,6.4060043e-7,0.00020504242,0.00031001485,0.00020083872,0.00015792974],"domain_scores_gemma":[0.9996043,0.000008331732,0.000089824345,0.00022385684,0.000060997692,0.000012680984],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013935477,0.00021901166,0.00018221803,0.00022801507,0.00007864692,0.00036360513,0.00014711129,0.00020834921,0.009078869],"category_scores_gemma":[0.00001427886,0.00019677044,0.00013498367,0.000036086163,0.000035299825,0.00033481745,0.00011776868,0.000346169,0.031393036],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012475697,0.0000075663506,0.000012644415,0.00016051302,0.000023254868,0.000007197596,0.000011345853,2.688283e-7,2.7259776e-7,0.67464566,0.32164317,0.0034868766],"study_design_scores_gemma":[0.000034304227,0.000002669571,0.000025803227,0.00009131081,0.000051480376,6.7181367e-7,0.000017524497,0.00003489849,4.0107477e-7,0.23205157,0.76749593,0.00019345495],"about_ca_topic_score_codex":0.00043236336,"about_ca_topic_score_gemma":0.00005835467,"teacher_disagreement_score":0.44585276,"about_ca_system_score_codex":0.000033706856,"about_ca_system_score_gemma":0.000036789723,"threshold_uncertainty_score":0.99182695},"labels":[],"label_agreement":null},{"id":"W4402005501","doi":"10.18280/ijsdp.190811","title":"Experiential Tourism Intention: The Case Innovation of Salt Field into Experiential Tourism","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Experiential learning; Tourism; Field (mathematics); Business; Marketing; Psychology; Knowledge management; Geography; Pedagogy; Computer science; Archaeology","score_opus":0.013193549466586752,"score_gpt":0.2721214305311717,"score_spread":0.258927881064585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402005501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98510706,0.0006199612,0.0069076386,0.0029093644,0.0030658075,0.00010102559,3.5087706e-7,0.000017621944,0.001271145],"genre_scores_gemma":[0.9963222,0.000010395781,0.0005811964,0.00032338224,0.0021472746,0.000009695611,0.000018081722,0.00001054918,0.00057722593],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875754,0.000012607755,0.0006025806,0.00012952824,0.0003430022,0.00015471099],"domain_scores_gemma":[0.9984258,0.00007818281,0.00034221302,0.00006159256,0.0010794143,0.000012834118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071556214,0.00011851479,0.00013151551,0.0007016214,0.00019910326,0.0005446626,0.00021425543,0.000063182626,0.00015191344],"category_scores_gemma":[0.00024284981,0.00009217794,0.000055521275,0.0004123492,0.000043236603,0.0014396895,0.00014039876,0.00020360241,0.0000034767797],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010490012,0.000518676,0.013840608,0.0014452062,0.001664399,0.05826725,0.20086752,0.00031223375,0.0009799184,0.40641445,0.11344391,0.20119683],"study_design_scores_gemma":[0.001191719,0.000086803644,0.0034796316,0.00088469416,0.00010127005,0.0013057372,0.36126894,0.0015915202,0.006341399,0.02080664,0.6024148,0.00052688445],"about_ca_topic_score_codex":0.00023658926,"about_ca_topic_score_gemma":0.0000053585795,"teacher_disagreement_score":0.48897085,"about_ca_system_score_codex":0.00006916018,"about_ca_system_score_gemma":0.00014440328,"threshold_uncertainty_score":0.5252194},"labels":[],"label_agreement":null},{"id":"W4402205710","doi":"10.1108/ihr-02-2024-0009","title":"To lead or not to lead? A cultural examination of leadership in independent hotels","year":2024,"lang":"en","type":"article","venue":"International Hospitality Review","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Lead (geology); Business; Psychology; Geology","score_opus":0.13268622648049472,"score_gpt":0.35110788146520194,"score_spread":0.21842165498470723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402205710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89198226,0.0044213547,0.0004458151,0.08843557,0.0025409437,0.001533864,0.000024230847,0.00013128178,0.010484677],"genre_scores_gemma":[0.98719853,0.0007255584,0.00015261112,0.008881782,0.00069994724,0.00011069909,0.00008259011,0.000019233657,0.00212904],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981281,0.000033090088,0.0006175957,0.00039853755,0.00059854245,0.00022411587],"domain_scores_gemma":[0.9992512,0.00006199908,0.00013006383,0.00021102937,0.00032135373,0.000024396504],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012069541,0.0001858409,0.00029900318,0.00034750212,0.000029088515,0.00024107598,0.00042699825,0.000066222055,0.0004184291],"category_scores_gemma":[0.00078225014,0.00015557997,0.00012733472,0.0008731918,0.000030122737,0.0012412796,0.00013260373,0.00016039319,0.0009111193],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014469771,0.0008695463,0.01050849,0.019993635,0.00020917054,0.00008717816,0.0036713553,0.00006608014,0.0006171301,0.058235444,0.048456006,0.85714126],"study_design_scores_gemma":[0.0005213943,0.00013054226,0.6918518,0.022217687,0.0001326888,0.000010398707,0.0028117134,0.00065520406,0.0005872498,0.0012909342,0.27881423,0.00097619114],"about_ca_topic_score_codex":0.0006281983,"about_ca_topic_score_gemma":0.00030032074,"teacher_disagreement_score":0.85616505,"about_ca_system_score_codex":0.00018454371,"about_ca_system_score_gemma":0.000045910914,"threshold_uncertainty_score":0.9998668},"labels":[],"label_agreement":null},{"id":"W4402514693","doi":"10.1007/978-3-319-01669-6_556-2","title":"Fieldwork in Tourism","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Tourism; Geography; Business; Archaeology","score_opus":0.026237403080014685,"score_gpt":0.22246082794778585,"score_spread":0.19622342486777117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402514693","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023232262,0.00003691465,0.000016384129,0.0028988987,0.0012711835,0.0001609145,7.530192e-7,0.0001743796,0.99520826],"genre_scores_gemma":[0.00805153,0.000047336194,0.000028711966,0.001743986,0.0038868152,0.000010156314,0.00007939314,0.000048856637,0.98610324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992229,9.4249185e-7,0.00022512815,0.00023404646,0.00015736358,0.00015961686],"domain_scores_gemma":[0.9996008,0.000031869196,0.000108244014,0.00021473943,0.000038619353,0.000005703579],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016368002,0.00016667088,0.00018286734,0.00031722407,0.000040637886,0.00012431304,0.00015699242,0.00025855616,0.0028488778],"category_scores_gemma":[0.00003097498,0.00016554068,0.00007959421,0.000072977215,0.000017114871,0.0002632696,0.00009922246,0.00025471544,0.008464353],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021885826,0.000010410677,0.00018686036,0.000066409586,0.000009660235,0.000022265756,0.000016125245,0.0000026020534,1.0778832e-7,0.7258555,0.26872152,0.0051063146],"study_design_scores_gemma":[0.00007425673,0.000001626416,0.00108387,0.0001041422,0.0000110481615,1.2736821e-7,0.000023885957,0.000027975266,2.8974003e-7,0.29539767,0.703078,0.00019712739],"about_ca_topic_score_codex":0.0007866861,"about_ca_topic_score_gemma":0.00067403086,"teacher_disagreement_score":0.43435648,"about_ca_system_score_codex":0.000020466347,"about_ca_system_score_gemma":0.00001842242,"threshold_uncertainty_score":0.9980627},"labels":[],"label_agreement":null},{"id":"W4406181720","doi":"10.1007/978-3-030-74923-1_234","title":"Arctic Tourism","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"","keywords":"Tourism; Arctic; The arctic; Geography; Geology; Oceanography; Archaeology","score_opus":0.016001000699603186,"score_gpt":0.21529643438272328,"score_spread":0.19929543368312008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406181720","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007171818,0.0003474181,0.00002050077,0.0042918907,0.0025172706,0.00016219809,0.000001615465,0.00026260095,0.99232477],"genre_scores_gemma":[0.015545175,0.000034866724,0.000033464712,0.0019129232,0.010023933,0.000007676529,0.00009188044,0.000069639995,0.97228044],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991333,4.4085067e-7,0.00020755347,0.0003042928,0.0002021862,0.00015224236],"domain_scores_gemma":[0.9995366,0.000013153251,0.00009880493,0.00025679977,0.00008594003,0.000008735042],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011033596,0.00022887294,0.00017863738,0.00025414454,0.000061180304,0.00039094134,0.00015590069,0.00020622366,0.011143812],"category_scores_gemma":[0.0000128322545,0.00020566488,0.0001554707,0.000039853905,0.000032170836,0.00034845673,0.00011853346,0.00028203896,0.034086138],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012373025,0.000007670134,0.000011356392,0.00029931555,0.00003519499,0.000022876067,0.000008173405,2.99195e-7,2.568689e-7,0.8259493,0.17192906,0.0017352611],"study_design_scores_gemma":[0.000027294713,0.0000014359106,0.000038217913,0.000110311914,0.00006418857,7.170969e-7,0.000007848835,0.000018065828,2.8924433e-7,0.40663716,0.5929299,0.00016458517],"about_ca_topic_score_codex":0.00036793633,"about_ca_topic_score_gemma":0.00004625946,"teacher_disagreement_score":0.4210008,"about_ca_system_score_codex":0.000039490187,"about_ca_system_score_gemma":0.000022218439,"threshold_uncertainty_score":0.98976016},"labels":[],"label_agreement":null},{"id":"W4406467109","doi":"10.54055/ejtr.v39i.3841","title":"(De)regulating access to tourism and hospitality professions: The case of Portugal","year":2025,"lang":"en","type":"article","venue":"European Journal of Tourism Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Tourism; Hospitality; Hospitality industry; Business; Marketing; Political science; Public relations; Regional science; Sociology; Law","score_opus":0.0682116743747447,"score_gpt":0.3843535075667858,"score_spread":0.31614183319204114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406467109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94834644,0.0003180048,0.00050895737,0.026849939,0.0004179819,0.00031524207,0.0000011501461,0.000011172415,0.023231087],"genre_scores_gemma":[0.99652964,0.000024269048,0.00031682666,0.000626219,0.0016008591,0.000003831432,8.734634e-7,0.000018964947,0.00087852194],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99791175,0.00050144223,0.0006383449,0.0001844161,0.0004149134,0.0003491344],"domain_scores_gemma":[0.9980415,0.00028205029,0.00039123162,0.00032715395,0.0009048274,0.00005319801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010850914,0.00012150022,0.00021762271,0.0005973493,0.00051031396,0.0005802305,0.00070406945,0.00003626095,0.0000676556],"category_scores_gemma":[0.001858169,0.00008493089,0.00008760056,0.00091008365,0.00016682569,0.00087151333,0.0007593254,0.0006587806,0.000010752862],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043693365,0.0008950809,0.08012516,0.0011480188,0.00030154074,0.009142354,0.0045181313,0.00020961055,0.0010524956,0.022765972,0.5337552,0.34564954],"study_design_scores_gemma":[0.0014549374,0.0002150578,0.89965963,0.0015706033,0.00011734553,0.00034324065,0.016988013,0.0006862808,0.0005514918,0.025198296,0.052839823,0.00037525326],"about_ca_topic_score_codex":0.0005198731,"about_ca_topic_score_gemma":0.000016475838,"teacher_disagreement_score":0.8195345,"about_ca_system_score_codex":0.00004345684,"about_ca_system_score_gemma":0.00015510316,"threshold_uncertainty_score":0.55951756},"labels":[],"label_agreement":null},{"id":"W4407235941","doi":"10.1177/21649987251314618","title":"All Play and No Work: The Case of Revitalizing Career Perceptions in Canada’s Tourism Industry","year":2025,"lang":"en","type":"article","venue":"Journal of Hospitality & Tourism Cases","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Becton Dickinson (Canada)","funders":"","keywords":"Tourism; Perception; Work (physics); Career development; Sociology; Political science; Public relations; Management; Psychology; Engineering; Pedagogy; Economics; Mechanical engineering","score_opus":0.01909169124047767,"score_gpt":0.2562911429206063,"score_spread":0.23719945168012863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407235941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857256,0.0011263596,0.000013417285,0.009189522,0.0009499589,0.00021567156,0.0000103399625,0.000007946383,0.0027611824],"genre_scores_gemma":[0.9971767,0.000087658744,0.000076519915,0.0014855948,0.0009598235,0.0000065934323,0.0000052840155,0.000013929247,0.00018787722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982546,0.000066802975,0.0008940576,0.00019748951,0.00028709797,0.00029995228],"domain_scores_gemma":[0.9982866,0.00024737554,0.0006812322,0.00029825352,0.00044715527,0.00003937424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009794248,0.00021277787,0.00042101953,0.00029623858,0.00018657607,0.00017129812,0.00027598708,0.00016178741,0.00009075473],"category_scores_gemma":[0.0006796242,0.00016521939,0.00013417791,0.0005225461,0.00011565018,0.00085105386,0.0001519562,0.0007015176,0.0000024825454],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010043469,0.00039886133,0.69211495,0.00048669035,0.00026344965,0.0065020095,0.0011416362,0.0001922173,0.000030719675,0.0019478234,0.28899837,0.007822846],"study_design_scores_gemma":[0.0009592173,0.000056337078,0.94389415,0.00090086786,0.00038849213,0.0006378524,0.021635916,0.000080313665,0.0000329774,0.0021611827,0.028830742,0.00042197638],"about_ca_topic_score_codex":0.67504066,"about_ca_topic_score_gemma":0.28455722,"teacher_disagreement_score":0.39048347,"about_ca_system_score_codex":0.00025628373,"about_ca_system_score_gemma":0.00063984946,"threshold_uncertainty_score":0.72849774},"labels":[],"label_agreement":null},{"id":"W4408075031","doi":"10.1016/j.jhlste.2025.100539","title":"Fostering a culture of care for tourism graduate students in the academy","year":2025,"lang":"en","type":"article","venue":"Journal of Hospitality Leisure Sport & Tourism Education","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Humber Polytechnic; University of Waterloo","funders":"","keywords":"Tourism; Sociology; Pedagogy; Psychology; Graduate students; Medical education; Political science; Medicine","score_opus":0.025225378489899156,"score_gpt":0.3332573181829261,"score_spread":0.30803193969302695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408075031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98563457,0.0012958676,0.00016689318,0.007257771,0.0021408808,0.00090055086,0.0000037240509,0.000013375784,0.0025863894],"genre_scores_gemma":[0.9959907,0.0000807634,0.0003670265,0.0008505971,0.0023868978,0.000057925172,0.000040763953,0.000017637787,0.00020768029],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977639,0.00002935907,0.00106514,0.0002385515,0.0006363312,0.0002667721],"domain_scores_gemma":[0.9976369,0.000044084525,0.00122138,0.00026478193,0.0008119345,0.000020926083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017257173,0.0002326198,0.0005013147,0.0004688337,0.00016736398,0.00022681794,0.00079952594,0.00018645663,0.000009262764],"category_scores_gemma":[0.00017140522,0.00017986791,0.0003024513,0.0007027695,0.000058046833,0.0011959845,0.00013049007,0.0004689249,0.0000025926438],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026821403,0.0025452292,0.86419576,0.002331519,0.00020938649,0.000013810904,0.016726648,0.000077015815,0.000091552145,0.011180563,0.0630528,0.039307494],"study_design_scores_gemma":[0.00085592223,0.00008716989,0.90006286,0.00060011,0.00024734208,0.000004953756,0.035517737,0.0000093986855,0.00014899812,0.026225602,0.036010433,0.00022945263],"about_ca_topic_score_codex":0.00045350814,"about_ca_topic_score_gemma":0.00004439369,"teacher_disagreement_score":0.039078042,"about_ca_system_score_codex":0.00012778174,"about_ca_system_score_gemma":0.00030797045,"threshold_uncertainty_score":0.7334801},"labels":[],"label_agreement":null},{"id":"W4409793556","doi":"10.61091/jcmcc127a-243","title":"Research on the Design of Digital Training System for Tourism Majors and Innovation of School-Enterprise Collaboration Mode","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Tourism; Mode (computer interface); Engineering management; Knowledge management; Engineering; Business; Computer science; Geography; Human–computer interaction","score_opus":0.051625944020049705,"score_gpt":0.32197503291302837,"score_spread":0.27034908889297865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409793556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97739357,0.00005623352,0.015666263,0.00064412144,0.0044485545,0.00060370384,0.0000022982065,0.000011112369,0.00117417],"genre_scores_gemma":[0.99827063,0.0000043505415,0.0006933589,0.000016942666,0.0009870417,0.0000057457605,0.0000019728532,0.00001281157,0.0000071160716],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99823695,0.000058320584,0.00096326537,0.000124124,0.00045513693,0.00016221285],"domain_scores_gemma":[0.9954968,0.0012872943,0.0011408201,0.00014015005,0.001919017,0.000015920867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037857255,0.00013192183,0.0004078836,0.00067567336,0.00027590143,0.00038433447,0.00021883305,0.00009860781,0.0000010404723],"category_scores_gemma":[0.0017725843,0.000102992744,0.000055545665,0.0011605318,0.000088416346,0.0004551022,0.000100151134,0.0002444688,3.4086872e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019411571,0.00022803828,0.00015247692,0.00070946326,0.00006603895,7.971427e-7,0.0007174752,0.00012607645,0.00029152844,0.99614435,0.00068573764,0.0006838831],"study_design_scores_gemma":[0.0026275266,0.000332757,0.00016990774,0.001553353,0.00008623996,0.000002637511,0.010848941,0.021063343,0.0007878187,0.96207803,0.00031777864,0.00013167418],"about_ca_topic_score_codex":0.000010413732,"about_ca_topic_score_gemma":1.206044e-7,"teacher_disagreement_score":0.034066346,"about_ca_system_score_codex":0.000059358812,"about_ca_system_score_gemma":0.00018529559,"threshold_uncertainty_score":0.41999224},"labels":[],"label_agreement":null},{"id":"W4412647709","doi":"10.1016/j.jhtm.2025.101314","title":"Contextualising hotel career behaviour: testing a sociocultural and organizational career model","year":2025,"lang":"en","type":"article","venue":"Journal of Hospitality and Tourism Management","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Edith Cowan University","keywords":"Sociocultural evolution; Career development; Psychology; Sociology; Management; Publishing; Project commissioning; Public relations; Social psychology; Political