{"meta":{"query_hash":"e79cafa60653","filters":{"venue":"Tourism Planning & Development"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"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/e79cafa60653","api":"https://metacan.xera.ac/api/v1/cohort?venue=Tourism+Planning+%26+Development"},"results":[{"id":"W1873894573","doi":"10.1080/21568316.2011.603888","title":"Tourism Economics and Policy","year":2011,"lang":"en","type":"article","venue":"Tourism Planning & Development","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":17,"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; Economics; Regional science; Political science; Sociology; Economy; Public economics; Economic history; Law","score_opus":0.06002257300594711,"score_gpt":0.3196968421365429,"score_spread":0.2596742691305958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1873894573","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023073182,0.13344057,0.0015515684,0.21867731,0.0044050873,0.000053434956,0.00058399205,0.000079629994,0.63890123],"genre_scores_gemma":[0.27119204,0.24376668,0.0025835882,0.039816447,0.009164427,0.00022648576,0.0010041259,0.00015117596,0.43209502],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982546,0.0007326535,0.00006371135,0.00021574246,0.00044661114,0.00028667657],"domain_scores_gemma":[0.9988617,0.00039458126,0.00010203609,0.00013200018,0.00026941727,0.0002402464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018562566,0.0005994519,0.0007741931,0.0010596713,0.0017720914,0.008346356,0.00051353336,0.0041736597,0.048447307],"category_scores_gemma":[0.0048725475,0.0003273052,0.00031120985,0.0028857465,0.00555897,0.0051240353,0.0022354885,0.0034743985,0.0073547154],"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":[0.00001857173,0.000022400118,0.000430462,0.00020743738,0.0000133250605,0.000046576188,0.00031220744,0.0006105558,0.00006773629,0.6285326,0.3224378,0.047300387],"study_design_scores_gemma":[0.000011220405,0.000016536113,0.0014830271,0.0008440683,0.0000056410217,0.00007786997,0.001037803,0.00025477124,0.000029487916,0.18744351,0.8087859,0.000010037103],"about_ca_topic_score_codex":0.012798432,"about_ca_topic_score_gemma":0.012321508,"teacher_disagreement_score":0.048447307,"about_ca_system_score_codex":0.006518097,"about_ca_system_score_gemma":0.009254761,"threshold_uncertainty_score":0.16207242},"labels":[],"label_agreement":null},{"id":"W2001044826","doi":"10.1080/21568316.2011.573910","title":"Tourism Entrepreneurship Research","year":2011,"lang":"en","type":"article","venue":"Tourism Planning & Development","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Entrepreneurship; Tourism; Business; Geography; Finance","score_opus":0.23642411581857897,"score_gpt":0.4034972021361697,"score_spread":0.1670730863175907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001044826","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25633717,0.1243965,0.006377023,0.038066976,0.0025284928,0.00018112747,0.00071746705,0.000059549606,0.5713357],"genre_scores_gemma":[0.8167143,0.11588325,0.003374963,0.0028820797,0.0011606724,0.000113848306,0.0006322195,0.000023289807,0.059215453],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881965,0.0005194381,0.000046721398,0.00019340529,0.0002054699,0.00021535339],"domain_scores_gemma":[0.9961671,0.0019782241,0.00030652308,0.00030444763,0.0005545971,0.00068913255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002657847,0.00020337869,0.00036772888,0.0027674958,0.0015375181,0.003839398,0.0005208786,0.0007460699,0.007737709],"category_scores_gemma":[0.0040500755,0.00011804497,0.0002539769,0.005474789,0.002406566,0.0026441792,0.0018319834,0.0012707991,0.0010851176],"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":[0.00010886727,0.00047266568,0.03503868,0.0015768945,0.00009366026,0.00077430165,0.013061634,0.0010280261,0.00064851047,0.50535184,0.04816361,0.39368132],"study_design_scores_gemma":[0.00002898316,0.00033333493,0.08351128,0.0037041581,0.00003488613,0.0015388174,0.039103407,0.0019364868,0.00120193,0.1323112,0.73625255,0.000042973163],"about_ca_topic_score_codex":0.0031683922,"about_ca_topic_score_gemma":0.004443291,"teacher_disagreement_score":0.007737709,"about_ca_system_score_codex":0.0018130057,"about_ca_system_score_gemma":0.0030897977,"threshold_uncertainty_score":0.025885165},"labels":[],"label_agreement":null},{"id":"W2809333739","doi":"10.1080/21568316.2018.1481453","title":"Is There a Strategic Interdependence Between the USA and Canada in the Tourism Sector? An Analysis Using Game Theory","year":2018,"lang":"en","type":"article","venue":"Tourism Planning & Development","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":6,"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; Order (exchange); Destinations; Competition (biology); Economics; Game theory; Product (mathematics); Gross domestic product; Error correction model; Econometrics; Economy; Regional