{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"8fb279580b9d","filters":{"venue":"International Journal of Geoheritage and Parks"}},"results":[{"id":"W4220746732","doi":"10.1016/j.ijgeop.2022.03.001","title":"Visitor satisfaction and behavioral intentions in nature-based tourism during the COVID-19 pandemic: A case study from Zhangjiajie National Forest Park, China","year":2022,"lang":"en","type":"article","venue":"International Journal of Geoheritage and Parks","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Visitor pattern; Tourism; National park; China; Pandemic; Destinations; Geography; Coronavirus disease 2019 (COVID-19); Natural resource; Recreation; Marketing; Socioeconomics; Psychology; Business; Political science; Medicine; Sociology","authors":[{"name":"Yuqing Cheng","is_ca":true},{"name":"Fangbing Hu","is_ca":true},{"name":"Jingxin Wang","is_ca":false},{"name":"Guibin Wang","is_ca":true},{"name":"John L. Innes","is_ca":true},{"name":"Yiping Xie","is_ca":true},{"name":"Guangyu Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04602187134645482,"gpt":0.3947914265256496,"spread":0.3487695551791948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006886094,0.0002902281,0.0003326036,0.0007885927,0.002580646,0.0008014471,0.0006010944,0.0005851279,0.001142229],"category_scores_gemma":[0.000958921,0.0002545286,0.0005207629,0.001076578,0.0008646881,0.0005620852,0.0008686131,0.0008931924,0.00007308508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002223241,"about_ca_system_score_gemma":0.001799304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1145236,"about_ca_topic_score_gemma":0.2059813,"domain_scores_codex":[0.9995996,0.0001190518,0.00002471397,0.00004657089,0.000059907,0.0001502111],"domain_scores_gemma":[0.9994277,0.000142492,0.0001204387,0.00002697702,0.00007568389,0.0002066626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004998226,0.0005151354,0.9215969,0.00007164935,0.00003637788,0.007972572,0.06302399,0.00009469131,0.0004344528,0.0002145128,0.0005078863,0.005481868],"study_design_scores_gemma":[0.000005565455,0.0002750532,0.860287,0.00003885193,0.0000297272,0.002315541,0.1353474,0.0005433396,0.0001411699,0.00005804744,0.0009309995,0.00002716102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996932,0.00003131716,0.00002109675,0.00005594751,0.00000135329,0.000007880595,0.00002058359,4.001547e-7,0.0001683078],"genre_scores_gemma":[0.9993935,0.0001129678,0.00007205371,0.00004879673,0.000002712353,0.00001513913,0.00005194301,0.000001024604,0.0003018577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1145236,"threshold_uncertainty_score":0.227714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3170038300","doi":"10.1016/j.ijgeop.2021.05.004","title":"National parks best practices: Lessons from a century's worth of national parks management","year":2021,"lang":"en","type":"article","venue":"International Journal of Geoheritage and Parks","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"National park; Recreation; Stakeholder; Environmental resource management; Political science; Corporate governance; Best practice; CLARITY; Environmental planning; Public relations; Public administration; Business; Geography","authors":[{"name":"Kalifi Ferretti-Gallon","is_ca":true},{"name":"Emma Griggs","is_ca":true},{"name":"Anil Shrestha","is_ca":true},{"name":"Guangyu Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1144137500799472,"gpt":0.2941549807283678,"spread":0.1797412306484206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01206795,0.0003124671,0.0005187031,0.001385666,0.006050028,0.01195251,0.001995003,0.002986362,0.003997868],"category_scores_gemma":[0.01526309,0.0003014739,0.0004176833,0.002105204,0.009605573,0.01436791,0.006711361,0.004644169,0.0003289999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01151887,"about_ca_system_score_gemma":0.02203243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03311259,"about_ca_topic_score_gemma":0.152475,"domain_scores_codex":[0.9938107,0.003675138,0.0002721988,0.0003957431,0.001113791,0.0007324382],"domain_scores_gemma":[0.9829341,0.008487905,0.0009152602,0.001495803,0.002857654,0.003309258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