{"meta":{"query_hash":"380110e6b9c8","filters":{"venue":"Journal of Hospitality & Leisure Marketing"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/380110e6b9c8","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Hospitality+%26+Leisure+Marketing"},"results":[{"id":"W1967414818","doi":"10.1300/j150v14n01_06","title":"The Internet and Small Hospitality Businesses: B&amp;B Marketing in Canada","year":2006,"lang":"en","type":"article","venue":"Journal of Hospitality & Leisure Marketing","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":41,"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 Calgary","funders":"","keywords":"Business; Marketing; Hospitality; Reservation; The Internet; Tourism; Hospitality industry; Customer base; Small business; Advertising; Computer science; World Wide Web","score_opus":0.00970430539928913,"score_gpt":0.2335631559325155,"score_spread":0.22385885053322638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967414818","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":[0.96211433,0.0015985727,0.000014779341,0.0038999633,0.0012839588,0.00020318637,0.0000056046497,0.00001981841,0.030859761],"genre_scores_gemma":[0.9979281,0.00028935593,0.00023099867,0.000059256403,0.0007630845,0.0000044279054,0.000001908367,0.000022601409,0.0007002856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948477,0.0019933179,0.0011970737,0.0002785563,0.00094942586,0.0007338962],"domain_scores_gemma":[0.9923668,0.005733903,0.0009732825,0.00019380971,0.00053077244,0.00020141974],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.025235131,0.00024174256,0.0004982145,0.00008291575,0.0005692375,0.0005405848,0.00055757625,0.00012636713,0.000017920054],"category_scores_gemma":[0.016198719,0.00019457136,0.00014339147,0.000485203,0.0003905839,0.00036438086,0.00014250948,0.0005661962,7.1248553e-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":[0.00018747336,0.000050741197,0.9612612,0.00006477332,0.000029804622,0.000051667528,0.00091347797,0.000006279856,0.0000072217294,0.0005278039,0.0025647979,0.034334715],"study_design_scores_gemma":[0.00032986043,0.00001968091,0.9525631,0.00038783133,0.00002403192,0.00000910898,0.015944598,0.000011279043,0.0000040998048,0.00097422005,0.02948113,0.00025104935],"about_ca_topic_score_codex":0.74290574,"about_ca_topic_score_gemma":0.9526012,"teacher_disagreement_score":0.20969544,"about_ca_system_score_codex":0.0008704493,"about_ca_system_score_gemma":0.0017735014,"threshold_uncertainty_score":0.99208826},"labels":[],"label_agreement":null},{"id":"W2001002732","doi":"10.1300/j150v15n04_02","title":"Entertainment Value: The Concept and Its Dimensions","year":2007,"lang":"en","type":"article","venue":"Journal of Hospitality & Leisure Marketing","topic":"Consumer Retail Behavior Studies","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":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Entertainment; Hospitality; Relevance (law); Value (mathematics); Construct (python library); Marketing; Conceptual model; Work (physics); Tourism; Business; Knowledge management; Advertising; Sociology; Computer science; Engineering; Political science","score_opus":0.013261231264702442,"score_gpt":0.2490903438754577,"score_spread":0.23582911261075526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001002732","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":[0.99030745,0.003535656,0.000056842517,0.002942694,0.0005995097,0.00019578089,9.903831e-7,0.000021241543,0.0023398073],"genre_scores_gemma":[0.99917877,0.000054507695,0.000077518685,0.00021417702,0.00038717696,0.0000015299042,6.7982785e-7,0.00001746686,0.00006818878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983035,0.00006686262,0.0006410009,0.00016281633,0.00050652254,0.0003193137],"domain_scores_gemma":[0.9983038,0.00044560106,0.00071950903,0.0001540817,0.00035070375,0.000026325079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059592384,0.00018633387,0.0003099281,0.00011498254,0.0003941275,0.00019532954,0.0002372679,0.00004758271,0.000047582085],"category_scores_gemma":[0.0008382562,0.00012362226,0.00016057462,0.00021014774,0.000102284714,0.0004918647,0.00031573448,0.00032169235,0.000006506734],"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":[0.00006980116,0.00006116689,0.9782403,0.000037921705,0.000099551246,0.00006250068,0.00016522597,0.0000019367167,0.00045464284,0.001624568,0.00047991652,0.01870247],"study_design_scores_gemma":[0.00046719378,0.000020845715,0.9805873,0.00014518636,0.000257741,0.000031692012,0.0022491352,0.000047157326,0.00004722062,0.00006453048,0.01591738,0.00016459322],"about_ca_topic_score_codex":0.000041929412,"about_ca_topic_score_gemma":0.000038285994,"teacher_disagreement_score":0.018537877,"about_ca_system_score_codex":0.000047860478,"about_ca_system_score_gemma":0.00001600488,"threshold_uncertainty_score":0.5041169},"labels":[],"label_agreement":null},{"id":"W2078266234","doi":"10.1080/10507050801951700","title":"Perception