science; Anthropology; Economics","score_opus":0.021373959690022027,"score_gpt":0.23566482845757858,"score_spread":0.21429086876755654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412647709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822869,0.00072755275,0.002467772,0.0044522835,0.00047933657,0.0002427384,0.0000037916623,0.00003391324,0.009305749],"genre_scores_gemma":[0.99553037,0.00006816426,0.002020059,0.0011750996,0.0005511851,0.000005117478,0.000010750553,0.00001552902,0.00062374596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998588,0.00001853506,0.00054607715,0.00024383316,0.00036445408,0.00023909069],"domain_scores_gemma":[0.9987965,0.000042246025,0.000422137,0.00014403545,0.00056068954,0.000034359324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067636266,0.00021002101,0.0002957439,0.00028544717,0.00033901847,0.0005272213,0.00019131566,0.0000928545,0.000018419692],"category_scores_gemma":[0.00013896744,0.00018755517,0.00007932057,0.0003736197,0.00011039071,0.0011713548,0.00025347533,0.00022311865,0.0000027547692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010043563,0.00079497014,0.72806317,0.0014883546,0.0008821212,0.00021101521,0.0029829256,0.00093447784,0.0000988917,0.20672722,0.032919347,0.024797074],"study_design_scores_gemma":[0.0025207032,0.00007473271,0.8781939,0.0006021083,0.00089231704,0.000024372011,0.013408129,0.007055857,0.000039653343,0.09286901,0.0036082037,0.0007109814],"about_ca_topic_score_codex":0.00018488144,"about_ca_topic_score_gemma":0.000010879966,"teacher_disagreement_score":0.15013076,"about_ca_system_score_codex":0.00006774956,"about_ca_system_score_gemma":0.0000421669,"threshold_uncertainty_score":0.7648278},"labels":[],"label_agreement":null},{"id":"W4412719848","doi":"10.1080/15332845.2025.2530284","title":"The influence of workplace inequities through the employment lifecycle on commitment and turnover in the hospitality industry","year":2025,"lang":"en","type":"article","venue":"Journal of Human Resources in Hospitality & Tourism","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Hospitality industry; Hospitality; Business; Turnover; Turnover intention; Marketing; Labour economics; Organizational commitment; Public relations; Management; Economics; Tourism; Political science","score_opus":0.013916731268549181,"score_gpt":0.28017922363852793,"score_spread":0.26626249236997873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412719848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754945,0.0009834943,0.000002579723,0.018041711,0.00031949684,0.00047456962,0.0000017151139,0.000008767117,0.0046731504],"genre_scores_gemma":[0.9969561,0.00008151109,0.000007869557,0.0021162936,0.00056138576,0.000027256165,0.0000013282104,0.000011254587,0.00023696313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974581,0.00022749558,0.0011112904,0.00021270322,0.00066684256,0.00032357711],"domain_scores_gemma":[0.9977225,0.0005837148,0.0009559267,0.00055249187,0.0001704986,0.000014872146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030529632,0.00024000184,0.00037729484,0.00018544427,0.000472142,0.0005301591,0.0010140132,0.00017791946,0.000009212726],"category_scores_gemma":[0.0003541068,0.00013050603,0.00013815331,0.0005789278,0.00051676616,0.000702049,0.00022925655,0.0011684523,0.0000014738516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018480395,0.001135994,0.901787,0.00022819581,0.00016476953,0.00003745986,0.021941805,0.0020470142,0.000014653204,0.05538595,0.0154038565,0.0016684886],"study_design_scores_gemma":[0.000647451,0.0001153819,0.9133748,0.0004777932,0.00004911627,0.0000018477358,0.020907372,0.000011297538,0.00001837031,0.04172324,0.022530245,0.00014308069],"about_ca_topic_score_codex":0.002148689,"about_ca_topic_score_gemma":0.0005309571,"teacher_disagreement_score":0.02146162,"about_ca_system_score_codex":0.000117117175,"about_ca_system_score_gemma":0.000045879537,"threshold_uncertainty_score":0.5321881},"labels":[],"label_agreement":null},{"id":"W4413366871","doi":"10.1016/j.jhlste.2025.100574","title":"Exploring the potential of arts-based learning and assessment in tourism education","year":2025,"lang":"en","type":"article","venue":"Journal of Hospitality Leisure Sport & Tourism Education","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Tourism; The arts; Psychology; Pedagogy; Sociology; Mathematics education; Political science; Visual arts; Art","score_opus":0.019500399018169908,"score_gpt":0.29987796231904845,"score_spread":0.28037756330087854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413366871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793574,0.0006326098,0.00045427476,0.011286144,0.0037718844,0.00038769326,5.034939e-7,0.000017813849,0.0040916703],"genre_scores_gemma":[0.99639904,0.0001450221,0.00092416257,0.00030980195,0.001886165,0.000046173373,0.000025884394,0.000018866456,0.00024489523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979416,0.00004456286,0.0010492962,0.0002511641,0.0004765329,0.00023685537],"domain_scores_gemma":[0.9976492,0.000050234157,0.0012634282,0.00025702245,0.0007489128,0.00003123227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001964337,0.00022233884,0.00042104835,0.0007376702,0.00021118768,0.00021957752,0.00027721556,0.00009764824,0.000030824955],"category_scores_gemma":[0.00017332325,0.00018963584,0.00016915014,0.00075038517,0.000092250906,0.0017267986,0.00006058358,0.00067332183,0.000002365561],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006914062,0.0018883221,0.8869489,0.0004733898,0.00006855813,0.0000059160734,0.0004194316,0.0004750528,0.00018578907,0.012803445,0.0044196793,0.09224241],"study_design_scores_gemma":[0.0004002506,0.00004632498,0.95513815,0.000425842,0.00013978117,0.0000040509376,0.006195007,0.00017829255,0.00011102997,0.0066815363,0.030497631,0.00018212604],"about_ca_topic_score_codex":0.0015981058,"about_ca_topic_score_gemma":0.000051865212,"teacher_disagreement_score":0.09206029,"about_ca_system_score_codex":0.00017018073,"about_ca_system_score_gemma":0.0016339493,"threshold_uncertainty_score":0.7733125},"labels":[],"label_agreement":null},{"id":"W4413575849","doi":"10.64628/aam.xcshk4xee","title":"Worker shortage? Or poor work conditions? Here’s what’s really vexing Canadian restaurants","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Economic shortage; Work (physics); Business; Marketing; Engineering","score_opus":0.03374458964349491,"score_gpt":0.2678376733040201,"score_spread":0.23409308366052517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413575849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8058843,0.00090750796,0.00018623669,0.034585766,0.013094226,0.0013347724,0.000022002114,0.0004478518,0.14353733],"genre_scores_gemma":[0.97671866,0.00022570856,0.00041483162,0.007320235,0.0034989712,0.00014027223,0.001847186,0.00007893469,0.009755183],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99761415,0.000034009452,0.0005558125,0.000786838,0.0003708247,0.00063834083],"domain_scores_gemma":[0.9983944,0.00006177445,0.00028933378,0.0007643566,0.00039587752,0.00009422031],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049689057,0.00042324667,0.00043617003,0.000495494,0.00042937478,0.004788563,0.00051322236,0.0004792611,0.0073621324],"category_scores_gemma":[0.00023347473,0.0004034846,0.00018895605,0.0007254493,0.000064977365,0.0021524946,0.00040578705,0.00070818147,0.00053650205],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027240653,0.0011661783,0.20038559,0.003056205,0.0013976187,0.0031050092,0.0027558145,0.0021772445,0.000024579975,0.02020645,0.667956,0.09749691],"study_design_scores_gemma":[0.00089203217,0.000013451294,0.53223205,0.009746044,0.00065139664,0.000017037366,0.044834346,0.0012232254,0.000028808883,0.01218424,0.3943441,0.0038333042],"about_ca_topic_score_codex":0.3342639,"about_ca_topic_score_gemma":0.54479086,"teacher_disagreement_score":0.33184645,"about_ca_system_score_codex":0.00024764737,"about_ca_system_score_gemma":0.001023977,"threshold_uncertainty_score":0.9998417},"labels":[],"label_agreement":null},{"id":"W4413654247","doi":"10.64628/aam.mqdajhkqc","title":"How to turn your long weekend into a vacation","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Turn (biochemistry); Business; Advertising; History; Marketing; Biology","score_opus":0.028165123219533534,"score_gpt":0.26904837819989874,"score_spread":0.2408832549803652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413654247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85902,0.00008811959,0.024301294,0.06420944,0.0051147304,0.0010214633,0.0000028711409,0.00039006976,0.045852035],"genre_scores_gemma":[0.9752017,0.000007290619,0.0018939509,0.0024098724,0.012010446,0.00010652026,0.00026174402,0.000039846436,0.008068582],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866223,0.000009567096,0.00023992684,0.00054611923,0.00028932473,0.00025282011],"domain_scores_gemma":[0.9987452,0.000011648654,0.0002604913,0.0005697562,0.0003873735,0.000025550633],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003620158,0.00026328256,0.00022495701,0.00035668662,0.0001523361,0.001659275,0.0004425874,0.0002489501,0.0004733277],"category_scores_gemma":[0.00021237267,0.000254338,0.000105605024,0.00028417868,0.000028495808,0.0008396476,0.00080898486,0.00025398162,0.0016769692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007657298,0.0008429794,0.07472474,0.003553312,0.00031029302,0.000015400565,0.004155062,0.00014612684,0.00017617528,0.035542328,0.7818384,0.09861857],"study_design_scores_gemma":[0.0003948356,0.000028946173,0.25325415,0.00043762472,0.00020633738,0.0000011798579,0.0017141718,0.001786377,0.00030376433,0.11890018,0.62141675,0.0015556784],"about_ca_topic_score_codex":0.0034006624,"about_ca_topic_score_gemma":0.0006938895,"teacher_disagreement_score":0.1785294,"about_ca_system_score_codex":0.00008393939,"about_ca_system_score_gemma":0.00005953222,"threshold_uncertainty_score":0.9999909},"labels":[],"label_agreement":null},{"id":"W4415721585","doi":"10.1080/14927713.2025.2578481","title":"What do we get out of it? Tourism actors’ perspectives on the benefits of partaking in student innovation camps","year":2025,"lang":"en","type":"article","venue":"Leisure/Loisir","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tourism; Work (physics); Government (linguistics); Agency (philosophy); Field (mathematics)","score_opus":0.029038098039396696,"score_gpt":0.2934162815858373,"score_spread":0.2643781835464406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415721585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803337,0.00078954623,0.00002530968,0.013998593,0.000980461,0.00038299413,0.000001566069,0.000020039719,0.0034677892],"genre_scores_gemma":[0.9985876,0.00038991045,0.000015544461,0.000316861,0.00041841686,0.000028764247,0.000009399086,0.000011079789,0.00022240402],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988271,0.000029890045,0.00043530858,0.00023769063,0.0003018928,0.00016812069],"domain_scores_gemma":[0.99888515,0.00013437892,0.00037833655,0.00029734307,0.00030081108,0.0000039586434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000713855,0.00014421174,0.0002347363,0.00042813394,0.00008035366,0.00019077715,0.0002606576,0.00008457037,0.00006177144],"category_scores_gemma":[0.00020935612,0.00011304628,0.000052892345,0.0009887574,0.000051385254,0.0008155452,0.00009250295,0.00017742605,0.000013459398],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006498509,0.0010702044,0.2815745,0.0003700065,0.00012745388,0.0000021199455,0.0219878,0.0005090433,0.00057779386,0.67050505,0.0044795442,0.018731497],"study_design_scores_gemma":[0.0007382456,0.00004085164,0.85755813,0.002130002,0.000060191407,1.1407915e-7,0.09155808,0.00010105045,0.0021012358,0.014556771,0.030852783,0.00030252925],"about_ca_topic_score_codex":0.00028378167,"about_ca_topic_score_gemma":0.00026488747,"teacher_disagreement_score":0.6559483,"about_ca_system_score_codex":0.00005572108,"about_ca_system_score_gemma":0.00003914419,"threshold_uncertainty_score":0.46098933},"labels":[],"label_agreement":null},{"id":"W4416892340","doi":"10.5539/jel.v15n2p178","title":"A Needs Analysis for Curriculum Development: Realigning Business English Pedagogy with 21st-Century Communication Demands in Thailand’s Hospitality Industry","year":2025,"lang":"","type":"article","venue":"Journal of Education and Learning","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Employability; Curriculum; Needs analysis; Hospitality industry; Competence (human resources); Communicative competence; Creativity; Critical thinking; Business English; Workforce","score_opus":0.008836087238834599,"score_gpt":0.27460859111683494,"score_spread":0.26577250387800033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416892340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838564,0.004773215,0.0013405381,0.0037020596,0.0011526097,0.00038214866,6.715693e-7,0.000017661494,0.0047747297],"genre_scores_gemma":[0.9952975,0.0010583936,0.0013770025,0.0003672809,0.0008436977,0.000040133265,0.00011440107,0.000021474112,0.00088012835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768806,0.00018858735,0.0011915962,0.00028851046,0.00030061998,0.00034261393],"domain_scores_gemma":[0.9950573,0.00022530888,0.0018434965,0.00024702013,0.0025687711,0.00005810959],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028128289,0.0003063803,0.0006315026,0.0026436588,0.0007045145,0.00077424647,0.00031568692,0.00035887223,0.000063713414],"category_scores_gemma":[0.0014383601,0.0002897955,0.00013327258,0.004495744,0.00009056477,0.0018167907,0.0000987631,0.0012828431,0.0000011701503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009704038,0.0010055118,0.943328,0.0006494161,0.00055962265,7.1931294e-7,0.015757786,0.0011604009,0.0000025012948,0.002459892,0.0005568624,0.0344222],"study_design_scores_gemma":[0.0011661246,0.000039121376,0.71999943,0.0014778329,0.0009773448,0.0000027140134,0.18204162,0.0006764322,0.000003582574,0.0001731443,0.09313134,0.00031131218],"about_ca_topic_score_codex":0.0005956894,"about_ca_topic_score_gemma":0.00025167307,"teacher_disagreement_score":0.2233286,"about_ca_system_score_codex":0.00021608338,"about_ca_system_score_gemma":0.0015442917,"threshold_uncertainty_score":0.9999554},"labels":[],"label_agreement":null},{"id":"W4417527127","doi":"10.1108/978-1-80592-425-820251017","title":"Strategic Management of Tourism and Hospitality Sector in Sri Lanka: Navigating the Digital Transformation Era","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Tourism; Hospitality; Context (archaeology); Hospitality industry; Hospitality management studies; Sustainability; Sri lanka; Tourism geography","score_opus":0.015251923523676861,"score_gpt":0.22402310241603943,"score_spread":0.20877117889236257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417527127","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15421876,0.0001476685,0.000028394279,0.0014355019,0.00021123662,0.0005540505,0.000014847837,0.0000410073,0.84334856],"genre_scores_gemma":[0.98253685,0.0001068454,0.0000462494,0.00022088546,0.00030322158,0.000019401588,0.00020969288,0.000015133099,0.016541712],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99884003,0.0000041441313,0.00049618044,0.00025174275,0.00024379858,0.0001641255],"domain_scores_gemma":[0.99939674,0.00003356595,0.0002672886,0.00022610048,0.00006821587,0.000008093089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028949438,0.00024277717,0.00026242365,0.000118396,0.00008903048,0.0003183186,0.00018228898,0.00015280063,0.00015075725],"category_scores_gemma":[0.000003955467,0.00018997381,0.000088535526,0.00010482307,0.000068596135,0.0006839059,0.00008726107,0.0003610095,0.000019098261],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010923138,0.00004824395,0.00045196628,0.0015051437,0.00009038839,0.0000070622327,0.00048626924,0.000005942257,5.3787e-7,0.9716255,0.0003285821,0.025439417],"study_design_scores_gemma":[0.0019689652,0.000059355174,0.0217754,0.0053294636,0.0004965939,0.0000027850838,0.024526315,0.0016735517,0.000017174818,0.8896763,0.052863117,0.0016109864],"about_ca_topic_score_codex":0.0005103402,"about_ca_topic_score_gemma":0.000096951626,"teacher_disagreement_score":0.8283181,"about_ca_system_score_codex":0.000036668258,"about_ca_system_score_gemma":0.000025784382,"threshold_uncertainty_score":0.77469075},"labels":[],"label_agreement":null},{"id":"W68318183","doi":"10.1300/j369v08n02_05","title":"Marketing Strategies of Bars in the United States and Canada","year":2005,"lang":"en","type":"article","venue":"Journal of Foodservice Business Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Census; Marketing; Exploratory research; Geography; Grid; Political science; Regional science; Business; Sociology; Demography; Social science","score_opus":0.035023807311253465,"score_gpt":0.3073141064306981,"score_spread":0.27229029911944463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W68318183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745454,0.00027993514,0.00001145733,0.023386814,0.00008134291,0.000093769966,7.382751e-7,0.000002069335,0.0015984464],"genre_scores_gemma":[0.998564,0.00024026593,0.000106017316,0.0004381648,0.00062345894,0.000002173922,0.00000644202,0.000007779064,0.000011680236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847406,0.000119847384,0.0003927376,0.000082468614,0.00070200925,0.00022886295],"domain_scores_gemma":[0.9976276,0.00040215842,0.0002532496,0.00012423244,0.0015800497,0.000012670077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004132641,0.000078128825,0.00015157688,0.0005377582,0.000116853495,0.00027622058,0.00037978502,0.000034979552,0.000041257696],"category_scores_gemma":[0.00040941493,0.0000547158,0.000018070923,0.0015939773,0.000061694926,0.0010314324,0.0000752056,0.0003176154,0.0000013334524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002634636,0.0030207352,0.720362,0.013981413,0.00044034992,0.0004867138,0.0151342265,0.05168682,0.0019447042,0.026603036,0.09003363,0.07367175],"study_design_scores_gemma":[0.00046763255,0.000014952302,0.90751594,0.00026148712,0.000012377104,0.00001174259,0.0421902,0.0017509838,0.00002238989,0.0015312788,0.046132505,0.000088499466],"about_ca_topic_score_codex":0.616414,"about_ca_topic_score_gemma":0.4451458,"teacher_disagreement_score":0.18715397,"about_ca_system_score_codex":0.000049728606,"about_ca_system_score_gemma":0.00041496384,"threshold_uncertainty_score":0.56497884},"labels":[],"label_agreement":null},{"id":"W6888986948","doi":"10.25316/ir-15309","title":"COVID-19 adaptation and recovery: Human resource and training needs in Whistler, BC","year":2020,"lang":"en","type":"article","venue":"VIURRSpace (Vancouver Island University)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Royal Roads University","keywords":"Human resources; Focus group; Training and development; Identification (biology); Adaptation (eye); Training (meteorology); Qualitative research","score_opus":0.0329776102054947,"score_gpt":0.217363018933479,"score_spread":0.1843854087279843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6888986948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56370735,0.00017637454,0.003901128,0.02554309,0.00043005074,0.00059312244,0.000013621568,0.00025922625,0.40537605],"genre_scores_gemma":[0.9934019,0.00003865867,0.00008860404,0.0022418653,0.00030180582,6.870727e-7,0.000004856066,0.000013410869,0.0039082444],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993467,0.000022160295,0.0000952507,0.0002523624,0.00011030365,0.0001732707],"domain_scores_gemma":[0.9996751,0.000041126794,0.000105267514,0.00008392761,0.000028339615,0.000066260174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013887532,0.00012753598,0.0001581712,0.00041150118,0.00023276663,0.000107372696,0.00009246192,0.00007578621,0.00006835765],"category_scores_gemma":[0.00011754945,0.00014797885,0.000025803934,0.0007348265,0.000061686835,0.0009186658,0.00008573691,0.0001310883,0.000007665345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009110334,0.0002947694,0.021351662,0.0013815662,0.00015161526,0.0003559994,0.097781904,0.0038203292,0.00038272506,0.076098815,0.7733368,0.024132783],"study_design_scores_gemma":[0.0013892022,0.00003533084,0.0015304035,0.000028436572,0.000036073056,5.4892274e-7,0.04604111,0.0017139325,0.0000018446739,0.000796551,0.948186,0.00024061522],"about_ca_topic_score_codex":0.0019007358,"about_ca_topic_score_gemma":0.0021748398,"teacher_disagreement_score":0.4296945,"about_ca_system_score_codex":0.00007021776,"about_ca_system_score_gemma":0.00006362796,"threshold_uncertainty_score":0.6034403},"labels":[],"label_agreement":null},{"id":"W6889872342","doi":"10.3316/informit.t2024052400000901206654449","title":"Conceptualising