001090728,0.0003911576,0.01855536,0.001019062,0.00006273634,0.001149871,0.1381489,0.001107872,0.0003046117,0.1787219,0.09340555,0.5670239],"study_design_scores_gemma":[0.00001957658,0.00010213,0.01963834,0.00392627,0.00002463792,0.0005282444,0.3683938,0.0006513189,0.0002092371,0.136068,0.4703569,0.00008157212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1418133,0.05778649,0.007197748,0.699094,0.002165642,0.000105408,0.0001853861,0.0001088923,0.09154306],"genre_scores_gemma":[0.9057165,0.04628854,0.0149289,0.0192196,0.0004767224,0.0001140177,0.0001145,0.00007056471,0.01307061],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03311259,"threshold_uncertainty_score":0.08357573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3201643287","doi":"10.1016/j.ijgeop.2021.09.001","title":"Comparative study of the physiological and psychological effects of forest and urban auditory stimulus on humans","year":2021,"lang":"en","type":"article","venue":"International Journal of Geoheritage and Parks","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Meditation; Stimulus (psychology); Natural sounds; Feeling; Psychology; Audiology; Auditory stimuli; Sound (geography); Cognitive psychology; Perception; Social psychology; Medicine; Neuroscience; Acoustics; Geography","authors":[{"name":"Jiaqi Li","is_ca":true},{"name":"Guangyu Wang","is_ca":true},{"name":"Zhongjun Wang","is_ca":false},{"name":"William Yang Wang","is_ca":true},{"name":"Huijie Chen","is_ca":true},{"name":"Mei He","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03205294977074032,"gpt":0.3172985438051016,"spread":0.2852455940343613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001382159,0.0001562633,0.00009866153,0.0001858311,0.0001506715,0.0001951787,0.00006182163,0.0001679001,0.001751846],"category_scores_gemma":[0.0005923615,0.00005939556,0.0001254414,0.00007890489,0.0002803237,0.0001194422,0.0002063221,0.0001214726,0.0001187432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003853187,"about_ca_system_score_gemma":0.00004037082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002056083,"about_ca_topic_score_gemma":0.0003514143,"domain_scores_codex":[0.999913,0.00003605894,0.000003189499,0.00002084704,0.00001343709,0.00001347503],"domain_scores_gemma":[0.9998534,0.00006314925,0.00002351049,0.00001112386,0.00001815978,0.00003075701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00783277,0.001636936,0.2460696,0.00084534,0.0003854685,0.001657599,0.01165616,0.0005767776,0.6154296,0.0006366555,0.0007831862,0.1124899],"study_design_scores_gemma":[0.00004079471,0.003868422,0.9847446,0.00001658079,0.00005186102,0.001017581,0.002730248,0.0003676847,0.005964981,0.0001686666,0.001011811,0.00001680599],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998889,0.0001487723,0.0002299712,0.00001322592,0.000005775061,0.000005776382,0.00002739439,0.000002217977,0.0006778592],"genre_scores_gemma":[0.9993097,0.0001275664,0.0002492416,0.00002405297,0.00001092731,0.00000825102,0.00003346623,0.00000143358,0.0002354539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001751846,"threshold_uncertainty_score":0.005860507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385407593","doi":"10.1016/j.ijgeop.2023.07.003","title":"The effects and gender-related differences of guided forest therapy program on physiological and psychological health of graduating college students","year":2023,"lang":"en","type":"article","venue":"International Journal of Geoheritage and Parks","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Anxiety; Blood pressure; Mood; Clinical psychology; State-Trait Anxiety Inventory; Likert scale; Psychology; Graduation (instrument); Profile of mood states; Mental health; Medicine; Physical therapy; Internal medicine; Psychiatry; Developmental psychology","authors":[{"name":"Mei He","is_ca":true},{"name":"Ye Wen","is_ca":false},{"name":"Quan Qiu","is_ca":false},{"name":"Gonghan Sheng","is_ca":true},{"name":"Yawei Wei","is_ca":true},{"name":"Zhiling Wang","is_ca":true},{"name":"Yuan