of the Authenticity of Atayal Woven Handicrafts in Wulai, Taiwan","year":2008,"lang":"en","type":"article","venue":"Journal of Hospitality & Leisure Marketing","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":45,"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":"Handicraft; Indigenous; Tourism; Perception; Ethnic group; Advertising; Geography; Marketing; Business; Sociology; Psychology; Anthropology; Archaeology","score_opus":0.021259164174076226,"score_gpt":0.299828824217669,"score_spread":0.27856966004359274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078266234","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":[0.98890275,0.00010014493,0.000014613226,0.001960663,0.00027837505,0.00017994619,0.000005738857,0.0000049386194,0.00855281],"genre_scores_gemma":[0.9991326,0.000080527934,0.00029703745,0.000008447771,0.00020590356,6.140966e-7,2.7143216e-7,0.000008007322,0.0002666453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960177,0.0013425739,0.000707733,0.00013148082,0.0014863797,0.00031411776],"domain_scores_gemma":[0.998047,0.00032548764,0.0008557136,0.00020301927,0.0004698695,0.00009888898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009326548,0.00010013519,0.00037156258,0.00016093413,0.00027303293,0.000028854223,0.00068853586,0.00010801241,0.00022450699],"category_scores_gemma":[0.0033676147,0.00007693284,0.00029606192,0.00043675935,0.0006956299,0.00035244972,0.0001637066,0.00043367108,0.0000018645716],"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":[0.00014590306,0.00021306404,0.98653084,0.000049097143,0.000037208036,0.000056469642,0.008658426,0.000023245155,0.0011463579,0.00011783618,0.000752585,0.0022689635],"study_design_scores_gemma":[0.00045288,0.00008615363,0.9818211,0.00024243532,0.0000212969,0.000007579016,0.016382365,0.0000205286,0.00022653418,0.00039960264,0.0002609174,0.00007860411],"about_ca_topic_score_codex":0.001960369,"about_ca_topic_score_gemma":0.00031181832,"teacher_disagreement_score":0.010229776,"about_ca_system_score_codex":0.0001981451,"about_ca_system_score_gemma":0.00042105952,"threshold_uncertainty_score":0.40315926},"labels":[],"label_agreement":null},{"id":"W4232176182","doi":"10.1300/j150v12n04_04","title":"Visitor Communities","year":2005,"lang":"en","type":"article","venue":"Journal of Hospitality & Leisure Marketing","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":10,"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":"Visitor pattern; Business; Marketing; Tourism; Advertising; Destinations; Geography; Computer science; Archaeology","score_opus":0.020981371839160788,"score_gpt":0.3314743728153666,"score_spread":0.31049300097620586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232176182","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":[0.8276501,0.00046588073,0.000022609021,0.011093887,0.00041537813,0.00009390485,0.0000020609564,0.000027967451,0.16022821],"genre_scores_gemma":[0.9936852,0.00023998714,0.0019942354,0.00007520267,0.0026794586,8.0092366e-7,4.3665094e-7,0.000013256239,0.001311423],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962336,0.001476004,0.0004863908,0.00008557374,0.001281978,0.00043645923],"domain_scores_gemma":[0.9974753,0.0010024455,0.0004389096,0.00020514066,0.00065112,0.0002270386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012933541,0.000114637805,0.0002914226,0.00016243607,0.00066782266,0.00032032694,0.00084000337,0.00009765317,0.0006348874],"category_scores_gemma":[0.0017506125,0.000107088825,0.0002257261,0.00021396417,0.00033359634,0.0009019698,0.00014855397,0.00058019056,0.000034577224],"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":[0.00044298804,0.0006321933,0.6753984,0.000089254616,0.0003460215,0.00039152926,0.026426079,0.00011566304,0.00020358538,0.005091258,0.09841077,0.19245228],"study_design_scores_gemma":[0.0012129124,0.00030628085,0.4288708,0.0004157331,0.00008813012,0.000030319947,0.180514,0.00008368391,0.00023718899,0.0015494257,0.38616064,0.0005309008],"about_ca_topic_score_codex":0.0006999134,"about_ca_topic_score_gemma":0.0005147034,"teacher_disagreement_score":0.28774986,"about_ca_system_score_codex":0.00024365667,"about_ca_system_score_gemma":0.00029143668,"threshold_uncertainty_score":0.6951572},"labels":[],"label_agreement":null}]}