thriving at work in hospitality: a LEGO® SERIOUS PLAY®-elicited study","year":2024,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Thriving; Hospitality industry; Hospitality; Workforce; Perspective (graphical); Context (archaeology); Work (physics)","score_opus":0.025979573525822728,"score_gpt":0.2873166834524529,"score_spread":0.2613371099266302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889872342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9737255,0.00007076905,0.000023254734,0.0035828447,0.00038874327,0.00090052455,0.000008978455,0.0002700724,0.021029336],"genre_scores_gemma":[0.9929716,0.000032301694,0.000022062026,0.0000816824,0.000596524,0.0000060156613,0.00008989311,0.000040464318,0.0061594434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99699926,0.0001611917,0.00031312203,0.00074778043,0.0009640299,0.00081460073],"domain_scores_gemma":[0.99894595,0.00019780167,0.000088451314,0.00042916922,0.00026899326,0.00006964843],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016330299,0.00025518742,0.00030554386,0.0012677591,0.00055583636,0.000656407,0.00049920584,0.00015138232,0.00053309614],"category_scores_gemma":[0.00020840079,0.0002851128,0.000121794874,0.0035004688,0.00023920681,0.0022635304,0.0008295369,0.0007586843,0.00045575856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039016374,0.0020197213,0.83468914,0.0005487986,0.0003946991,0.009291772,0.015718602,0.00019861467,0.000075776996,0.05210852,0.07676954,0.0077946484],"study_design_scores_gemma":[0.0018081564,0.00019252054,0.73442006,0.0008450414,0.0001015272,0.0000042403185,0.09197162,0.0004262095,0.000020770533,0.0011642859,0.16799986,0.0010457226],"about_ca_topic_score_codex":0.014458818,"about_ca_topic_score_gemma":0.000823799,"teacher_disagreement_score":0.10026911,"about_ca_system_score_codex":0.00042573595,"about_ca_system_score_gemma":0.0001694491,"threshold_uncertainty_score":0.9999601},"labels":[],"label_agreement":null},{"id":"W6891692996","doi":"10.4224/21274848","title":"National Research Council Canada: audit of hospitality 2007-2008: internal audit: NRC","year":2009,"lang":"en","type":"report","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada; Privy Council Office","funders":"","keywords":"Audit; Chief audit executive; Internal audit; Joint audit; Audit evidence; Hospitality; Information technology audit","score_opus":0.11330211091751567,"score_gpt":0.32572010228967374,"score_spread":0.21241799137215805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6891692996","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0062341597,0.00059973274,0.000051131065,0.004788799,0.0048151608,0.00045276948,0.0000773554,0.00006364824,0.98291725],"genre_scores_gemma":[0.87171453,0.000475073,0.00014160128,0.0014396217,0.02538617,0.00006551924,0.00040899785,0.000087014196,0.10028144],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97488713,0.00004265837,0.0009737052,0.0006386746,0.022864524,0.0005933076],"domain_scores_gemma":[0.9382107,0.00014814698,0.0008352238,0.00047390745,0.060290772,0.00004119751],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01989369,0.00036989825,0.0005948159,0.0004060209,0.00026394054,0.0002629562,0.00073003187,0.00037121898,0.0036708016],"category_scores_gemma":[0.014838854,0.00035708796,0.00019735121,0.0006976749,0.0001712502,0.00089022674,0.00025374757,0.000862367,0.00020870617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000013025235,0.00020919139,0.0014833236,0.00044423575,0.000107499734,0.000019548756,0.000021625901,0.000008748318,0.0000010842674,0.005162666,0.98999333,0.0025357406],"study_design_scores_gemma":[0.0001838398,0.000017070113,0.046150874,0.00024930423,0.000045098936,0.0000045894512,0.00016642766,0.00006426528,0.000005448258,0.006262134,0.94648236,0.0003685985],"about_ca_topic_score_codex":0.9570059,"about_ca_topic_score_gemma":0.88004476,"teacher_disagreement_score":0.8826358,"about_ca_system_score_codex":0.015781064,"about_ca_system_score_gemma":0.08343927,"threshold_uncertainty_score":0.9998881},"labels":[],"label_agreement":null},{"id":"W6912952297","doi":"10.5281/zenodo.7077733","title":"FIGURE 1. Rinodina jacutica. A in A new saxicolous species, Rinodina jacutica (Physciaceae, lichenized Ascomycota) from the Republic of Sakha (Yakutia), Russia","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Spore; Habit; Scale (ratio); Bar (unit)","score_opus":0.03192381439108958,"score_gpt":0.22652581090292803,"score_spread":0.19460199651183846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912952297","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006493674,0.00056777295,0.00008094114,0.005359677,0.00043812717,0.0012388364,0.00027421035,0.000707645,0.98483914],"genre_scores_gemma":[0.42068726,0.0009684322,0.0005385547,0.0030240365,0.009471253,0.0000022945458,0.022151545,0.014494323,0.52866226],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997277,0.0002421563,0.00051478605,0.0007223031,0.0007227694,0.0005209408],"domain_scores_gemma":[0.9980083,0.00006529197,0.0005854034,0.0010731089,0.00020176897,0.00006612959],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00074586575,0.0003509159,0.00045013867,0.0006255844,0.0009860476,0.0011943035,0.0020134903,0.00020018619,0.230261],"category_scores_gemma":[0.00094896194,0.000329571,0.00014858229,0.001708918,0.00022166203,0.00037793393,0.0021747495,0.0007266806,0.005743915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007203466,0.00031766394,0.0003028682,0.00012691026,0.000112355396,0.000016097574,0.00060308666,0.0000035824294,0.00004091685,0.01987957,0.970757,0.0077678943],"study_design_scores_gemma":[0.000831829,0.000045234312,0.014156879,0.00012248821,0.00007352764,0.00000462538,0.00061773777,0.000079254845,0.000005844911,0.000870185,0.98285526,0.00033715187],"about_ca_topic_score_codex":0.0032856502,"about_ca_topic_score_gemma":0.000063812215,"teacher_disagreement_score":0.45617682,"about_ca_system_score_codex":0.000245594,"about_ca_system_score_gemma":0.000040724935,"threshold_uncertainty_score":0.99991566},"labels":[],"label_agreement":null},{"id":"W6921689207","doi":"10.7916/d8-n47a-0t93","title":"Courtlandt Street Hotel. Bill or receipt","year":2020,"lang":"en","type":"article","venue":"Columbia Academic Commons (Columbia University)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Receipt; Payment; Government (linguistics); Quarter (Canadian coin); Legislation","score_opus":0.03736333413955995,"score_gpt":0.21462432621941774,"score_spread":0.1772609920798578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921689207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9217517,0.000051993335,0.00017029294,0.012045702,0.0007407774,0.00079660176,0.00004826585,0.00056827,0.063826405],"genre_scores_gemma":[0.9774425,0.0001002092,0.000082974744,0.0032859473,0.0015428403,0.000004871694,0.00009523048,0.000048754584,0.017396683],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808514,0.000055540924,0.0003562571,0.0006209664,0.00034358652,0.0005384876],"domain_scores_gemma":[0.9988206,0.00011694404,0.00032762656,0.0004071684,0.00019694857,0.00013070593],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025530695,0.00021943281,0.0004090292,0.00019730999,0.00064322894,0.00051596237,0.0010452798,0.00037425297,0.0026194388],"category_scores_gemma":[0.00033910957,0.0003174969,0.000158868,0.0021064589,0.00017730662,0.0015779082,0.00053074514,0.0008663639,0.0004937441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093453156,0.000116350515,0.42902413,0.000106321786,0.00006496373,0.0001000792,0.00019672904,0.000015945674,0.00006274317,0.00070827955,0.5657601,0.0037509475],"study_design_scores_gemma":[0.0011933087,0.000054335287,0.12624758,0.000069836344,0.00015561124,0.0000021247472,0.0019092214,0.00077044935,0.0000056628614,0.0008509381,0.8681858,0.0005551328],"about_ca_topic_score_codex":0.054666437,"about_ca_topic_score_gemma":0.10286912,"teacher_disagreement_score":0.30277655,"about_ca_system_score_codex":0.0001457293,"about_ca_system_score_gemma":0.00018079346,"threshold_uncertainty_score":0.9999277},"labels":[],"label_agreement":null},{"id":"W6923415620","doi":"10.14288/1.0177042","title":"The Cumberland News","year":2012,"lang":"en","type":"article","venue":"Open Collections","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"News bureau; News media; Postal service; Newspaper","score_opus":0.021744006024776667,"score_gpt":0.2598645176152724,"score_spread":0.23812051159049574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923415620","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0063052317,0.00005224272,0.000094752075,0.0033792849,0.0016309716,0.00028972104,6.753814e-7,0.000031001524,0.9882161],"genre_scores_gemma":[0.48307946,0.000027842527,0.00011101013,0.0013430972,0.004547996,0.00020504349,0.000012767317,0.000015454332,0.5106573],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996094,0.000007006136,0.00008665422,0.00006669688,0.00006503336,0.00016517767],"domain_scores_gemma":[0.99970835,0.000037035214,0.00005103934,0.0001471557,0.00004690635,0.000009493999],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002373991,0.000048357866,0.00004591844,0.000020685537,0.0036261235,0.002985081,0.00019800612,0.000021545906,0.00064732565],"category_scores_gemma":[0.00007452886,0.000034974113,0.000024486913,0.00059667084,0.000020720685,0.0012141963,0.00010806378,0.000056618934,0.00036966882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003920942,0.0000645511,0.00578353,0.0000018785681,0.00000861411,5.74158e-8,0.000038814855,0.0000015725285,0.0000010045268,0.0075366064,0.9851324,0.001427081],"study_design_scores_gemma":[0.00010297996,0.0000016793082,0.007309356,0.000002393047,0.000011554713,8.2901437e-7,0.00048046676,0.000044286775,0.0000034929215,0.004892933,0.9870915,0.000058525427],"about_ca_topic_score_codex":0.028378896,"about_ca_topic_score_gemma":0.0054771164,"teacher_disagreement_score":0.4775588,"about_ca_system_score_codex":0.00001874486,"about_ca_system_score_gemma":0.000021235992,"threshold_uncertainty_score":0.9980499},"labels":[],"label_agreement":null},{"id":"W6924300150","doi":"10.15468/dl.mgpnwm","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set","score_opus":0.013756614644854885,"score_gpt":0.2073937020782717,"score_spread":0.19363708743341682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6924300150","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012636412,0.000012991548,0.0000013333685,0.00060643815,0.0017799925,0.00031903258,0.9951602,0.000121318095,0.0007350311],"genre_scores_gemma":[0.00004792524,0.000019812529,3.1407077e-7,0.0024785893,0.000016165635,0.000010657426,0.99742633,2.0760465e-8,2.0595735e-7],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855995,0.000018373588,0.00035772612,0.00022780799,0.00056583236,0.00027029586],"domain_scores_gemma":[0.99882644,0.000010454307,0.0004734695,0.00044296993,0.00022104889,0.000025594632],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037312022,0.00025312768,0.00022150822,0.00017137517,0.00061223493,0.0004580134,0.00060189306,0.00019103283,0.084037006],"category_scores_gemma":[0.0001681816,0.00028499882,0.00014698048,0.0005654472,0.00009172668,0.0033151498,0.00062108174,0.00032221095,0.18994251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025515208,0.00007179378,0.0018247883,0.00025389838,0.00001964609,0.000001600411,0.000020048074,0.000011035278,3.817393e-9,0.0000019132838,0.99684685,0.0009229087],"study_design_scores_gemma":[0.00021884951,0.000007244,0.00034179966,0.0000012196884,0.00005607397,9.212895e-7,0.0003107706,2.3055634e-7,8.169123e-8,0.000008982253,0.9987505,0.00030331162],"about_ca_topic_score_codex":0.003917352,"about_ca_topic_score_gemma":0.000029623976,"teacher_disagreement_score":0.1059055,"about_ca_system_score_codex":0.00027861135,"about_ca_system_score_gemma":0.0001007721,"threshold_uncertainty_score":0.99996024},"labels":[],"label_agreement":null},{"id":"W6980423265","doi":"","title":"Canada rolls out unbundled cable packages","year":2016,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Service (business); Theme (computing); Service provider; Postal service; Legislation","score_opus":0.010096138772198261,"score_gpt":0.2211845836682154,"score_spread":0.21108844489601714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980423265","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057594886,0.00019086896,0.0032708554,0.0014845568,0.004026692,0.0007732728,0.0004978378,0.0003618798,0.9888181],"genre_scores_gemma":[0.03289538,0.000068671645,0.00029614847,0.0022623553,0.006446575,0.000103023915,0.00097400934,0.0006334425,0.9563204],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966462,0.00008417539,0.0006727678,0.0010546863,0.0006149169,0.00092720747],"domain_scores_gemma":[0.99800485,0.00021456827,0.0008002107,0.00080763275,0.00006879993,0.00010390871],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021109187,0.0008585586,0.00080369134,0.00073474477,0.000060428985,0.00043281473,0.0013754232,0.00019236245,0.044474613],"category_scores_gemma":[0.00014298847,0.00072483276,0.0003185565,0.000112624584,0.0002646831,0.00034661774,0.0007914042,0.0005637648,0.011383793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006780315,0.000120293436,0.0018675501,0.00029134288,0.0003632783,0.00009702904,0.0002755856,0.0000017906157,0.000028283004,0.0071907444,0.9891047,0.00059160986],"study_design_scores_gemma":[0.00067686854,0.000028139202,0.000952541,0.0011457052,0.00010403534,0.0000055439223,0.00006704725,0.00024334094,0.00006460471,0.0053065023,0.9904974,0.0009082438],"about_ca_topic_score_codex":0.95575726,"about_ca_topic_score_gemma":0.97521377,"teacher_disagreement_score":0.03309082,"about_ca_system_score_codex":0.00014122759,"about_ca_system_score_gemma":0.00043205873,"threshold_uncertainty_score":0.9995203},"labels":[],"label_agreement":null},{"id":"W6980771390","doi":"","title":"Contrôles lithologiques et structuraux sur la nature, le style et la géométrie des zones aurifères de la Zone 5 du complexe minier LaRonde, Abitibi, Québec.","year":2022,"lang":"fr","type":"dissertation","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pyrite; Mesozoic; Sedimentary rock; Evaporite","score_opus":0.03437686525686181,"score_gpt":0.3245651977075315,"score_spread":0.2901883324506697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980771390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5326119,0.0044820462,0.0037813277,0.0030715538,0.002406562,0.00090852915,0.0004731737,0.00035731136,0.4519076],"genre_scores_gemma":[0.9371615,0.00046364055,0.0076180035,0.00091340404,0.00094486156,0.00033341962,0.004371155,0.000101521044,0.04809248],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914463,0.003640285,0.0010393439,0.0013152076,0.0018100776,0.00074875593],"domain_scores_gemma":[0.9872908,0.008972503,0.00093070295,0.00042281466,0.0021966274,0.00018652489],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.010579589,0.0008930596,0.0006860383,0.00097135035,0.0023815553,0.005671017,0.0010006778,0.0021490774,0.00017578232],"category_scores_gemma":[0.022795314,0.000979833,0.0005664025,0.0013437717,0.0037707416,0.006406223,0.00038602602,0.0034608636,0.000050376242],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003401181,0.0018445731,0.022209542,0.0011720727,0.00041435874,0.00052263483,0.0032231666,0.006317826,0.0017384656,0.93989676,0.019942522,0.002377971],"study_design_scores_gemma":[0.0013601397,0.00003610864,0.21854554,0.0010669398,0.00017095153,0.0007082303,0.0017082749,0.0013018562,0.00079417933,0.058005493,0.7150935,0.001208778],"about_ca_topic_score_codex":0.016322369,"about_ca_topic_score_gemma":0.0077982903,"teacher_disagreement_score":0.88189125,"about_ca_system_score_codex":0.0023599467,"about_ca_system_score_gemma":0.017376902,"threshold_uncertainty_score":0.9992652},"labels":[],"label_agreement":null},{"id":"W6981033937","doi":"","title":"Des panneaux d'isolation sous vide à haut rendement thermique sont mis à l'essai dans l'Arctique canadien","year":2011,"lang":"fr","type":"article","venue":"NPARC","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sous vide; Arctic; The arctic; Vacuum insulated panel","score_opus":0.02791877000148961,"score_gpt":0.22042664082876492,"score_spread":0.19250787082727533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981033937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64734405,0.0014875042,0.0070193475,0.015404553,0.002799433,0.0007795537,0.000020165735,0.0001710054,0.3249744],"genre_scores_gemma":[0.9855371,0.00026637674,0.0030072934,0.0012707325,0.0016057811,0.00009834413,0.0000686438,0.00006219461,0.008083547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978748,0.000099802455,0.0004988568,0.00048258735,0.00026009447,0.000783881],"domain_scores_gemma":[0.9987348,0.000039773862,0.00034141302,0.00044772465,0.00032163662,0.0001146643],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008930238,0.0003379103,0.00027436716,0.00017374818,0.0005057453,0.00024760776,0.0003367005,0.00025076407,0.0043988805],"category_scores_gemma":[0.00026726272,0.0003638978,0.00013755131,0.00035949855,0.00021669829,0.001572763,0.000091571215,0.00029160132,0.00042993427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016985081,0.0023438379,0.44797033,0.0020295852,0.0005556239,0.00017225937,0.056719884,0.00015883273,0.0035681594,0.25226837,0.10288558,0.13115768],"study_design_scores_gemma":[0.0010614254,0.00015944685,0.38738018,0.00091412006,0.0005016693,0.000021344926,0.0137234675,0.007641363,0.002046744,0.26115444,0.3240099,0.0013859273],"about_ca_topic_score_codex":0.09056513,"about_ca_topic_score_gemma":0.057209436,"teacher_disagreement_score":0.33819303,"about_ca_system_score_codex":0.00048400718,"about_ca_system_score_gemma":0.00026666396,"threshold_uncertainty_score":0.9998813},"labels":[],"label_agreement":null},{"id":"W6981234604","doi":"","title":"Double Zero Bifurcation with Huygens Symmetry","year":2013,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Equivariant map; Symmetry (geometry); Phase portrait; Bifurcation; Eigenvalues and eigenvectors; Pitchfork bifurcation; Bifurcation diagram; Saddle-node bifurcation; Transcritical