{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"c7a31e3bfbd9","filters":{"venue":"ICHRIE Research Reports"}},"results":[{"id":"W4413882296","doi":"10.61701/450843.676","title":"The Two Faces of Airbnb Disruption: Licensed Accommodations Perspective on Contrasting Impacts on Community in Nova Scotia","year":2025,"lang":"en","type":"article","venue":"ICHRIE Research Reports","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Perspective (graphical); Business; Geography; Environmental science; Aeronautics; Computer science; Engineering; Archaeology","authors":[{"name":"M. Scott Matthews","is_ca":false},{"name":"Ioannis S. Pantelidis","is_ca":false},{"name":"Rodrigo Milano de Lucena","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1039561853066215,"gpt":0.4047048937248898,"spread":0.3007487084182683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005328717,0.0001243337,0.0001963683,0.0004863834,0.000742686,0.0003850257,0.0002864357,0.00005679492,0.00007899247],"category_scores_gemma":[0.005564867,0.000090669,0.00006034617,0.0009491899,0.0001814207,0.0005740126,0.0002368609,0.0008658939,0.00004681285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002274594,"about_ca_system_score_gemma":0.0001917974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02509692,"about_ca_topic_score_gemma":0.0275855,"domain_scores_codex":[0.9984509,0.00007769244,0.0004314935,0.00021768,0.0004358998,0.0003863774],"domain_scores_gemma":[0.9968058,0.001687489,0.0002408483,0.0005936294,0.0006551797,0.00001708409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009266764,0.001347127,0.5596725,0.0004835601,0.0002915419,0.0003088942,0.001861994,0.002747867,0.0008616265,0.3910451,0.01310134,0.02735172],"study_design_scores_gemma":[0.00127239,0.0001035036,0.8970774,0.001478172,0.00002450834,0.00001102283,0.01238276,0.00247637,0.001343505,0.07065871,0.01285293,0.0003187447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8098984,0.00008574709,0.00001498218,0.001884695,0.000204948,0.0004074107,0.000002036709,0.00003257807,0.1874692],"genre_scores_gemma":[0.999387,0.000008526812,0.00001012689,0.0002065297,0.0001474931,0.00001766411,0.00001436935,0.000009734585,0.0001985734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3374048,"threshold_uncertainty_score":0.9901586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388355623","doi":"10.61701/789881.21","title":"Do Hotels and Mixed-Use Projects Benefit Each Other? Evidence from China","year":2017,"lang":"en","type":"article","venue":"ICHRIE Research Reports","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Marriott International (Canada)","funders":"","keywords":"Apartment; Business; Marketing; Real estate; Product (mathematics); Service (business); Economic rent; Price premium; Originality; Occupancy; Unit (ring theory); Residence; Unit price; Finance; Economics; Willingness to pay; Engineering; Qualitative research","authors":[{"name":"Yun Zhang","is_ca":true},{"name":"Chun-Hung Tang","is_ca":false},{"name":"Yunzi Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2188979628168027,"gpt":0.3504807164894718,"spread":0.1315827536726691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00556208,0.0002109324,0.0004995879,0.0002856426,0.0009746519,0.002080204,0.0004818138,0.0001988119,0.000282477],"category_scores_gemma":[0.005573057,0.0002331681,0.00009951513,0.0001071518,0.0003448907,0.001470903,0.0005284676,0.0004633987,0.0002241669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020511,"about_ca_system_score_gemma":0.0001414717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01708633,"about_ca_topic_score_gemma":0.001123011,"domain_scores_codex":[0.9973118,0.00004644477,0.0007349874,0.001030326,0.0001721219,0.0007043652],"domain_scores_gemma":[0.9965909,0.0003564009,0.0006531504,0.001996404,0.0001320518,0.0002711102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005572266,0.00006466381,0.972959,0.00004773452,0.00006288075,0.000370881,0.0008550641,0.00000895773,0.00009150938,0.002250426,0.002441777,0.02079139],"study_design_scores_gemma":[0.0003026784,0.0001016681,0.8761519,0.0002570933,0.000006407791,0.00005892579,0.00004866556,0.0005627033,0.0007033143,0.06337956,0.05795719,0.0004699363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428111,0.002224051,0.00005650034,0.0006059837,0.000527638,0.0003977923,0.00004970505,0.00004313134,0.05328405],"genre_scores_gemma":[0.9943858,0.002682401,0.0005663084,0.0000194548,0.0003237994,0.00004702571,0.000005824503,0.00005550597,0.001913826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09680714,"threshold_uncertainty_score":0.9989557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410580465","doi":"10.61701/464312.98","title":"Rethinking Resident Perceptions of Tourism in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"ICHRIE Research Reports","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tourism; Perception; Geography; Media studies; Political science; History; Archaeology; Sociology; Psychology","authors":[{"name":"Jarrett R. Bachman","is_ca":false},{"name":"Erin Hodgins","is_ca":false},{"name":"Michael W. Lever","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06611060767501983,"gpt":0.3845801506110013,"spread":0.3184695429359814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01529221,0.00006562054,0.00024509,0.000364123,0.0009645904,0.0005314128,0.0005135164,0.0001421755,0.002023962],"category_scores_gemma":[0.01132222,0.0001145003,0.00006839253,0.002613534,0.0007188422,0.0002887344,0.0004467729,0.0007766786,0.00003526942],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267263,"about_ca_system_score_gemma":0.01093056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993972,"about_ca_topic_score_gemma":0.9998764,"domain_scores_codex":[0.9911593,0.0009636645,0.0005295051,0.0004839696,0.005662003,0.001201584],"domain_scores_gemma":[0.9969851,0.0008391672,0.0001164822,0.0005188282,0.001180245,0.0003601171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000004839575,0.00005998501,0.3284764,0.00005585705,0.00002168576,0.08114106,0.005111891,0.00003083284,0.0001697213,0.0002458619,0.5803036,0.004378232],"study_design_scores_gemma":[0.0002427342,0.00006228124,0.853892,0.0003988181,0.000004581911,0.00004599843,0.05035,0.00002415215,0.00005657801,0.0482981,0.04635614,0.0002686189],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9264836,0.0001232135,6.421711e-7,0.002667837,0.0002641562,0.0005475873,0.00001074553,0.00007250063,0.06982973],"genre_scores_gemma":[0.9627142,0.0005881119,0.00004798378,0.00001526038,0.0002213898,0.00005351136,0.000008111418,0.00002017313,0.03633126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5339475,"threshold_uncertainty_score":0.9988883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}