Hu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08276837943667262,"gpt":0.389454404136767,"spread":0.3066860247000944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002805799,0.0002126147,0.0002535375,0.0001729557,0.0002885798,0.0002131902,0.0001231201,0.0002158127,0.002022052],"category_scores_gemma":[0.0007920408,0.00007599363,0.0002637433,0.00008208126,0.0001876124,0.0001163705,0.000270384,0.0003232139,0.0001811849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000136028,"about_ca_system_score_gemma":0.0002055444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015662,"about_ca_topic_score_gemma":0.002036912,"domain_scores_codex":[0.9998459,0.00003757913,0.000009003109,0.00002734198,0.00002241719,0.00005768854],"domain_scores_gemma":[0.9995065,0.00007769552,0.00005646085,0.00002343459,0.00003719285,0.0002987793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01497587,0.05458444,0.6183933,0.0002878743,0.0002358264,0.0009190674,0.008006355,0.0003930947,0.07098691,0.0002428096,0.001078811,0.2298956],"study_design_scores_gemma":[0.00008055013,0.009856656,0.9864477,0.00001138568,0.00003932231,0.0000429497,0.00171406,0.0001391724,0.001254517,0.00003115472,0.0003732405,0.000009231036],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998038,0.0000284966,0.00001109357,0.00001289873,0.00000499379,0.000006073686,0.000007007463,0.000001124218,0.0001243807],"genre_scores_gemma":[0.999366,0.0000469583,0.00004909881,0.00002561724,0.00000700185,0.00001638821,0.00001680175,5.655853e-7,0.0004715495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002022052,"threshold_uncertainty_score":0.006764472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3212074096","doi":"10.1016/j.ijgeop.2021.11.001","title":"Mapping distribution and identifying gaps in protected area coverage of vulnerable clouded leopard (Neofelis nebulosa) in Nepal: Implications for conservation management","year":2021,"lang":"en","type":"article","venue":"International Journal of Geoheritage and Parks","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Geography; IUCN Red List; Habitat; Conservation status; Leopard; Poaching; Ecology; Distribution (mathematics); Deforestation (computer science); Wildlife corridor; Range (aeronautics); Habitat destruction; Land cover; Species distribution; Protected area; Environmental niche modelling; Land use; Wildlife; Ecological niche; Biology","authors":[{"name":"Anil Shrestha","is_ca":true},{"name":"Dilling Liang","is_ca":true},{"name":"Yeheng Qu","is_ca":true},{"name":"Yadav Ghimirey","is_ca":false},{"name":"Saroj Panthi","is_ca":false},{"name":"John L. Innes","is_ca":true},{"name":"Guangyu Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03327669639497358,"gpt":0.2844806531685848,"spread":0.2512039567736112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004958116,0.0003096218,0.0002122748,0.001385673,0.0003505004,0.001085857,0.000479675,0.0003386296,0.0007732298],"category_scores_gemma":[0.001604321,0.0001653146,0.000385699,0.0009009423,0.0002629992,0.0008993915,0.0006395451,0.0002695195,0.0001354091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005504972,"about_ca_system_score_gemma":0.0006567864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03436042,"about_ca_topic_score_gemma":0.06125394,"domain_scores_codex":[0.9998165,0.00005980781,0.00001055522,0.00005011088,0.00002056139,0.00004234349],"domain_scores_gemma":[0.9993047,0.0003733248,0.0001445279,0.0000424725,0.00008534332,0.00004971206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006863126,0.00009182512,0.9608812,0.00007293736,0.00009033996,0.0004537439,0.0006492473,0.01160252,0.001325074,0.0003691193,0.0004579021,0.02393741],"study_design_scores_gemma":[0.00001064028,0.00007257077,0.8598579,0.0001001643,0.00006267313,0.0003688718,0.003021942,0.1342935,0.0005416229,0.0005516785,0.001095532,0.00002306111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970219,0.0001655685,0.0010577,0.0001117823,0.000001978551,0.00001228513,0.0005240494,0.00002500561,0.001079756],"genre_scores_gemma":[0.9982962,0.00007278449,0.0009627952,0.00001399393,0.000001397705,0.000009757821,0.0005024815,0.000003436226,0.000137106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03436042,"threshold_uncertainty_score":0.06832081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}