bifurcation","score_opus":0.013283813164821003,"score_gpt":0.18998750123206698,"score_spread":0.17670368806724598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981234604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96602356,0.00002908303,0.0010840532,0.008308511,0.00012130268,0.00023661094,6.669603e-7,0.000052548534,0.024143642],"genre_scores_gemma":[0.9976346,0.0000077340665,0.00021279679,0.00021121914,0.00020922958,4.7784397e-7,0.000018723968,0.000007248605,0.0016979552],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99953115,0.000007384082,0.00006296492,0.00012028716,0.0001493225,0.00012888019],"domain_scores_gemma":[0.9994015,0.000017902703,0.00014624934,0.00024413211,0.00018047246,0.000009749978],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016008732,0.000073461255,0.00009123222,0.00010925251,0.0002458172,0.00005674275,0.00027559447,0.000039512077,0.00049153046],"category_scores_gemma":[0.0000066351486,0.00006113524,0.00004502257,0.00041720973,0.00009456274,0.0010349897,0.00008183109,0.00007230416,0.0008528691],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008007533,0.001266463,0.18183975,0.0009806829,0.00063490577,0.000019075223,0.00874346,0.00043487476,0.03340425,0.409791,0.3319571,0.0301277],"study_design_scores_gemma":[0.0011411494,0.000030368394,0.9379972,0.000030762225,0.00015084707,0.000001623041,0.010203392,0.00074566534,0.00009456056,0.0091666905,0.040189784,0.0002479644],"about_ca_topic_score_codex":0.009304096,"about_ca_topic_score_gemma":0.00015221273,"teacher_disagreement_score":0.75615746,"about_ca_system_score_codex":0.000018301405,"about_ca_system_score_gemma":0.000019460524,"threshold_uncertainty_score":0.9999251},"labels":[],"label_agreement":null},{"id":"W6986225476","doi":"","title":"Onnistuneella metsänuudistamisella isoveli Kanadassa: metsänuudistaminen Pohjois-Amerikan koillisosissa ja Ontariossa","year":2016,"lang":"fi","type":"other","venue":"Jukuri (Natural Resources Institute Finland (Luke))","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Christian ministry; Government (linguistics); Work (physics)","score_opus":0.010406619138479475,"score_gpt":0.23244905280840328,"score_spread":0.2220424336699238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986225476","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06817549,0.013918386,0.0002692333,0.010269325,0.015553622,0.0023370285,0.00053999864,0.00052294636,0.88841397],"genre_scores_gemma":[0.24160124,0.0020949794,0.0003960854,0.0027521146,0.014560069,0.00014784816,0.0016670921,0.0006545469,0.736126],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98994803,0.00019962944,0.002218601,0.00289308,0.0022682357,0.0024724067],"domain_scores_gemma":[0.99357396,0.0003624363,0.0027394202,0.0022758092,0.0006770756,0.00037128344],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0011642249,0.002718181,0.002601429,0.0015339537,0.0017880545,0.002167518,0.0026725035,0.0017917149,0.016079346],"category_scores_gemma":[0.00083167886,0.0022129093,0.0012891253,0.0013587235,0.0014754527,0.0022079349,0.0011207046,0.0021998654,0.013536252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072901644,0.0014345425,0.021380333,0.0035145083,0.003290345,0.00058824796,0.002184343,0.00006786849,0.00016430888,0.018216237,0.8793252,0.06910503],"study_design_scores_gemma":[0.0026105684,0.000079766774,0.02001556,0.001677772,0.0010712921,0.00002643479,0.00052085635,0.00015191214,0.000031477794,0.0006105075,0.97008854,0.0031152975],"about_ca_topic_score_codex":0.028918695,"about_ca_topic_score_gemma":0.023425316,"teacher_disagreement_score":0.17342576,"about_ca_system_score_codex":0.00096995675,"about_ca_system_score_gemma":0.00062556064,"threshold_uncertainty_score":0.9995115},"labels":[],"label_agreement":null},{"id":"W6987466602","doi":"","title":"A survey of doctoral theses accepted by universities in the UK and Ireland for studies related to tourism, 1990-1999","year":2002,"lang":"en","type":"article","venue":"UWE Research Repository (UWE Bristol)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Subject (documents); Northern ireland; Positivism; Index (typography)","score_opus":0.10003603953353248,"score_gpt":0.34267788722602255,"score_spread":0.2426418476924901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987466602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879263,0.0038485988,0.0000058201026,0.0018522964,0.00017867441,0.00062615477,0.000012907663,0.00002355341,0.0055257035],"genre_scores_gemma":[0.9973179,0.00014248848,0.000017045753,0.000087735454,0.00016790077,0.000045011297,0.000026159174,0.000014820416,0.0021809468],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99834436,0.0002393477,0.00031140842,0.00029935836,0.00046037027,0.00034514067],"domain_scores_gemma":[0.99825054,0.00082229363,0.00012552745,0.00027922526,0.0004980466,0.000024368168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020941026,0.00013550592,0.0002488586,0.00037599046,0.0004439307,0.00023842226,0.00034614085,0.000086288856,0.000028463763],"category_scores_gemma":[0.00059917953,0.0001082476,0.00004735447,0.00088055007,0.00027089904,0.00047249495,0.00014916719,0.00022646965,0.000012439799],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042275497,0.00076232955,0.3254033,0.00080272503,0.00029689723,0.00008954658,0.017899612,0.000029455172,0.000694244,0.0034567593,0.6427331,0.0074093007],"study_design_scores_gemma":[0.0017057201,0.0003067814,0.8612244,0.00033686426,0.00007071625,0.00000911729,0.043710526,0.0011125446,0.00035522185,0.0013960048,0.08920805,0.00056402263],"about_ca_topic_score_codex":0.033575654,"about_ca_topic_score_gemma":0.0013238981,"teacher_disagreement_score":0.55352503,"about_ca_system_score_codex":0.00011446311,"about_ca_system_score_gemma":0.000041800544,"threshold_uncertainty_score":0.97285986},"labels":[],"label_agreement":null},{"id":"W6989906128","doi":"","title":"CHR Reports Compendium 2009","year":2009,"lang":"en","type":"article","venue":"Cornell Peter and Stephanie Nolan School of Hotel Administration (Cornell University)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Compendium; Hospitality; Center (category theory); Agency (philosophy)","score_opus":0.020817429303386956,"score_gpt":0.1940406556506388,"score_spread":0.17322322634725185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989906128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9586418,0.00006517139,0.0013498269,0.000016183238,0.00029975237,0.00023194315,0.0000052401706,0.00008634239,0.039303742],"genre_scores_gemma":[0.9980311,0.000028387542,0.00008616389,0.00048070782,0.00043786372,4.497056e-7,0.000081032995,0.000011526914,0.0008428121],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987749,0.000020193907,0.0003623203,0.00044918995,0.00015085346,0.00024256109],"domain_scores_gemma":[0.9989512,0.000024888224,0.00040364094,0.00034962018,0.00019799145,0.00007267257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021663654,0.00021959272,0.00026282415,0.00027672815,0.00011098479,0.00019455994,0.00018693246,0.00011937283,0.00035489738],"category_scores_gemma":[0.000058105248,0.00024321332,0.00010134798,0.0003870866,0.000071943214,0.0012269847,0.000047252488,0.00016693851,0.00010729274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005018099,0.00083653076,0.9856661,0.00021404779,0.00007420814,0.000740978,0.0001300212,0.00014027447,0.0016709347,0.0012348241,0.008439996,0.0003502669],"study_design_scores_gemma":[0.00055848504,0.00015380375,0.9897725,0.000034269575,0.00008232443,0.000026543228,0.00025903614,0.000056823912,0.00035718878,0.007209975,0.0011876522,0.0003014271],"about_ca_topic_score_codex":0.000063082785,"about_ca_topic_score_gemma":0.00006306729,"teacher_disagreement_score":0.039389256,"about_ca_system_score_codex":0.00003342729,"about_ca_system_score_gemma":0.000081464845,"threshold_uncertainty_score":0.9917951},"labels":[],"label_agreement":null},{"id":"W6992460732","doi":"","title":"Les facteurs de satisfaction au travail chez les guides du Musée canadien des civilisations","year":2005,"lang":"fr","type":"dissertation","venue":"Le dépôt institutionnel (Université du Québec à Trois-Rivières)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk factor; Qualitative research; Identity (music); Affect (linguistics)","score_opus":0.01379929185181874,"score_gpt":0.20265803017919337,"score_spread":0.18885873832737463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992460732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97021043,0.001264304,0.008409367,0.006843516,0.00171001,0.00071710575,0.000085026426,0.00030464676,0.010455582],"genre_scores_gemma":[0.9867426,0.00049120723,0.00041588125,0.00023985912,0.0031128612,0.00006220484,0.0014407688,0.00009908044,0.007395522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966273,0.00015000638,0.0007600032,0.00091791316,0.0005320499,0.0010127464],"domain_scores_gemma":[0.9973591,0.00015611127,0.0008595774,0.000517853,0.0009102042,0.00019713084],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000596414,0.0008460205,0.00064152625,0.0010216966,0.005425961,0.0005701896,0.00070716866,0.000732214,0.0018973033],"category_scores_gemma":[0.0005764986,0.0010343599,0.00047235744,0.0009913883,0.0009375063,0.0043267854,0.0001165823,0.00070905045,0.00047976387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012178532,0.00051325845,0.8260183,0.0008437394,0.0003821859,0.00006402812,0.05734945,0.017480984,0.00018962161,0.0532581,0.0020668372,0.04171175],"study_design_scores_gemma":[0.001143975,0.000045588306,0.8817629,0.00050789246,0.0006534777,0.000030355133,0.07277021,0.0067283213,0.00005918425,0.00029675633,0.03499326,0.0010080852],"about_ca_topic_score_codex":0.9878068,"about_ca_topic_score_gemma":0.99738085,"teacher_disagreement_score":0.055744637,"about_ca_system_score_codex":0.0043146964,"about_ca_system_score_gemma":0.0024903014,"threshold_uncertainty_score":0.99950755},"labels":[],"label_agreement":null},{"id":"W6997367391","doi":"","title":"Xenia Hotels &amp;amp; Resorts Reports Fourth Quarter And Full Year 2017 Results, And Provides 2018 Guidance","year":2018,"lang":"en","type":"other","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Tourism; Work (physics)","score_opus":0.02087728346416183,"score_gpt":0.25069860622216794,"score_spread":0.2298213227580061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997367391","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009149268,0.0008938309,0.00053649256,0.0025914167,0.0016405904,0.0008065736,0.000017857228,0.000347131,0.98401684],"genre_scores_gemma":[0.006428528,0.0002360916,0.005054008,0.00064606604,0.00788652,0.000035943274,0.0002789136,0.0002474925,0.9791864],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821687,0.000016560105,0.00045910542,0.00073432375,0.00026529602,0.0003078684],"domain_scores_gemma":[0.9983369,0.000023063121,0.00072053034,0.0007800333,0.00010529556,0.000034150875],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005907661,0.00034150315,0.00034330718,0.0002781469,0.00014141524,0.000547329,0.00013045754,0.00030787152,0.0016376238],"category_scores_gemma":[0.0002346821,0.0002974258,0.00005173367,0.00013422898,0.00019186168,0.0005032727,0.00014225405,0.00012635185,0.0013381187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030948428,0.000039154595,0.0025804485,0.00026769598,0.000036493875,0.000013185618,0.000079625344,7.5661816e-8,0.000007242177,0.00016580551,0.9960593,0.0007199965],"study_design_scores_gemma":[0.0002614442,0.000011918663,0.00451935,0.00029494165,0.00005734676,0.000014464511,0.000043123873,0.0000067499877,0.0000011774031,0.0018760021,0.99250025,0.00041321787],"about_ca_topic_score_codex":0.003503156,"about_ca_topic_score_gemma":0.005637287,"teacher_disagreement_score":0.0062459293,"about_ca_system_score_codex":0.0000150644855,"about_ca_system_score_gemma":0.000037678485,"threshold_uncertainty_score":0.9999478},"labels":[],"label_agreement":null},{"id":"W7000485727","doi":"","title":"Exploring the Factors Affecting Destination and Institutional Choice of Educational Tourists of Emerging Economies: The Case of Nigerian Students in North Cyprus","year":2019,"lang":"en","type":"dissertation","venue":"Eastern Mediterranean University Institutional Repository (Eastern Mediterranean University)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Higher education; Institution; Qualitative research; Destinations; Educational institution; Study abroad","score_opus":0.03840612400906418,"score_gpt":0.2428749757913502,"score_spread":0.20446885178228602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000485727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99101603,0.00008001091,0.000039804483,0.00014089554,0.00393449,0.0006388214,0.00004785022,0.000017564314,0.004084556],"genre_scores_gemma":[0.9973469,0.000031568674,0.000019117086,0.000015936996,0.00083585305,0.0000015302252,0.0005233234,0.000021492582,0.0012042708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997741,0.00014610929,0.0006476365,0.0005201806,0.0006635857,0.0002815137],"domain_scores_gemma":[0.99721503,0.00049669447,0.0013700038,0.00039710154,0.00046499752,0.000056183428],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040483908,0.00040468483,0.00052790565,0.0012651592,0.00073395885,0.000083541054,0.00089126045,0.00017323058,0.00003922966],"category_scores_gemma":[0.00023679933,0.00037743352,0.00021096363,0.0008452025,0.0005789316,0.002202747,0.00023763592,0.00049289374,0.000005857656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079052785,0.0006894558,0.94815403,0.003204386,0.0005343052,0.0005822513,0.03570669,0.0021549459,0.00019621743,0.0029485256,0.000040474202,0.0049982113],"study_design_scores_gemma":[0.0019716995,0.00007443074,0.91132414,0.0016071831,0.00044403807,0.000088858105,0.079295866,0.002482586,0.00014470902,0.000034996043,0.0019412661,0.00059019506],"about_ca_topic_score_codex":0.006623292,"about_ca_topic_score_gemma":0.007873003,"teacher_disagreement_score":0.043589175,"about_ca_system_score_codex":0.0003438929,"about_ca_system_score_gemma":0.0005101933,"threshold_uncertainty_score":0.9999917},"labels":[],"label_agreement":null},{"id":"W7001078849","doi":"","title":"Immigration and Workforce Diversity in the Canadian Hospitality and Tourism Sector: An Opportunity Not to be Missed","year":2023,"lang":"en","type":"article","venue":"Scholarworks (University of Massachusetts Amherst)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Diversity (politics); Immigration; Workforce; Hospitality; Workforce diversity; Multiculturalism; Hospitality management studies","score_opus":0.05931720261528747,"score_gpt":0.24343341131720173,"score_spread":0.18411620870191425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001078849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9622864,0.00001504035,0.000026955566,0.034958314,0.00011286132,0.00032232038,0.000015854148,0.00005209767,0.002210171],"genre_scores_gemma":[0.9968845,0.000020271975,0.00006896392,0.0026175594,0.00010594229,6.702716e-7,0.00009135391,0.000008651569,0.00020204132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889475,0.000075091215,0.000115653645,0.00032252198,0.0002983061,0.00029369676],"domain_scores_gemma":[0.99933636,0.00004931108,0.00010826621,0.0002872642,0.000101914025,0.0001168646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014007391,0.000142677,0.00016907776,0.00044630616,0.0010945626,0.0002575035,0.0003636559,0.00015987398,0.00006235078],"category_scores_gemma":[0.000094003524,0.00015619227,0.00004077987,0.0008837983,0.00011573959,0.0019134232,0.00024497253,0.00031493005,0.000014813778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020261784,0.00026312744,0.8782175,0.00019523011,0.00007828692,0.00021921871,0.04137099,0.00015242484,0.00012127782,0.0122375,0.043778684,0.023163104],"study_design_scores_gemma":[0.00039408047,0.000025203795,0.9452414,0.000029738649,0.00004107303,9.133447e-7,0.041868903,0.0007703727,0.000002331983,0.0014082865,0.009996833,0.00022085909],"about_ca_topic_score_codex":0.2428743,"about_ca_topic_score_gemma":0.39370307,"teacher_disagreement_score":0.15082876,"about_ca_system_score_codex":0.000090512,"about_ca_system_score_gemma":0.00007582396,"threshold_uncertainty_score":0.8418602},"labels":[],"label_agreement":null},{"id":"W7001517088","doi":"","title":"Kliendirahulolu Nordic Hotel Forumi näitel","year":2018,"lang":"et","type":"dissertation","venue":"DSpace repository (University of Tartu)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"","score_opus":0.006937949608319206,"score_gpt":0.1896031713589218,"score_spread":0.1826652217506026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001517088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9078579,0.00052599434,0.0002055785,0.0008519942,0.0046011326,0.0005448814,0.000021578195,0.00012662573,0.08526431],"genre_scores_gemma":[0.89840233,0.00019729699,0.00064525113,0.00012338314,0.0023615672,0.0000015104916,0.0011880385,0.000077545636,0.09700307],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975139,0.00005526621,0.0003822868,0.00080920133,0.00069205696,0.00054727093],"domain_scores_gemma":[0.9967105,0.00005411385,0.0014937647,0.00076848443,0.0008942002,0.00007895105],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035692583,0.0005081955,0.00067872205,0.00055305124,0.0012563816,0.0002453635,0.0008043871,0.0006478129,0.0007749862],"category_scores_gemma":[0.00007075466,0.0006981446,0.0004965085,0.00070037093,0.00030638312,0.0019136802,0.00021716983,0.00043263365,0.0011205492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024099636,0.0038115806,0.15789849,0.013655422,0.0027443785,0.00075581175,0.037706982,0.00008518063,0.009373811,0.0041471394,0.7555106,0.011900633],"study_design_scores_gemma":[0.002182427,0.00027370985,0.2811151,0.0020060346,0.0020674716,0.000015223469,0.10518509,0.0013589128,0.001476418,0.0007343288,0.60126656,0.0023187106],"about_ca_topic_score_codex":0.011071566,"about_ca_topic_score_gemma":0.0019232334,"teacher_disagreement_score":0.15424407,"about_ca_system_score_codex":0.00017248579,"about_ca_system_score_gemma":0.00029594652,"threshold_uncertainty_score":0.9996572},"labels":[],"label_agreement":null},{"id":"W7001676063","doi":"","title":"A laser-ultrasonic inspection system for large structures fabricated by automated fiber placement","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Barrel (horology); Cantilever; Head (geology); Metre; Laser; Fuselage; Automated X-ray inspection; Composite number","score_opus":0.015003086632593837,"score_gpt":0.2268075575681281,"score_spread":0.21180447093553426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001676063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94232315,0.000025617419,0.001967458,0.0003196788,0.0009781019,0.00088024634,0.000040717478,0.0026288293,0.050836183],"genre_scores_gemma":[0.99802715,0.0000011629091,0.00051144,0.00017743385,0.0005269124,0.00010957192,0.00021827122,0.00002287353,0.00040520335],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991716,0.0000093089875,0.00020228697,0.00022439846,0.00013462898,0.00025775825],"domain_scores_gemma":[0.999542,0.000014679514,0.00016053724,0.00015991121,0.00010882858,0.000014059294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019209766,0.00013094324,0.00012878244,0.00009588544,0.00022166247,0.00010531538,0.00012237104,0.00007717749,0.00047169198],"category_scores_gemma":[0.000031723644,0.000122009704,0.000052966257,0.00022756714,0.000014142981,0.00041293897,0.000028641913,0.00006218123,0.00026241495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001682417,0.00070767076,0.0052789855,0.0008252021,0.00019090803,0.0000036432314,0.000952795,0.000015193584,0.0044614607,0.046241757,0.93779254,0.003361597],"study_design_scores_gemma":[0.009430845,0.00026548095,0.09440817,0.00035361297,0.00067372725,0.00001266151,0.009076095,0.18499795,0.034383945,0.014210462,0.6497738,0.0024132952],"about_ca_topic_score_codex":0.000249946,"about_ca_topic_score_gemma":0.000018859346,"teacher_disagreement_score":0.2880188,"about_ca_system_score_codex":0.00007357543,"about_ca_system_score_gemma":0.000016453085,"threshold_uncertainty_score":0.51646966},"labels":[],"label_agreement":null},{"id":"W7002279110","doi":"","title":"Mutual recognition arrangements: impact on building regulators and CCMC","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mutual recognition; Field (mathematics); Information system; Automatic target recognition; Matching (statistics)","score_opus":0.02535358592198072,"score_gpt":0.24154480132610537,"score_spread":0.21619121540412464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002279110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9387064,0.000019484982,0.00003772278,0.0013624058,0.0002638012,0.000119121214,0.0000018865132,0.000065723405,0.059423435],"genre_scores_gemma":[0.99764645,0.000013519448,0.00022798376,0.0006799534,0.0011500423,0.000010082655,0.00001818538,0.000013603217,0.0002401641],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993879,0.0000068533413,0.0001180018,0.00017705062,0.00014370697,0.00016644456],"domain_scores_gemma":[0.9997342,0.000018658984,0.00007767566,0.000114300165,0.000041151874,0.000013975475],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015315668,0.00010587016,0.00008834268,0.0001395537,0.00013053235,0.00016947505,0.00005796461,0.000043897904,0.002131119],"category_scores_gemma":[0.000058654485,0.000094182855,0.000039460418,0.00017882654,0.000025488376,0.00067135884,0.000024953126,0.00007357461,0.00054238026],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011151622,0.00089575327,0.052452486,0.00024823702,0.0001518287,0.00001738306,0.0010181655,0.000026742635,0.005536242,0.020765912,0.25784963,0.6609261],"study_design_scores_gemma":[0.004436564,0.0003058806,0.48596147,0.0006480981,0.00028954056,0.000012607553,0.0014273061,0.022705523,0.0020565914,0.2883567,0.19173743,0.0020623172],"about_ca_topic_score_codex":0.000054549153,"about_ca_topic_score_gemma":0.0000028383936,"teacher_disagreement_score":0.6588638,"about_ca_system_score_codex":0.000028705601,"about_ca_system_score_gemma":0.0000023029747,"threshold_uncertainty_score":0.9987811},"labels":[],"label_agreement":null},{"id":"W7008361202","doi":"","title":"Bulgarian diaspora and the media treatment of Bulgaria in the French, Italian and North-American press (1992-2007)","year":2010,"lang":"fr","type":"other","venue":"OpenGrey (Institut de l'Information Scientifique et Technique)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diaspora; Bulgarian; Population; Deportation","score_opus":0.014484870058913798,"score_gpt":0.23963008115460163,"score_spread":0.22514521109568783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008361202","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29245508,0.0023527688,0.012830238,0.033014517,0.0053902185,0.04090118,0.000496942,0.00030145224,0.6122576],"genre_scores_gemma":[0.9652066,0.0038034816,0.0064029195,0.003350852,0.0014048803,0.0046268795,0.0015206204,0.00013777909,0.013545942],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764335,0.00019085812,0.00086268346,0.00038816212,0.00049172295,0.0004232461],"domain_scores_gemma":[0.99752885,0.00025606583,0.0011585309,0.0007446165,0.0002536632,0.0000582462],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0032752682,0.00046345388,0.0005702974,0.00045347543,0.0003715745,0.0015039083,0.0006914176,0.0002971837,0.00040239154],"category_scores_gemma":[0.0006144882,0.00030533044,0.00011427858,0.00081592315,0.0016870862,0.0026459456,0.00019128901,0.00050003215,0.000057698922],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002006452,0.0011063421,0.04535551,0.002882886,0.00024223312,0.000035284214,0.121198095,0.00007137285,0.00004504986,0.2517541,0.052233994,0.5248745],"study_design_scores_gemma":[0.001092124,0.00002943016,0.07815805,0.0003794311,0.00012789087,0.00001092462,0.0018170637,0.00050106994,0.00008659038,0.00081473065,0.9165803,0.0004023956],"about_ca_topic_score_codex":0.0423176,"about_ca_topic_score_gemma":0.048701447,"teacher_disagreement_score":0.8643463,"about_ca_system_score_codex":0.000109575376,"about_ca_system_score_gemma":0.0002543448,"threshold_uncertainty_score":0.99993986},"labels":[],"label_agreement":null},{"id":"W7010481349","doi":"","title":"Increasing the employability of young persons : is the Portuguese Professional Traineeship Programme transferable to Malta?","year":2009,"lang":"en","type":"article","venue":"OAR@UM (University of Malta)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Tourism; Maltese; Portuguese; Employability; Recession; Work (physics); Automotive industry; Euros","score_opus":0.01863426709738112,"score_gpt":0.2176544031942789,"score_spread":0.19902013609689778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010481349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.947669,0.000040978684,0.00018412825,0.04448451,0.00014816984,0.00053692516,0.000009834511,0.000038455815,0.0068879756],"genre_scores_gemma":[0.997407,0.0000055381474,0.00040531022,0.00084005145,0.00018117946,0.0000012606323,0.00001434691,0.000007401014,0.0011379165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895036,0.00005541088,0.00016100326,0.00022644881,0.00033077676,0.0002759981],"domain_scores_gemma":[0.9992555,0.00007033662,0.00014467073,0.00031585386,0.00018429308,0.000029374181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011189074,0.00012824511,0.0001893551,0.00010486079,0.00043465418,0.000035167697,0.00045944957,0.00007127095,0.00046540485],"category_scores_gemma":[0.000093273564,0.000100257785,0.000151563,0.00054391334,0.00015818728,0.00053864485,0.00006342078,0.00018087037,0.000022202366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022555105,0.005443301,0.37951857,0.0015077739,0.00042244644,0.000046537105,0.103503846,0.00012679472,0.00559014,0.107999936,0.050618198,0.34296694],"study_design_scores_gemma":[0.000421731,0.000067303095,0.96304905,0.00008510551,0.00010174219,0.0000028362683,0.018746778,0.00029530938,0.00003145523,0.0022995016,0.014718081,0.00018109137],"about_ca_topic_score_codex":0.004910231,"about_ca_topic_score_gemma":0.0005126403,"teacher_disagreement_score":0.5835305,"about_ca_system_score_codex":0.00003129503,"about_ca_system_score_gemma":0.00007850886,"threshold_uncertainty_score":0.74228334},"labels":[],"label_agreement":null},{"id":"W7010517946","doi":"","title":"International Student’s Mobility and Tourism: Relations, Opportunities, and Insights for Canadian University Cities","year":2021,"lang":"en","type":"article","venue":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Destinations; Tourism; Prosperity; Population; Immigration","score_opus":0.034497181117435535,"score_gpt":0.2307505828792467,"score_spread":0.19625340176181116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010517946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98336905,0.00008770538,0.0003310591,0.0024229912,0.00008496204,0.0001258209,0.00007889313,0.000021008196,0.013478536],"genre_scores_gemma":[0.998368,0.0002591427,0.00051375735,0.000108566,0.00002963007,2.3053427e-7,0.00012323858,0.000004078433,0.0005933431],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99935603,0.00012784191,0.00011649101,0.00015110699,0.0001322193,0.000116331066],"domain_scores_gemma":[0.99906814,0.00022717477,0.0001431842,0.00017420502,0.00034170385,0.00004561992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038508666,0.000100934085,0.00020958908,0.00022934166,0.00055199966,0.000037896833,0.00023479032,0.00012331418,0.00012742392],"category_scores_gemma":[0.000120635545,0.00012307975,0.000057554797,0.00015593409,0.00048264643,0.0005416317,0.00036287337,0.00019795264,0.0000012606793],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002741935,0.0012296359,0.08058883,0.0005485278,0.0002712694,0.000578511,0.018788366,0.000057059377,0.00027553298,0.8680233,0.0041178972,0.025246877],"study_design_scores_gemma":[0.0011598308,0.000103055456,0.5650384,0.00007490135,0.00010104124,0.000015505648,0.20151103,0.00072884833,0.000008134579,0.010529269,0.22044674,0.0002832772],"about_ca_topic_score_codex":0.018488785,"about_ca_topic_score_gemma":0.026373731,"teacher_disagreement_score":0.85749406,"about_ca_system_score_codex":0.00004599781,"about_ca_system_score_gemma":0.00009442861,"threshold_uncertainty_score":0.99139243},"labels":[],"label_agreement":null},{"id":"W7010674334","doi":"","title":"Investigating the Effects of Pandemic Related Workplace Changes on the Wellbeing of Ontario’s Food Hospitality and Food Retail Employees","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Hospitality industry; Grounded theory; Food service; Affect (linguistics); Food safety","score_opus":0.07214784710623356,"score_gpt":0.2573712817701916,"score_spread":0.18522343466395802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010674334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972938,0.000068887275,0.000004227082,0.001443011,0.00030481222,0.00047958037,0.0000033383942,0.00012039301,0.00028197817],"genre_scores_gemma":[0.9985105,0.000028741071,0.0000029841485,0.0002654067,0.000097984506,0.0000035425671,0.000013330094,0.000024938361,0.001052579],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986626,0.00012688822,0.00025145794,0.00033288004,0.00033521518,0.00029094022],"domain_scores_gemma":[0.99846345,0.00049385,0.00046309718,0.00043176545,0.00011946915,0.000028374881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008850225,0.00022271484,0.00026525167,0.0002968811,0.00035981098,0.00017474391,0.0005269581,0.00014515464,0.0000067912415],"category_scores_gemma":[0.0003462712,0.00017097438,0.00008766802,0.00095913553,0.00023667708,0.00078786054,0.00037729423,0.00047284705,0.000018281857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013191737,0.00004506425,0.9946309,0.0003101606,0.00010665492,0.0000037510526,0.002394561,0.000008864995,0.00020927703,0.0018643638,0.0000024954077,0.00041076125],"study_design_scores_gemma":[0.0004363547,0.0001778632,0.99313784,0.0006231209,0.000121059595,8.640253e-7,0.0016246502,9.900313e-7,0.0006994527,0.0025225463,0.00046492895,0.0001903105],"about_ca_topic_score_codex":0.00031626297,"about_ca_topic_score_gemma":0.023113927,"teacher_disagreement_score":0.022797665,"about_ca_system_score_codex":0.00009218554,"about_ca_system_score_gemma":0.00007050502,"threshold_uncertainty_score":0.9947117},"labels":[],"label_agreement":null},{"id":"W7011065819","doi":"","title":"LGBTIQ+ Inclusion in the workplace and the Response of Foodservice Industry: A study on Vancouver Visitor Destination","year":2022,"lang":"en","type":"article","venue":"ScholarWorks@UMassAmherst (University of Massachusetts Amherst)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Diafiltration; Gestational period; TSG101; Dysgeusia; Hyporeflexia; Demotion; Fusible alloy","score_opus":0.01291578803563906,"score_gpt":0.21769397268922713,"score_spread":0.20477818465358807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011065819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98487836,0.000079562706,0.000048689435,0.011057364,0.00030434967,0.0009967297,0.0000054765,0.000032553897,0.002596916],"genre_scores_gemma":[0.9985909,0.0000042132083,0.00006445236,0.00090949115,0.0001198054,0.000009313519,0.000010006409,0.00001814525,0.00027371224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972248,0.0009324117,0.00027254503,0.00036980765,0.00095365266,0.00024676402],"domain_scores_gemma":[0.9980777,0.0007013204,0.00053834944,0.00051456114,0.00014858272,0.000019484009],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0067632054,0.00020272288,0.00029847847,0.00042350878,0.0015736572,0.00011461987,0.0010112276,0.00014632533,0.00016655603],"category_scores_gemma":[0.00032948394,0.00017397678,0.00009403157,0.0016191748,0.00022277769,0.0010740475,0.0015614856,0.0011600525,0.000006177419],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.039408166,0.008882095,0.6659842,0.00049616134,0.0004875796,0.00022528831,0.18230027,0.008124157,0.0004839393,0.0132438345,0.07007363,0.010290686],"study_design_scores_gemma":[0.009133109,0.00038842374,0.5838519,0.00013744646,0.00024255384,0.0000022113545,0.38167506,0.0016322708,0.000007060336,0.0028351678,0.019678626,0.0004162066],"about_ca_topic_score_codex":0.0021847792,"about_ca_topic_score_gemma":0.0011457856,"teacher_disagreement_score":0.1993748,"about_ca_system_score_codex":0.00017938869,"about_ca_system_score_gemma":0.000073339455,"threshold_uncertainty_score":0.9997262},"labels":[],"label_agreement":null},{"id":"W7014525555","doi":"","title":"Penguasaan kemahiran generik di kalangan graduan hospitaliti di politeknik : satu kajian berkenaan keperluan industri perhotelan, persepsi pensyarah dan pelajar","year":2007,"lang":"id","type":"other","venue":"UTHM Institutional Repository (Universiti Tun Hussein Onn Malaysia)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General education","score_opus":0.017132729428191558,"score_gpt":0.22049651410407867,"score_spread":0.20336378467588712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014525555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56043565,0.0012320167,0.00012945126,0.0013182625,0.0053148954,0.0013145998,0.00013742445,0.00044685055,0.4296708],"genre_scores_gemma":[0.79627496,0.00013997823,0.00019858511,0.0008495841,0.011836292,0.00003786737,0.0029773887,0.00044939903,0.18723594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908933,0.00029731,0.0014820078,0.0027179606,0.0023940003,0.002215432],"domain_scores_gemma":[0.99456894,0.00014919136,0.0018413678,0.001850774,0.0009641872,0.000625515],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0009428916,0.0021156606,0.0016377583,0.0032036882,0.003649245,0.0015484785,0.0019623572,0.0022038496,0.0050566928],"category_scores_gemma":[0.0001987831,0.0025549633,0.0012910059,0.002227794,0.0019004657,0.0032223652,0.0008047237,0.002441146,0.0024619608],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012160499,0.008944521,0.19494298,0.0064374357,0.0068665445,0.025865268,0.015718916,0.0037118741,0.002886708,0.59402907,0.13277417,0.0066064512],"study_design_scores_gemma":[0.0035337072,0.00036067213,0.10803915,0.0025070244,0.0021298921,0.00076919905,0.03256748,0.002947783,0.00020933428,0.00034545478,0.8412262,0.0053641116],"about_ca_topic_score_codex":0.00680685,"about_ca_topic_score_gemma":0.00024565548,"teacher_disagreement_score":0.70845205,"about_ca_system_score_codex":0.002124614,"about_ca_system_score_gemma":0.0015710199,"threshold_uncertainty_score":0.9998603},"labels":[],"label_agreement":null},{"id":"W7017513562","doi":"","title":"Auscultation topographique du pont Laviolette à Trois-Rivières","year":2023,"lang":"fr","type":"other","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Video recording; Speed measurement; Time lag","score_opus":0.00939840742872004,"score_gpt":0.2174374623548445,"score_spread":0.20803905492612448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017513562","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056267183,0.0013400625,0.0022078815,0.08614373,0.009897935,0.0015902425,0.000018098626,0.0019455543,0.8405893],"genre_scores_gemma":[0.10870398,0.0009432639,0.00035497127,0.0044865306,0.015598876,0.00019000121,0.00028571833,0.0007405976,0.86869603],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981461,0.0000355656,0.00046050578,0.000562599,0.00033288737,0.0004623305],"domain_scores_gemma":[0.9988712,0.00009699406,0.00039459957,0.0003534325,0.0002523074,0.00003146345],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043362842,0.00045210056,0.00038394344,0.0006575825,0.0002281676,0.0005587975,0.00030773995,0.0004363118,0.016070979],"category_scores_gemma":[0.00031387608,0.00042659722,0.0002849147,0.0008465248,0.00011165278,0.0009674897,0.000110028275,0.00028493276,0.01398815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016291837,0.0004217212,0.1246843,0.000866782,0.00028468,0.000039309325,0.00044858796,0.00005095352,0.000028159446,0.24977511,0.58880156,0.034582563],"study_design_scores_gemma":[0.0002925392,0.000011801868,0.22806817,0.00035865317,0.0001418997,7.9645463e-7,0.00035725895,0.00041590846,0.0000055818205,0.00297038,0.7668861,0.0004908776],"about_ca_topic_score_codex":0.032776643,"about_ca_topic_score_gemma":0.029235274,"teacher_disagreement_score":0.24680473,"about_ca_system_score_codex":0.00008355969,"about_ca_system_score_gemma":0.000038440234,"threshold_uncertainty_score":0.99981856},"labels":[],"label_agreement":null},{"id":"W7018620925","doi":"","title":"Economic efficiency for travelling students in Central Europe &amp; Canada","year":2018,"lang":"en","type":"dissertation","venue":"Electronic scientific archive of UrFU (Ural Federal University)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic efficiency; Government (linguistics); Productivity; Economic indicator; Work (physics); Data envelopment analysis","score_opus":0.007901998383654922,"score_gpt":0.21385854903764887,"score_spread":0.20595655065399393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018620925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98611915,0.000053856937,0.00018945629,0.00009380593,0.0025149786,0.000546706,0.000038267386,0.000020065254,0.010423696],"genre_scores_gemma":[0.9647998,0.000020989557,0.00007910521,0.000031730735,0.0004879364,0.0000023356577,0.0024445285,0.000028752282,0.032104816],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980204,0.00002250151,0.00031586256,0.0005924563,0.00031475138,0.00073400326],"domain_scores_gemma":[0.9991522,0.00004355645,0.0003910631,0.00022069369,0.0001611252,0.000031362753],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029168525,0.0002477891,0.0002984292,0.00064309227,0.0005416506,0.00027167736,0.0007755599,0.00007726223,0.00012639341],"category_scores_gemma":[0.000042869273,0.00028991653,0.0001263698,0.0005233571,0.00010165813,0.00045557212,0.00006865779,0.00023736169,0.000029528812],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008376778,0.0045383666,0.16858833,0.0068115424,0.0018342604,0.00014689562,0.02384226,0.008148147,0.008650161,0.47728488,0.26816157,0.023616828],"study_design_scores_gemma":[0.0028246762,0.0001343375,0.08057467,0.00055177143,0.0002028062,0.0000012165966,0.0048602964,0.0029248772,0.00079909223,0.007540126,0.8979963,0.0015898077],"about_ca_topic_score_codex":0.12112452,"about_ca_topic_score_gemma":0.8899444,"teacher_disagreement_score":0.76881987,"about_ca_system_score_codex":0.0005397461,"about_ca_system_score_gemma":0.0017803097,"threshold_uncertainty_score":0.9999553},"labels":[],"label_agreement":null},{"id":"W7019670133","doi":"","title":"A hospitable world? organising work and workers in hotels and tourist resorts","year":2017,"lang":"en","type":"article","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Tourism; Work (physics); Hospitality industry; Multiculturalism; Human geography; Space (punctuation); Embodied cognition; Industrial sociology","score_opus":0.013370762895234856,"score_gpt":0.23193660528614057,"score_spread":0.2185658423909057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019670133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9612906,0.00013477757,0.00003008228,0.0066118725,0.00024451577,0.00014550737,1.3748495e-7,0.00003832943,0.031504195],"genre_scores_gemma":[0.9958756,0.00001470256,0.0003475013,0.00041477315,0.00047269152,0.0000058054825,0.0000023773518,0.000014214756,0.0028523393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992962,0.000004935413,0.00014813832,0.00024281106,0.0000939235,0.00021401244],"domain_scores_gemma":[0.99953496,0.000024013032,0.00012481098,0.0002707204,0.000029366014,0.000016102022],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003511142,0.00011049675,0.00013566104,0.00015716946,0.00041530686,0.0013054432,0.00012196458,0.000044686032,0.00013254005],"category_scores_gemma":[0.0001338789,0.00010453836,0.000014140245,0.00018700394,0.00008419342,0.0014016237,0.00016737342,0.00009817705,0.000023820176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010595289,0.000030240764,0.9858451,0.000030720385,0.000004880332,0.000009344689,0.000101576356,8.915559e-7,0.000004664951,0.0024235172,0.004663959,0.0068745366],"study_design_scores_gemma":[0.00027254072,0.0000024245155,0.9810465,0.0000890513,0.000009651817,3.6310772e-7,0.0003597487,0.000028292226,0.000014132095,0.0043399143,0.0136784315,0.00015892943],"about_ca_topic_score_codex":0.0039812755,"about_ca_topic_score_gemma":0.0017484513,"teacher_disagreement_score":0.034585014,"about_ca_system_score_codex":0.000015145305,"about_ca_system_score_gemma":0.000012634854,"threshold_uncertainty_score":0.9997313},"labels":[],"label_agreement":null},{"id":"W7020540877","doi":"","title":"Mary Ellen Mark , Ward 81.\\nThe Image Centre, Toronto\\n(25.01.2023 — 1.04.2023)","year":2023,"lang":"ru","type":"article","venue":"Érudit (Université de Montréal)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Image (mathematics); Photography; Feature (linguistics); Shadow (psychology)","score_opus":0.00551821317100888,"score_gpt":0.16844678389826703,"score_spread":0.16292857072725817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020540877","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5289208,0.030327536,0.000106644366,0.15971525,0.0073556146,0.001730662,0.00028985445,0.0013940213,0.2701596],"genre_scores_gemma":[0.27493578,0.032038074,0.00040432406,0.002218892,0.0072755404,0.000032186235,0.0017236671,0.00032264553,0.6810489],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964222,0.00010152984,0.00048102552,0.0009678212,0.0007054316,0.0013220347],"domain_scores_gemma":[0.9979774,0.00016447535,0.0004910148,0.0009450246,0.0002555279,0.00016659162],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007492412,0.0006379321,0.0005947489,0.0004338268,0.0013783566,0.00034796807,0.0009166582,0.00042431886,0.007347495],"category_scores_gemma":[0.00013840951,0.00076164043,0.00046801392,0.0014323697,0.00014783649,0.002445771,0.0012337799,0.00040284888,0.018851295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018993547,0.00027808905,0.0029223384,0.00047520542,0.00034866566,0.0017066122,0.00092685956,0.000049199167,0.00016270357,0.0059108045,0.9667437,0.020285893],"study_design_scores_gemma":[0.0012892926,0.000030777595,0.029356163,0.00019482154,0.00045458646,0.000013514032,0.011656986,0.0028776922,0.00002110658,0.0015555633,0.95168906,0.0008604126],"about_ca_topic_score_codex":0.061659403,"about_ca_topic_score_gemma":0.081840664,"teacher_disagreement_score":0.4108893,"about_ca_system_score_codex":0.004795048,"about_ca_system_score_gemma":0.00009649223,"threshold_uncertainty_score":0.99992174},"labels":[],"label_agreement":null},{"id":"W7035940732","doi":"","title":"After Paris Conference Toronto 2015 - video 7 - Labour and Climate Change","year":2022,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Work (physics); Presentation (obstetrics); Public policy","score_opus":0.010824794600757179,"score_gpt":0.16548377029874176,"score_spread":0.1546589756979846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035940732","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004794879,0.00080318825,0.000008779247,0.0008485181,0.00046880337,0.0004551995,0.0013371169,0.0007289601,0.9905546],"genre_scores_gemma":[0.09268885,0.0015046765,0.00009925235,0.000815095,0.0013049416,0.000001382155,0.0018336463,0.0002524341,0.9014997],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985196,0.000030415093,0.00012195084,0.0006410409,0.00025226307,0.00043472278],"domain_scores_gemma":[0.99916536,0.000026028983,0.00030216627,0.00039763542,0.000025869886,0.00008291518],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036209884,0.00040334315,0.00036618186,0.00059111754,0.00031356237,0.00068466517,0.00064996834,0.00027873338,0.022479115],"category_scores_gemma":[0.0000051017223,0.0005215097,0.00014309153,0.00067293335,0.00016842417,0.007000232,0.0014053336,0.00025962316,0.00041512662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023920198,0.00021630047,0.04909095,0.000370545,0.00013541644,0.00043996115,0.00024855253,3.467696e-7,1.3026172e-7,0.09473955,0.8523848,0.0021342158],"study_design_scores_gemma":[0.0004928989,0.000023850325,0.0062631746,0.00012284452,0.00010402739,0.0000015110244,0.005082244,0.000006979043,1.1638121e-7,0.0001462687,0.9871553,0.00060074736],"about_ca_topic_score_codex":0.0035617864,"about_ca_topic_score_gemma":0.00092456903,"teacher_disagreement_score":0.13477051,"about_ca_system_score_codex":0.00013647715,"about_ca_system_score_gemma":0.00007628632,"threshold_uncertainty_score":0.9997237},"labels":[],"label_agreement":null},{"id":"W7036179443","doi":"","title":"Blue Jays, pitcher Happ agree to 3-year deal","year":2015,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Closing (real estate); Whip (tree); Falling (accident); Gloom","score_opus":0.016900248792021545,"score_gpt":0.2386774929520372,"score_spread":0.22177724416001565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036179443","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040343422,0.00014386972,0.0043698666,0.0008950211,0.002383165,0.0010984242,0.00026108528,0.0006037405,0.98621047],"genre_scores_gemma":[0.016826084,0.000020988862,0.0021217016,0.0024656102,0.008921456,0.00013287023,0.0017477924,0.00080353004,0.96695995],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964069,0.00008780252,0.0006910337,0.0012190923,0.0006947833,0.00090038707],"domain_scores_gemma":[0.9981732,0.000091045484,0.00056147174,0.00086240494,0.000121936566,0.00018999247],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003891726,0.00089573365,0.0008036822,0.001303821,0.00004432657,0.00056139077,0.0015987053,0.00026879786,0.014654208],"category_scores_gemma":[0.00016855563,0.00087489147,0.00034638293,0.00031282156,0.0002439634,0.0003403396,0.0013668467,0.00079416094,0.037520856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015375111,0.00023746707,0.0013404813,0.0002307362,0.00029198272,0.00006698266,0.0019304607,0.0000066241887,0.000026350759,0.008379284,0.98660135,0.0007345247],"study_design_scores_gemma":[0.0006727964,0.00009013441,0.0012300975,0.00089759013,0.00011373953,0.000008002659,0.00026936454,0.00042937632,0.000020151238,0.00517001,0.9901002,0.0009985394],"about_ca_topic_score_codex":0.059740845,"about_ca_topic_score_gemma":0.04795974,"teacher_disagreement_score":0.022866648,"about_ca_system_score_codex":0.00008195009,"about_ca_system_score_gemma":0.00012940035,"threshold_uncertainty_score":0.99937016},"labels":[],"label_agreement":null},{"id":"W7039596541","doi":"","title":"Measurement of the Higgs boson mass from the H â Î³Î³ and H â ZZ&lt;sup&gt;â&lt;/sup&gt;- 4â channels inpp collisions at center-of-mass energies of 7 and 8 TeV with the ATLAS detector","year":2014,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Nacional de Promoción Científica y Tecnológica; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; H. Lundbeck A/S; State Atomic Energy Corporation ROSATOM; Centre National pour la Recherche Scientifique et Technique; Georgian National Science Foundation; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Israel Science Foundation; Israeli Centers for Research Excellence; Joint Institute for Nuclear Research; Lundbeckfonden; Leverhulme Trust; General Secretariat for Research and Technology; Ministry of Education, Culture, Sports, Science and Technology; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Austrian Science Fund; Bundesministerium für Bildung und Forschung; National Science Council; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; U.S. Department of Energy; National Natural Science Foundation of China; Fundação de Amparo à Pesquisa do Estado de São Paulo; Bundesministerium für Wissenschaft und Forschung; Javna Agencija za Raziskovalno Dejavnost RS; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Ministerstwo Edukacji i Nauki; CERN; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Deutsche Forschungsgemeinschaft; European Commission; Comisión Nacional de Investigación Científica y Tecnológica; Danmarks Grundforskningsfond; TRIUMF; Alexander von Humboldt-Stiftung; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Department of Science and Technology, Ministry of Science and Technology, India; National Science Foundation; Türkiye Atom Enerjisi Kurumu","keywords":"Higgs boson; Large Hadron Collider; Atlas (anatomy); Invariant mass; Luminosity; Atlas detector; Boson; ATLAS experiment","score_opus":0.011690700265689436,"score_gpt":0.18244269338936164,"score_spread":0.1707519931236722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039596541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925522,0.00053776713,0.00007669355,0.0038780489,0.00013404888,0.0004693039,0.0005670868,0.000044692555,0.001740161],"genre_scores_gemma":[0.999006,0.00004291626,0.00008203201,0.00028526929,0.00034815812,0.000028967974,0.0000801785,0.000046241817,0.00008027175],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980024,0.00009643295,0.00047191334,0.00035060564,0.0007802383,0.00029841784],"domain_scores_gemma":[0.9984058,0.00029258322,0.0005078056,0.00055364287,0.00019567234,0.000044461176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005630063,0.00030115954,0.0003496838,0.000087387976,0.00034185665,0.0007183462,0.00059108273,0.00011221612,0.000054291664],"category_scores_gemma":[0.0004460024,0.00015942902,0.00012291134,0.0004638301,0.00036305856,0.00219751,0.00043543795,0.00021338555,0.000019166839],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034279385,0.0003127483,0.9826705,0.00036961678,0.00023645702,0.0000014045227,0.00037555548,0.00018898802,0.0043288646,0.0034433522,0.004931147,0.00279861],"study_design_scores_gemma":[0.0037560635,0.00033293798,0.32674283,0.0020196033,0.0005056743,0.000003636061,0.0014202717,0.0029815712,0.08189752,0.019471677,0.5596037,0.0012645299],"about_ca_topic_score_codex":0.00008202129,"about_ca_topic_score_gemma":0.000032756914,"teacher_disagreement_score":0.6559276,"about_ca_system_score_codex":0.000026182797,"about_ca_system_score_gemma":0.000058905127,"threshold_uncertainty_score":0.69270295},"labels":[],"label_agreement":null},{"id":"W7042712413","doi":"","title":"Progress Report: The Center at Fifteen","year":2007,"lang":"en","type":"article","venue":"Cornell Peter and Stephanie Nolan School of Hotel Administration (Cornell University)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Center (category theory); Quarter (Canadian coin); Research center; Citation","score_opus":0.023649400117932477,"score_gpt":0.2091516730392831,"score_spread":0.1855022729213506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042712413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.973633,0.000057049725,0.0011080966,0.000020318214,0.0003089681,0.00028654223,0.0000058746887,0.000054229196,0.024525939],"genre_scores_gemma":[0.9973538,0.000014974669,0.0000469032,0.00025304154,0.00047424683,8.9880507e-7,0.000081824604,0.000014613508,0.0017597047],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884146,0.000019559364,0.00034289664,0.0003735416,0.00016240051,0.00026011709],"domain_scores_gemma":[0.9989317,0.000052769952,0.00039599228,0.0003639564,0.00019843367,0.000057166897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045980036,0.0001859059,0.00017840751,0.00017153766,0.00017362557,0.00015273015,0.00025489667,0.000102029626,0.00024853955],"category_scores_gemma":[0.00005813349,0.00016144008,0.00009678794,0.0003413934,0.00016982092,0.00074219937,0.00013372852,0.00015151345,0.00011000453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027698625,0.00016624908,0.9971318,0.000079966565,0.00003549271,0.00026510173,0.000082407874,0.00000558538,0.00007849891,0.00019474079,0.0015637792,0.000119381475],"study_design_scores_gemma":[0.0006120183,0.000056009772,0.99300957,0.000024643938,0.00006644805,0.00004184917,0.00043557773,0.000019240173,0.00028569583,0.0009826063,0.004261082,0.00020525593],"about_ca_topic_score_codex":0.00004774498,"about_ca_topic_score_gemma":0.00033629328,"teacher_disagreement_score":0.02372081,"about_ca_system_score_codex":0.000050668154,"about_ca_system_score_gemma":0.000048000806,"threshold_uncertainty_score":0.65833354},"labels":[],"label_agreement":null},{"id":"W7042888172","doi":"","title":"Release: Paul J. Hill School of Business Students Finish Strong in Business Competition","year":2010,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Competition (biology); Business history; Business idea; Entrepreneurship; Business education; Government (linguistics)","score_opus":0.008084666906362916,"score_gpt":0.2047193982641347,"score_spread":0.1966347313577718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042888172","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23979197,0.00062009273,0.002071743,0.5640284,0.002667259,0.0015128491,0.00011388224,0.0003329884,0.18886085],"genre_scores_gemma":[0.069370344,0.0008129565,0.0008801905,0.000104287756,0.001461279,0.000002075238,0.00065223855,0.00027408218,0.92644256],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890906,0.000027354774,0.000041552372,0.00034863775,0.00044065385,0.0002327208],"domain_scores_gemma":[0.9982902,0.000020476744,0.000837091,0.00043564235,0.0003897719,0.000026832033],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028390522,0.00023970363,0.00047380547,0.00083670835,0.00007270813,0.000053869964,0.00059328694,0.0003853951,0.0004508482],"category_scores_gemma":[0.000111692796,0.0003147372,0.00008493415,0.001024486,0.00018350466,0.0005890596,0.00021090306,0.0003179792,0.0001704436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003356044,0.00021218513,0.022340203,0.00084844365,0.000049205846,0.000030541858,0.000031101386,0.000027212935,0.000024918994,0.0027420835,0.97308576,0.0005747585],"study_design_scores_gemma":[0.00078071613,0.0000061188134,0.11061456,0.000787358,0.00008639234,6.9187143e-7,0.0012088827,0.000032063563,0.0000011091752,0.000024572983,0.8861929,0.0002646334],"about_ca_topic_score_codex":0.0025564774,"about_ca_topic_score_gemma":0.007764386,"teacher_disagreement_score":0.7375817,"about_ca_system_score_codex":0.00005828265,"about_ca_system_score_gemma":0.000119844226,"threshold_uncertainty_score":0.99993044},"labels":[],"label_agreement":null},{"id":"W7043136390","doi":"","title":"The Role of Economics in Tourism Postgraduate Research: An Analysis of Doctoral Dissertations Completed between 2000–2010","year":2013,"lang":"en","type":"article","venue":"Griffith Research Online (Griffith University, Queensland, Australia)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Articular cartilage damage; Dysgeusia; Diafiltration; TSG101; Hyporeflexia; Pretext","score_opus":0.1902562928388282,"score_gpt":0.37020288107311294,"score_spread":0.17994658823428475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043136390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99435997,0.000029593866,0.000005867103,0.0036973904,0.00009105173,0.0007106919,0.00020618916,0.000027278656,0.0008719657],"genre_scores_gemma":[0.99644756,0.000082149716,0.00017207787,0.000012047506,0.00037604378,0.000006515046,0.0010566184,0.00002287597,0.001824089],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99687463,0.00040968976,0.00061922014,0.0005012091,0.0007119382,0.00088332617],"domain_scores_gemma":[0.99626493,0.0006752866,0.00033709235,0.0007312597,0.0018763789,0.00011506244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022538186,0.0002281172,0.000534927,0.0027189176,0.00060324435,0.00025986446,0.0011657446,0.00020690306,0.00019528405],"category_scores_gemma":[0.00027662347,0.00020326498,0.00018645434,0.0044982224,0.0007098365,0.001373309,0.00033348557,0.0009422487,0.00007208492],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017543958,0.0008304865,0.97309554,0.00007559966,0.0004844906,0.0000084350395,0.000942712,0.00090985216,0.00025156615,0.017671606,0.0025866325,0.0029676496],"study_design_scores_gemma":[0.0006137978,0.00009460388,0.969081,0.00004169148,0.00014635983,2.1855591e-7,0.012498476,0.005861712,0.000055331806,0.0051704324,0.0062160967,0.00022027535],"about_ca_topic_score_codex":0.18768634,"about_ca_topic_score_gemma":0.09757106,"teacher_disagreement_score":0.09011527,"about_ca_system_score_codex":0.00019037483,"about_ca_system_score_gemma":0.00024256954,"threshold_uncertainty_score":0.9188959},"labels":[],"label_agreement":null},{"id":"W7066392259","doi":"","title":"Implicaciones de la hospitalidad en la transversalidad del fenómeno turístico","year":2016,"lang":"es","type":"article","venue":"Americanae (AECID Library)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poison control; SciELO; Nova scotia","score_opus":0.0035845612062112295,"score_gpt":0.2149529130460665,"score_spread":0.21136835183985528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066392259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92937785,0.00061351905,0.0017971764,0.039364457,0.0005361171,0.00039275174,0.00005637246,0.00042807893,0.027433652],"genre_scores_gemma":[0.9905169,0.001307693,0.0008580253,0.0026593467,0.0021276874,0.00007740954,0.000059562186,0.0001620772,0.0022312878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972699,0.00026875833,0.0005463306,0.0007291847,0.00038004742,0.0008057665],"domain_scores_gemma":[0.9978961,0.00084143743,0.00041859935,0.0006486675,0.00006371077,0.0001314911],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042580743,0.0005489752,0.0005348178,0.00039039642,0.00026668937,0.00072829705,0.00078373414,0.000320378,0.0022392925],"category_scores_gemma":[0.00024381447,0.0004539201,0.00029771673,0.00093023997,0.00059376546,0.0042536054,0.00023251557,0.00029118644,0.0010412277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097534474,0.00066043227,0.692202,0.0002691049,0.0003076613,0.0001168128,0.0007065394,0.0000063376324,0.0009885479,0.11057379,0.07821313,0.11585815],"study_design_scores_gemma":[0.00077556906,0.00006403146,0.72569346,0.00022554152,0.00018328891,0.000006482939,0.00055744115,0.000035212513,0.0003301372,0.004596765,0.2668505,0.00068156817],"about_ca_topic_score_codex":0.009036372,"about_ca_topic_score_gemma":0.0000034802529,"teacher_disagreement_score":0.18863736,"about_ca_system_score_codex":0.00008243338,"about_ca_system_score_gemma":0.0002079178,"threshold_uncertainty_score":0.99979126},"labels":[],"label_agreement":null},{"id":"W7071789024","doi":"","title":"Travelations: Travel and Learning","year":2014,"lang":"en","type":"article","venue":"Arca (British Columbia Electronic Library Network)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Thompson Rivers University","keywords":"Feature (linguistics); Context (archaeology); Point (geometry); Perspective (graphical); Frame (networking); Identification (biology)","score_opus":0.003398005996242073,"score_gpt":0.15602763396060415,"score_spread":0.15262962796436208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071789024","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32428077,0.0018299392,0.00018095889,0.0030376439,0.0005633251,0.0005744822,0.000001687538,0.00060586433,0.66892534],"genre_scores_gemma":[0.9867394,0.000274398,0.00021951154,0.0020915105,0.0034936005,0.00004429498,0.00015175829,0.000053366537,0.006932183],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984943,0.00005777325,0.00026557306,0.0003740604,0.00015813876,0.0006501026],"domain_scores_gemma":[0.99954695,0.00010242976,0.00013723296,0.00015577469,0.000027271566,0.00003032137],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003786642,0.00012071653,0.00020323134,0.0000446536,0.00068270153,0.002148968,0.0001818648,0.000101333666,0.018063687],"category_scores_gemma":[0.00006911309,0.00021997973,0.00006261147,0.00047283387,0.00006877586,0.002556584,0.00009512121,0.00045675578,0.00007090028],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012206126,0.00014818273,0.11896184,0.000091408605,0.00005718662,0.0000063882926,0.0000728974,0.00026810935,0.0000012029569,0.61046356,0.14738695,0.12253005],"study_design_scores_gemma":[0.00045612743,0.000048176218,0.060552947,0.0000740929,0.000030520157,0.000013787547,0.00005977204,0.009048634,5.5767873e-7,0.57705593,0.35234973,0.00030975978],"about_ca_topic_score_codex":0.004060149,"about_ca_topic_score_gemma":0.0066992645,"teacher_disagreement_score":0.6624586,"about_ca_system_score_codex":0.000016984726,"about_ca_system_score_gemma":0.00006106584,"threshold_uncertainty_score":0.9988869},"labels":[],"label_agreement":null},{"id":"W7072312557","doi":"","title":"Work motivation, job satisfaction and turnover intention of middle level management at five star hotels in Kuala Lumpur / Nur Dalila Mohd Fisol","year":2013,"lang":"en","type":"other","venue":"UiTM Institutional Repositories (Universiti Teknologi MARA)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Salary; Hospitality industry; Work (physics); Kuala lumpur; Quarter (Canadian coin); Economic shortage; Job satisfaction; Tourism; Hotel industry","score_opus":0.02292253276954597,"score_gpt":0.20219263960234266,"score_spread":0.17927010683279668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072312557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7240523,0.00030426492,0.0007434985,0.00052543014,0.0027838724,0.0009936284,0.00005341944,0.00017846975,0.27036512],"genre_scores_gemma":[0.74583817,0.00015588287,0.0007155683,0.00008625711,0.0007770347,0.000034306893,0.00044395312,0.00006987052,0.25187895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984089,0.000030044836,0.00035544933,0.0005157684,0.0004218544,0.0002679555],"domain_scores_gemma":[0.9987101,0.000044432672,0.000715454,0.00029269728,0.0002134212,0.00002392417],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012698896,0.0003230591,0.00034451787,0.0008940039,0.00026122291,0.00012566149,0.0002023067,0.00040360316,0.00066699553],"category_scores_gemma":[0.0001068729,0.00035741704,0.000090673224,0.00064519397,0.0003301334,0.0011220027,0.00034065856,0.00023376355,0.00009294447],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002466274,0.00029458557,0.4160503,0.0016057168,0.00059366896,0.00015465822,0.0006228837,0.00024527565,0.00014424045,0.28054625,0.29543263,0.0040631737],"study_design_scores_gemma":[0.0008415049,0.000027699636,0.90764546,0.0009196509,0.00013914764,0.0000091748725,0.0017857007,0.00012296862,0.000019532881,0.0019473422,0.086033046,0.00050876255],"about_ca_topic_score_codex":0.0061247717,"about_ca_topic_score_gemma":0.0008925836,"teacher_disagreement_score":0.49159518,"about_ca_system_score_codex":0.00041849798,"about_ca_system_score_gemma":0.00005502507,"threshold_uncertainty_score":0.99988776},"labels":[],"label_agreement":null},{"id":"W7084177069","doi":"","title":"Association Between Public Transit Use and Happiness Across Four Canadian Cities: A Multilevel Analysis Using Longitudinal Data","year":2025,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Happiness; Public transport; Multilevel model; Educational attainment; Association (psychology); Public health; Population; Scale (ratio); Intervention (counseling)","score_opus":0.04772439141910212,"score_gpt":0.21388395272976105,"score_spread":0.16615956131065893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084177069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98978233,0.000014493879,0.004546014,0.004024734,0.000103014616,0.00014569616,0.000609249,0.000072454015,0.00070202403],"genre_scores_gemma":[0.9932713,0.000016847634,0.0010079704,0.00013925668,0.000091921414,1.8217655e-8,0.00079742214,0.000007728299,0.00466752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998937,0.00003427149,0.00011968045,0.0004093623,0.00017650935,0.00032318707],"domain_scores_gemma":[0.9990826,0.00010022249,0.00020928263,0.0003847616,0.00015915348,0.00006394218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021182008,0.00015167709,0.00031362037,0.0009902666,0.00074556645,0.00029793935,0.0006434304,0.00017802138,0.00020348108],"category_scores_gemma":[0.00004282046,0.00022209865,0.000107974054,0.0018287323,0.00012617331,0.010834743,0.0004904393,0.00015477093,0.000006365381],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020947728,0.000032973585,0.9932925,0.00010017258,0.0009762395,0.000023605833,0.0031582096,0.00003049443,0.0000044678445,0.00026228232,0.001372292,0.00072581583],"study_design_scores_gemma":[0.00061506603,0.000003686948,0.8994448,0.000043003958,0.0012343497,1.8792886e-7,0.071099274,0.005275773,0.0000017937841,0.00018962065,0.021854496,0.00023791182],"about_ca_topic_score_codex":0.3919045,"about_ca_topic_score_gemma":0.32740593,"teacher_disagreement_score":0.09384766,"about_ca_system_score_codex":0.00016384831,"about_ca_system_score_gemma":0.0003853749,"threshold_uncertainty_score":0.905692},"labels":[],"label_agreement":null},{"id":"W7099134652","doi":"","title":"Pimatisiwin: A Journal of Aboriginal and Indigenous Community Health 2(2)","year":2014,"lang":"en","type":"article","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Context (archaeology); Research ethics; The Internet; Class (philosophy); Ethical issues","score_opus":0.010740397183125158,"score_gpt":0.2686636056559182,"score_spread":0.25792320847279304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099134652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98638874,0.00007014225,0.002460003,0.001883889,0.00021411135,0.000058832586,2.2827747e-7,0.000015251984,0.008908824],"genre_scores_gemma":[0.9964756,0.000019773346,0.00072166737,0.0020659254,0.0006557342,6.872529e-7,0.0000031599977,0.0000048685984,0.00005263487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99951047,0.000032254327,0.00020036231,0.000039077655,0.00010998221,0.000107876665],"domain_scores_gemma":[0.9995024,0.0000345337,0.00024132757,0.000102162776,0.000106165506,0.000013390175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001185771,0.000054228138,0.00012435207,0.000103391656,0.00023458776,0.00012618335,0.000106542444,0.000020641904,0.000045936078],"category_scores_gemma":[0.00005172785,0.00004489838,0.000020599193,0.000113111564,0.000028912502,0.0005270398,0.000021173753,0.00015535139,0.000016576272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005286448,0.0011350483,0.49971747,0.001214055,0.00008102161,0.0000029866205,0.014260567,0.000020181122,0.0000511888,0.21314737,0.038769614,0.23154764],"study_design_scores_gemma":[0.00072301406,0.00013271872,0.76579994,0.000081768856,0.000021331547,0.000017010949,0.0030964476,0.0003133592,0.000011962911,0.026397578,0.20323366,0.00017119247],"about_ca_topic_score_codex":0.006301271,"about_ca_topic_score_gemma":0.000437787,"teacher_disagreement_score":0.2660825,"about_ca_system_score_codex":0.000014792241,"about_ca_system_score_gemma":0.000047913923,"threshold_uncertainty_score":0.9525678},"labels":[],"label_agreement":null},{"id":"W7104259010","doi":"10.25958/qnyt-yn46","title":"Understanding hotel employee career behaviour: Developing and testing an integrative model in the context of Ghanaian hotel industry","year":2025,"lang":"","type":"dissertation","venue":"Australasian Journal of Paramedicine","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Social exchange theory; Structural equation modeling; Context (archaeology); Hotel industry; Career development; Theory of planned behavior; Hospitality industry; Sample (material)","score_opus":0.13050143008009182,"score_gpt":0.32998517475987227,"score_spread":0.19948374467978044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104259010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99173534,0.00050558127,0.002380108,0.0028985352,0.0009297445,0.0005923053,0.000010988944,0.000008751171,0.00093866396],"genre_scores_gemma":[0.99744576,0.00012569073,0.00083216996,0.00051009614,0.0007507197,0.000009762342,0.00011945111,0.000039077073,0.00016727585],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99595606,0.00015080837,0.002092597,0.00043372894,0.00084541255,0.00052139617],"domain_scores_gemma":[0.9954028,0.00040450794,0.0027517665,0.00030501693,0.001050968,0.000084931635],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002180019,0.00063224975,0.0011767175,0.0014273674,0.0003086057,0.000327406,0.0007098299,0.0008159136,0.00002553447],"category_scores_gemma":[0.001309149,0.00048198045,0.00016308785,0.0015013815,0.00031496264,0.0016498762,0.000050505732,0.0030236058,8.896629e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039530155,0.00055472634,0.9118025,0.0020112908,0.00046414117,0.00028699747,0.066190615,0.0008238573,0.00015399772,0.005581343,0.0014456278,0.010289619],"study_design_scores_gemma":[0.0021347671,0.00042729257,0.4145169,0.017175809,0.001167685,0.00006522399,0.5541731,0.0025279208,0.00012466784,0.0070666997,0.000022862421,0.0005970847],"about_ca_topic_score_codex":0.001677042,"about_ca_topic_score_gemma":0.0016255263,"teacher_disagreement_score":0.49728557,"about_ca_system_score_codex":0.00033294517,"about_ca_system_score_gemma":0.0010777314,"threshold_uncertainty_score":0.9997632},"labels":[],"label_agreement":null},{"id":"W7104288173","doi":"10.25316/ir-20511","title":"Analysis of Yukon's tourism industry post-pandemic: tourism labour market needs","year":2025,"lang":"en","type":"dissertation","venue":"VIUSpace (Vancouver Island University Library)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Tourism; Government (linguistics); Sustainability; Competition (biology); Workforce development; Local government; Public policy; Intervention (counseling); Tourism geography","score_opus":0.005888681238623974,"score_gpt":0.19526557646360915,"score_spread":0.1893768952249852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104288173","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53219616,0.00011521889,0.000033340926,0.0007437594,0.0016002913,0.0002663641,0.00019149604,0.0001663045,0.46468705],"genre_scores_gemma":[0.36066586,0.00018980754,0.00006305096,0.0005160247,0.0007389401,0.0000021631129,0.0015744881,0.00004396097,0.6362057],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981271,0.0000556595,0.0003904523,0.00055491657,0.00044635095,0.0004255103],"domain_scores_gemma":[0.99812937,0.00010890804,0.0008104673,0.00058422773,0.00031529597,0.000051722953],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014702186,0.00050052395,0.0008614787,0.0037697295,0.00027795607,0.00021220338,0.00078042474,0.0012026244,0.003537574],"category_scores_gemma":[0.00007037654,0.0005544154,0.00053342665,0.0049271933,0.000051069455,0.0027681321,0.00023396127,0.0009241818,0.000023719142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032608898,0.00020294906,0.023489036,0.0005696693,0.001474468,0.000054876833,0.00057531265,0.00015577537,0.0000062974805,0.0013463756,0.9705901,0.0012090208],"study_design_scores_gemma":[0.001180883,0.00003101209,0.136305,0.00039293867,0.004635061,1.9632841e-7,0.021905886,0.00087812863,0.00006007146,0.0006685067,0.8328909,0.0010514063],"about_ca_topic_score_codex":0.004895757,"about_ca_topic_score_gemma":0.14029965,"teacher_disagreement_score":0.17153029,"about_ca_system_score_codex":0.00007953593,"about_ca_system_score_gemma":0.0004456118,"threshold_uncertainty_score":0.9996907},"labels":[],"label_agreement":null},{"id":"W7110265834","doi":"10.1108/qrde-06-2005-0015","title":"Author Biographical Data","year":2005,"lang":"en","type":"article","venue":"Quarterly review of distance education","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Excellence; Hospitality; Curriculum; Certification; Human resources; Work (physics); Higher education; Hospitality management studies","score_opus":0.02656517086409497,"score_gpt":0.30929756691973065,"score_spread":0.28273239605563566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110265834","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24670488,0.35032594,0.011131867,0.30086967,0.010003705,0.003995724,0.000109925524,0.00052680646,0.07633149],"genre_scores_gemma":[0.98776525,0.0018136837,0.0014085085,0.0040980414,0.0034586214,0.000057814308,0.0010061512,0.000017508111,0.00037443786],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989787,0.00001478909,0.0004090923,0.00026206498,0.00020369542,0.00013166812],"domain_scores_gemma":[0.99870014,0.000015615624,0.00032725203,0.00075494905,0.0001877575,0.0000143046655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005112055,0.000108140914,0.00018660133,0.000103872044,0.00006202003,0.00006685371,0.00042712118,0.000036183825,0.00031890947],"category_scores_gemma":[0.00006725553,0.000100835896,0.00006202442,0.0005693782,0.000047885773,0.0015804521,0.00002047918,0.000073248106,0.00027136927],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004350139,0.00064772356,0.004290397,0.0056463694,0.0000132948735,8.214729e-8,0.000115146984,6.553368e-8,0.000012073976,0.076721214,0.25581726,0.656732],"study_design_scores_gemma":[0.000058034486,0.000011154217,0.012235578,0.0019974795,0.000056473993,4.5665732e-7,0.00027298444,0.000080268495,0.000001426455,0.0022452578,0.9829064,0.00013447546],"about_ca_topic_score_codex":0.00010277842,"about_ca_topic_score_gemma":0.000059453156,"teacher_disagreement_score":0.7410604,"about_ca_system_score_codex":0.000018887951,"about_ca_system_score_gemma":0.00009581672,"threshold_uncertainty_score":0.41119683},"labels":[],"label_agreement":null},{"id":"W7110581186","doi":"","title":"Transició de l'aula al món laboral: la perspectiva de l'alumnat a la Universitat de Girona","year":2025,"lang":"ca","type":"dissertation","venue":"Universitat de Girona Digital Repository (Universitat de Girona)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Population; Cape verde","score_opus":0.003647996305786118,"score_gpt":0.20329560459619272,"score_spread":0.19964760829040662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110581186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.714938,0.0010429105,0.0024533197,0.003270432,0.0010371248,0.0009074577,0.00030749443,0.0005474632,0.2754958],"genre_scores_gemma":[0.8944102,0.00053132226,0.0012842031,0.0009090692,0.0008087788,0.000013219025,0.0017275063,0.0002767125,0.10003899],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99234855,0.0006380436,0.00078101334,0.002206902,0.0013061911,0.0027192808],"domain_scores_gemma":[0.9950477,0.0010685199,0.0010603355,0.0011649563,0.000955314,0.00070318504],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00088283536,0.0018055168,0.0013797986,0.0024687923,0.0023869209,0.0022156266,0.002356803,0.0019917698,0.00046544144],"category_scores_gemma":[0.0003243765,0.0025754918,0.0014164825,0.0022790974,0.00090895884,0.007268173,0.0005708103,0.0022605746,0.00028072135],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008346678,0.007352448,0.112105526,0.008232732,0.008263698,0.041665636,0.13823982,0.004595162,0.010340995,0.14805219,0.4978155,0.014989647],"study_design_scores_gemma":[0.008323668,0.00050312444,0.13913293,0.002851668,0.0060073347,0.0005760537,0.4701158,0.005363668,0.00046655207,0.009304722,0.35188323,0.0054712296],"about_ca_topic_score_codex":0.003270573,"about_ca_topic_score_gemma":0.00043576738,"teacher_disagreement_score":0.331876,"about_ca_system_score_codex":0.008767899,"about_ca_system_score_gemma":0.0050484897,"threshold_uncertainty_score":0.999469},"labels":[],"label_agreement":null},{"id":"W7112579965","doi":"","title":"Strategies for Sustaining Small Business Beyond 10 Years","year":2025,"lang":"","type":"article","venue":"ScholarWorks (Walden University)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Small business; Thematic analysis; Competitive advantage; Strategic planning; Face (sociological concept); Qualitative research; Key (lock); Sustainable business; Social business","score_opus":0.011727384475602757,"score_gpt":0.21630886622306617,"score_spread":0.2045814817474634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112579965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5725989,0.0022840286,0.03180461,0.014932163,0.0070321984,0.002588801,0.00003912005,0.00047266253,0.36824757],"genre_scores_gemma":[0.8879756,0.00024448216,0.0009062238,0.0009452194,0.0013364403,0.000007549238,0.00020312748,0.000061451,0.10831992],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768895,0.00005787898,0.0003961166,0.00081406074,0.00024526482,0.00079774647],"domain_scores_gemma":[0.997401,0.0001658414,0.0003781733,0.00056672667,0.0014353119,0.00005291853],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007236898,0.00043788223,0.00045407724,0.0016720468,0.0011811317,0.0028169604,0.0010127894,0.0005200332,0.0006512256],"category_scores_gemma":[0.0003121514,0.0006009404,0.00026455685,0.004324411,0.00021195038,0.0054492704,0.0005606616,0.0006177496,0.00019096037],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008436388,0.0007109405,0.010785117,0.0023644292,0.0007190824,0.00018749236,0.0010564334,0.0013489126,0.000056700817,0.8761501,0.05587284,0.04990435],"study_design_scores_gemma":[0.0020296639,0.000025455258,0.02703545,0.00058442424,0.00063866074,5.3899913e-7,0.03324691,0.00063967146,0.000008026441,0.019127486,0.91594505,0.00071865093],"about_ca_topic_score_codex":0.0006868094,"about_ca_topic_score_gemma":0.00046727512,"teacher_disagreement_score":0.8600722,"about_ca_system_score_codex":0.00029478603,"about_ca_system_score_gemma":0.0009690042,"threshold_uncertainty_score":0.9996442},"labels":[],"label_agreement":null},{"id":"W7113173240","doi":"","title":"СВІТОВИЙ ДОСВІД ІНКЛЮЗИВНОСТІ В ІНДУСТРІЇ ГОСТИННОСТІ","year":2025,"lang":"uk","type":"article","venue":"Scientific periodicals of Ukraine","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Agency (philosophy); Service (business); Corporate governance; Service provider; Accountability; Best practice; Corporate social responsibility","score_opus":0.010092173671351711,"score_gpt":0.258092461897542,"score_spread":0.24800028822619027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113173240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81793725,0.008235328,0.00050236133,0.034325648,0.01694579,0.0011437254,0.00011224621,0.00024202326,0.12055562],"genre_scores_gemma":[0.95160526,0.00012453173,0.00029210479,0.0014313245,0.001262582,0.00003837922,0.00027927576,0.00003888608,0.044927664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99514323,0.00008125449,0.0014115752,0.0012758601,0.0011111404,0.000976947],"domain_scores_gemma":[0.9965873,0.00014095209,0.0007105962,0.0014424756,0.0010207077,0.00009796814],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0031091457,0.0005362579,0.00085233396,0.0013443165,0.0013956237,0.002492962,0.001335572,0.0003864105,0.0054819896],"category_scores_gemma":[0.001694604,0.0005371386,0.00047566407,0.0037594612,0.002246705,0.0014141079,0.0007354654,0.00047471805,0.0018377657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002161485,0.003873461,0.016703295,0.005271549,0.00051149284,0.00004292947,0.0032828888,0.000057731755,0.010187825,0.13703033,0.7659769,0.056845445],"study_design_scores_gemma":[0.0011713044,0.000034655284,0.021415869,0.00092632265,0.0002631532,0.0000013435757,0.0012302605,0.001359535,0.0010722511,0.009746439,0.96215385,0.00062502665],"about_ca_topic_score_codex":0.0010960737,"about_ca_topic_score_gemma":0.00021988031,"teacher_disagreement_score":0.19617693,"about_ca_system_score_codex":0.00010457776,"about_ca_system_score_gemma":0.0009598179,"threshold_uncertainty_score":0.9999044},"labels":[],"label_agreement":null},{"id":"W7113623155","doi":"","title":"Strategic Planning Processes for Profitability and Sustainability of Small Restaurants in Alberta","year":2025,"lang":"","type":"article","venue":"ScholarWorks (Walden University)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Profitability index; Staffing; Sustainability; Strategic planning; Thematic analysis; Strategic human resource planning; Sustainability organizations; Service (business); Grounded theory","score_opus":0.01889943082230201,"score_gpt":0.24863815943479511,"score_spread":0.22973872861249311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113623155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98273057,0.00094117125,0.00082379655,0.004735949,0.00030298828,0.0018102016,0.000009138166,0.000026187772,0.00861998],"genre_scores_gemma":[0.9969465,0.00008323428,0.00012775983,0.000058591024,0.000097950615,0.00000794605,0.000028636481,0.000014681717,0.0026347097],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801195,0.00009407076,0.00049899495,0.0007542043,0.00013454443,0.00050625973],"domain_scores_gemma":[0.99740535,0.0005100245,0.0003749283,0.00041311182,0.0012592812,0.00003731847],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010749598,0.00030842965,0.00048213123,0.00097562006,0.00041942712,0.000372843,0.000475154,0.0003538424,0.00002168102],"category_scores_gemma":[0.0019173101,0.00037535708,0.00009804541,0.0028762626,0.00029194696,0.0023306394,0.00033222904,0.00048461024,0.0000013085371],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008326561,0.0006685783,0.92406607,0.013545765,0.000087316934,0.000012101559,0.0009212157,0.0004235698,0.0000068695945,0.05766318,0.000070011214,0.0017026612],"study_design_scores_gemma":[0.004799695,0.0001288214,0.78011566,0.0034090285,0.0005540913,6.7226176e-7,0.055911954,0.002423835,0.00006935582,0.13780943,0.013782747,0.0009947072],"about_ca_topic_score_codex":0.004161484,"about_ca_topic_score_gemma":0.004956685,"teacher_disagreement_score":0.1439504,"about_ca_system_score_codex":0.00027346966,"about_ca_system_score_gemma":0.0010662895,"threshold_uncertainty_score":0.9998698},"labels":[],"label_agreement":null},{"id":"W7115563232","doi":"10.4324/9781003490296-4","title":"Interdisciplinarity of Tourism Studies","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Discipline; Field (mathematics); Interdisciplinarity; Doctoral dissertation; Empirical research","score_opus":0.034345342217192265,"score_gpt":0.28866009286827704,"score_spread":0.2543147506510848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115563232","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044800615,0.0006277969,0.00007437921,0.0025722687,0.0012145495,0.00017810054,0.0000034120185,0.0000641683,0.9948173],"genre_scores_gemma":[0.026462765,0.00012523762,0.000110386216,0.0005750087,0.0016960171,0.0000069836688,0.000045518173,0.000018029781,0.9709601],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991668,0.0000014666824,0.00033934595,0.00022721605,0.00016071128,0.00010445635],"domain_scores_gemma":[0.99908257,0.000039327253,0.00029148336,0.00027779205,0.00030467327,0.0000041823505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018219998,0.00019765313,0.00037178432,0.00027632192,0.000075068725,0.000046627923,0.00019274381,0.0001585159,0.0008234081],"category_scores_gemma":[0.000057362464,0.00017409469,0.00015272711,0.00004643587,0.000090853086,0.00026820108,0.00044531483,0.00016636835,0.00020498128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056275385,0.000026204352,0.000079904894,0.00067273853,0.00014986671,0.0000028279833,0.00006458779,4.1785148e-7,5.0283563e-7,0.7630075,0.23066314,0.005326652],"study_design_scores_gemma":[0.00010351409,0.0000062354525,0.00030438,0.00047537187,0.00014728036,1.3094684e-7,0.00027935987,0.000015810629,0.000007692648,0.46832466,0.5301161,0.0002194526],"about_ca_topic_score_codex":0.00013000351,"about_ca_topic_score_gemma":0.00010690763,"teacher_disagreement_score":0.299453,"about_ca_system_score_codex":0.000031792537,"about_ca_system_score_gemma":0.000031784555,"threshold_uncertainty_score":0.90157413},"labels":[],"label_agreement":null},{"id":"W7115565807","doi":"10.59232/dsm-v2i4p102","title":"Integrating Artificial Intelligence in Undergraduate Tourism Education to Meet International Standards","year":2025,"lang":"","type":"article","venue":"DS Journal of Multidisciplinary","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Employability; Tourism; Curriculum; Software deployment; Human resources; International education; Digital transformation; Vietnamese; Intervention (counseling)","score_opus":0.015849676195528448,"score_gpt":0.335635119386379,"score_spread":0.31978544319085056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115565807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7781405,0.001593327,0.05958282,0.11138288,0.026953386,0.00078743475,0.00002387769,0.000028535904,0.021507224],"genre_scores_gemma":[0.9902365,0.00019044742,0.0048394324,0.0005807027,0.0037064026,0.000017314953,0.000017653088,0.00002952445,0.00038202928],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99603575,0.00010443426,0.0020769618,0.00043653214,0.00091013865,0.0004361522],"domain_scores_gemma":[0.9962771,0.00019365065,0.0011786916,0.00030135518,0.0019750628,0.00007413874],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029865939,0.00038591103,0.0005411288,0.002394608,0.0003237915,0.0007791456,0.0009084054,0.00020741373,0.0002384482],"category_scores_gemma":[0.0015012869,0.00038810843,0.00026613908,0.0017748154,0.00010835001,0.0021975318,0.0005383431,0.0006438261,0.00003900439],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012080595,0.0051272637,0.047276936,0.00070243765,0.00036488482,0.00014792934,0.006318218,0.0053208326,0.00096817716,0.16243505,0.03657178,0.7335584],"study_design_scores_gemma":[0.0014423273,0.00047914006,0.08125678,0.016048461,0.00048080884,0.000045394336,0.0838967,0.03922821,0.0018932482,0.7230295,0.050428372,0.0017710866],"about_ca_topic_score_codex":0.0005786257,"about_ca_topic_score_gemma":0.0008316025,"teacher_disagreement_score":0.7317873,"about_ca_system_score_codex":0.00092163845,"about_ca_system_score_gemma":0.00148357,"threshold_uncertainty_score":0.99985707},"labels":[],"label_agreement":null},{"id":"W7118125881","doi":"10.23977/aetp.2025.090618","title":"Exploring the Development of Competencies and Curriculum Reform for Culinary Majors in the Context of the Catering Industry's Digital-Intelligent Transformation","year":2025,"lang":"","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Curriculum; Context (archaeology); Modular design; Transformation (genetics); Focus (optics)","score_opus":0.03230872788293577,"score_gpt":0.3143687585501209,"score_spread":0.28206003066718516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118125881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93176615,0.00403588,0.00027013378,0.060278025,0.0010308078,0.0006399824,0.0000043502573,0.0000049921214,0.0019696865],"genre_scores_gemma":[0.99756855,0.0013830672,0.00019509735,0.00039436828,0.000050737908,0.0003611553,0.000012807143,0.0000043675204,0.000029877987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988636,0.000023117977,0.0006306474,0.00021485028,0.00008471536,0.00018307957],"domain_scores_gemma":[0.99923384,0.00016485943,0.00028029457,0.00020921891,0.00010753977,0.0000042584434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005242922,0.00013643625,0.000196047,0.00053931045,0.00028126073,0.000038657763,0.00038484184,0.00016557357,0.000005919651],"category_scores_gemma":[0.00012176829,0.00008779499,0.000031742045,0.0010754144,0.0007182123,0.00082401006,0.00008096238,0.0003506898,6.919319e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006683721,0.00060511986,0.14682049,0.00072106963,0.00004255387,1.462643e-7,0.012580969,0.000016927552,0.000033351054,0.60746944,0.000053541324,0.23158957],"study_design_scores_gemma":[0.0007100384,0.000053411397,0.47281262,0.00074347696,0.000040174018,0.000010079955,0.15010715,0.0000889749,0.00034774683,0.25085795,0.12401406,0.00021432554],"about_ca_topic_score_codex":0.00009729238,"about_ca_topic_score_gemma":0.00069301727,"teacher_disagreement_score":0.35661146,"about_ca_system_score_codex":0.000052171767,"about_ca_system_score_gemma":0.00011138228,"threshold_uncertainty_score":0.3580176},"labels":[],"label_agreement":null},{"id":"W7127783741","doi":"","title":"EXPECTATIONS AND ASSESSMENTS OF THE STUDENTS STUDYING AT ANATOLIAN HOTEL AND TOURISM VOCATIONAL HIGH SCHOOLS RELATED TO THEIR SCHOOLS","year":2009,"lang":"tr","type":"article","venue":"Muğla Sıtkı Koçman University Institutional Repository","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Vocational education; Vocational school; Quarter (Canadian coin)","score_opus":0.010959164270002054,"score_gpt":0.23905538009867955,"score_spread":0.2280962158286775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127783741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98469764,0.00022262929,0.000038277412,0.003938529,0.0007869408,0.00049942796,0.000021141645,0.00003561275,0.009759784],"genre_scores_gemma":[0.99660426,0.000037732887,0.00016491601,0.0002788591,0.00025847825,0.0000025403428,0.000043690186,0.000009400387,0.0026000943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820447,0.00006927874,0.000376212,0.00047776214,0.00063203176,0.00024021958],"domain_scores_gemma":[0.9988092,0.000047642177,0.00039087562,0.00029488537,0.0003723742,0.000084985295],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002593354,0.00025111347,0.00024257478,0.0003568245,0.0022469745,0.00025627678,0.0004698508,0.00016283066,0.000034264787],"category_scores_gemma":[0.000096075244,0.00024776705,0.00008648048,0.0006406806,0.00027398058,0.0013709123,0.0004685337,0.0003298045,0.000026265254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027423498,0.0010617666,0.69105184,0.00023113629,0.0006947753,0.00008713595,0.00478976,0.0003720805,0.0017357011,0.28746995,0.00958522,0.0026464246],"study_design_scores_gemma":[0.00095914357,0.000053203432,0.9824451,0.00035500634,0.00015806033,0.000014896156,0.010711779,0.00010280449,0.00012914471,0.001969361,0.002832501,0.000268983],"about_ca_topic_score_codex":0.000840476,"about_ca_topic_score_gemma":0.00003912407,"teacher_disagreement_score":0.2913933,"about_ca_system_score_codex":0.00036182065,"about_ca_system_score_gemma":0.00021398823,"threshold_uncertainty_score":0.99999744},"labels":[],"label_agreement":null},{"id":"W7135569232","doi":"","title":"Gender and involvement in creativity, a tourism and hospitality perspective","year":2025,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"International Olympic Committee; Inter-American Development Bank","keywords":"Perspective (graphical); Tourism; Hospitality; Context (archaeology); Qualitative research","score_opus":0.025275910907784457,"score_gpt":0.29108630598400304,"score_spread":0.26581039507621856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135569232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8877315,0.00006050739,0.000051526942,0.007068798,0.00006332202,0.0004363687,0.000004917155,0.00003935657,0.10454374],"genre_scores_gemma":[0.9969037,0.00014290871,0.000050731098,0.00015212064,0.0001246132,0.0000037609211,0.000015379777,0.000007882622,0.0025988845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985595,0.000080646736,0.00013846211,0.0004664362,0.00036160267,0.00039338355],"domain_scores_gemma":[0.9992644,0.000089333415,0.000058879097,0.00021009755,0.00033529729,0.000041945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009508464,0.00014461062,0.00019158286,0.00082415406,0.0003880077,0.0002010795,0.0001811656,0.00010417694,0.000100560166],"category_scores_gemma":[0.00017494957,0.00016241148,0.000040088817,0.00094920985,0.0003001196,0.0011364197,0.0006360617,0.0003811974,0.000011821368],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006509061,0.00040395564,0.44715628,0.0002258173,0.000069406866,0.0001992297,0.0010999553,0.0000023367265,0.000013015426,0.54266256,0.007352811,0.00074952777],"study_design_scores_gemma":[0.00083580357,0.000028679167,0.9037371,0.00007632197,0.000024964682,4.110532e-7,0.048775673,0.0000883685,0.000017027904,0.034445904,0.011767801,0.00020188895],"about_ca_topic_score_codex":0.029674297,"about_ca_topic_score_gemma":0.0005321494,"teacher_disagreement_score":0.5082167,"about_ca_system_score_codex":0.00019396635,"about_ca_system_score_gemma":0.00015196195,"threshold_uncertainty_score":0.9767872},"labels":[],"label_agreement":null},{"id":"W7135662832","doi":"","title":"From global to local: advancing PRME at the local and regional levels","year":2025,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Key (lock); Session (web analytics); Best practice; Sustainability; Regional development; Local Development","score_opus":0.02035253969040162,"score_gpt":0.2856114770248881,"score_spread":0.26525893733448647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135662832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8964329,0.00004037673,0.007174682,0.064512804,0.00022477552,0.00050265924,0.000039088503,0.00008392734,0.030988827],"genre_scores_gemma":[0.9908265,0.000017670716,0.00007897237,0.00093337207,0.00031731222,0.0000022321146,0.000057814017,0.000008200794,0.0077579278],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836063,0.00006175508,0.0001372873,0.00042059665,0.0005400867,0.0004796274],"domain_scores_gemma":[0.9991322,0.00013828994,0.000055002558,0.00030094731,0.0003078793,0.00006564489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059936,0.00013853618,0.00014973561,0.00022281671,0.00085293007,0.00015360917,0.00037902803,0.00009343846,0.00038427307],"category_scores_gemma":[0.00012020786,0.00012797434,0.000060033966,0.0010774065,0.00039443374,0.00069926074,0.00091963157,0.00027047223,0.00021211614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048467965,0.00032051757,0.10343584,0.00020916869,0.00022851607,0.0003964727,0.0006244275,0.00045712697,0.000056738645,0.21339263,0.64685255,0.033541333],"study_design_scores_gemma":[0.0006013825,0.000026155925,0.2812247,0.00013667863,0.000038542526,0.0000012007282,0.012603366,0.00033162124,0.000039955998,0.009225144,0.6955321,0.00023917576],"about_ca_topic_score_codex":0.024615118,"about_ca_topic_score_gemma":0.0017527669,"teacher_disagreement_score":0.20416749,"about_ca_system_score_codex":0.00033343147,"about_ca_system_score_gemma":0.00019890412,"threshold_uncertainty_score":0.98188007},"labels":[],"label_agreement":null},{"id":"W896710493","doi":"","title":"An analysis of postgraduate tourism education in Turkey.","year":2014,"lang":"en","type":"article","venue":"European Journal of Tourism Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Workforce; Context (archaeology); China; Vocational education; Inclusion (mineral); Destinations; Political science; Higher education; Economic growth; Sociology; Geography; Pedagogy; Social science","score_opus":0.03416198384949483,"score_gpt":0.3370986559448325,"score_spread":0.3029366720953377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W896710493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97283477,0.00011440268,0.00042226628,0.0024090176,0.00038237768,0.00010486655,7.730987e-7,0.000009526521,0.02372202],"genre_scores_gemma":[0.99630624,0.000033163524,0.0004680677,0.00017223007,0.0026183263,0.0000010771505,0.000016725613,0.000027078528,0.00035710077],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972201,0.00070225034,0.0007605622,0.00020748432,0.0007923061,0.00031732512],"domain_scores_gemma":[0.99769753,0.00012210644,0.0005589869,0.0003955664,0.0011707287,0.00005510789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010083932,0.00012453449,0.00033893142,0.0031714125,0.00011080449,0.00023830615,0.00069045584,0.000036719175,0.00016650376],"category_scores_gemma":[0.00073695666,0.00011181261,0.00017448468,0.0020609642,0.0000941961,0.0011284526,0.00009418976,0.00053262454,0.0000817372],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007906263,0.007974379,0.35669374,0.0006076041,0.0011981361,0.0005610969,0.0049968874,0.013171471,0.0075131045,0.02054785,0.12150724,0.46443784],"study_design_scores_gemma":[0.00065623375,0.00021309951,0.9529058,0.00015540885,0.00020201567,0.000004706891,0.0015639391,0.007917789,0.00017100933,0.0033204868,0.032668807,0.00022071645],"about_ca_topic_score_codex":0.0013471469,"about_ca_topic_score_gemma":0.00004701985,"teacher_disagreement_score":0.596212,"about_ca_system_score_codex":0.00005573869,"about_ca_system_score_gemma":0.00015932843,"threshold_uncertainty_score":0.45595858},"labels":[],"label_agreement":null}]}