science; Macroeconomics; Geography; Cointegration; Microeconomics; Mathematics; Finance","score_opus":0.08380318390382759,"score_gpt":0.3565471075004373,"score_spread":0.2727439235966097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809333739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.848837,0.0010933434,0.0050908187,0.0042515635,0.000029621,0.00009792533,0.00020726719,0.000012223268,0.14038026],"genre_scores_gemma":[0.99686,0.0003528581,0.0006676256,0.00013686968,0.0000021065216,0.000011108813,0.00003052429,0.000002442741,0.0019364222],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989108,0.0003472186,0.000018880604,0.00006593108,0.00019873648,0.00045839982],"domain_scores_gemma":[0.9988361,0.00047551625,0.00013313234,0.000022965754,0.00029652758,0.0002358105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091720594,0.00019548653,0.00026670282,0.0011442989,0.0023807655,0.0037686902,0.0005215431,0.00052174716,0.0029129898],"category_scores_gemma":[0.00241602,0.00016354953,0.00039660296,0.0014094542,0.001724758,0.0012741024,0.0010714178,0.0007178012,0.00009019331],"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":[0.00044927606,0.00024432284,0.20182317,0.00036384628,0.00033664898,0.0022588004,0.012426312,0.043128435,0.002738432,0.65534955,0.009331015,0.07155016],"study_design_scores_gemma":[0.00012859477,0.00035889368,0.39111775,0.0007800828,0.0007481449,0.0008759764,0.16018677,0.2403295,0.0019402774,0.118037336,0.0851411,0.00035562442],"about_ca_topic_score_codex":0.8716229,"about_ca_topic_score_gemma":0.9286303,"teacher_disagreement_score":0.12837708,"about_ca_system_score_codex":0.01757098,"about_ca_system_score_gemma":0.025376324,"threshold_uncertainty_score":0.2582662},"labels":[],"label_agreement":null},{"id":"W2904979191","doi":"10.1080/21568316.2018.1556327","title":"Using a Participatory Integrated Watershed Management Approach for Tourism","year":2018,"lang":"en","type":"article","venue":"Tourism Planning & Development","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":20,"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":"Tourism; Watershed; Recreation; Environmental planning; Environmental resource management; Business; Watershed management; Citizen journalism; Corporate governance; Sustainable development; Agriculture; Sustainable tourism; Ecotourism; Limiting; Scale (ratio); Sustainability; Geography; Political science; Economics; Engineering; Computer science; Ecology","score_opus":0.15981590361337344,"score_gpt":0.39035765358683944,"score_spread":0.230541749973466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904979191","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08929799,0.00095877773,0.661055,0.02111354,0.0006376238,0.01466855,0.00018641703,0.0002850211,0.21179707],"genre_scores_gemma":[0.5901843,0.0007782326,0.36318797,0.002243629,0.00009316113,0.012911286,0.00010238717,0.00006218897,0.030436818],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96460086,0.029326348,0.0006857525,0.002112919,0.002042723,0.0012314185],"domain_scores_gemma":[0.99159545,0.0045200037,0.00072325085,0.0008459555,0.0011485798,0.0011668174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028243084,0.000651271,0.000495948,0.0021222257,0.009062987,0.005917935,0.0021794422,0.0017760077,0.0076224436],"category_scores_gemma":[0.01340957,0.00037173895,0.0007126263,0.0024342951,0.00635876,0.0037089158,0.011442704,0.0024735592,0.0006808855],"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":[0.00015055077,0.0014359498,0.0067404723,0.0017166593,0.0001924274,0.0016192821,0.36363524,0.004896535,0.0066157714,0.2911377,0.013449692,0.3084097],"study_design_scores_gemma":[0.0002121374,0.0010914307,0.0063435743,0.0013829402,0.00007869613,0.0012025591,0.22564124,0.0072778356,0.0027289009,0.2822234,0.47165507,0.00016231032],"about_ca_topic_score_codex":0.0045128507,"about_ca_topic_score_gemma":0.017194565,"teacher_disagreement_score":0.028243084,"about_ca_system_score_codex":0.006682461,"about_ca_system_score_gemma":0.02096962,"threshold_uncertainty_score":0.14936548},"labels":[],"label_agreement":null},{"id":"W2918494687","doi":"10.1080/21568316.2019.1580210","title":"Tourism Governance in Transition Period: Restructuring Kenya's Tourism Administration from Centralized to Devolved System","year":2019,"lang":"en","type":"article","venue":"Tourism Planning & Development","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Tourism; Restructuring; Government (linguistics); Administration (probate law); Business; Corporate governance; Tourism geography; Economic growth; Economics; Political science; Finance","score_opus":0.017409577361995485,"score_gpt":0.28823875069305277,"score_spread":0.27082917333105727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918494687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862082,0.00017959435,0.00021290516,0.0009598465,0.000009375791,0.000058928385,0.000024665336,0.0000046609184,0.012341764],"genre_scores_gemma":[0.9984055,0.00011621557,0.00012883166,0.00006597043,0.0000021288588,0.000011808685,0.000017587408,0.0000010743888,0.0012508819],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9992887,0.0002504697,0.000028893139,0.000061472034,0.000075113465,0.0002951955],"domain_scores_gemma":[0.99896646,0.00013539518,0.00031110123,0.000054372453,0.00015287529,0.0003798186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010093921,0.000073118325,0.000106726955,0.0006859259,0.0028388617,0.002986886,0.00029743963,0.0002944539,0.0017822812],"category_scores_gemma":[0.0018437235,0.0001466227,0.000087078144,0.001038818,0.0026173687,0.0014968087,0.0020524256,0.00055676274,0.00012346626],"study_design_candidate":"qualitative","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":[0.00027565792,0.0003935377,0.46321967,0.0005002695,0.000048056772,0.006013583,0.3162444,0.0014618478,0.006093766,0.083129525,0.008798763,0.11382096],"study_design_scores_gemma":[0.000022652903,0.00016173074,0.58533907,0.00024004331,0.000020371337,0.0005118555,0.3510087,0.0006909655,0.00051017205,0.002473243,0.058995154,0.000025987738],"about_ca_topic_score_codex":0.036766823,"about_ca_topic_score_gemma":0.11001154,"teacher_disagreement_score":0.036766823,"about_ca_system_score_codex":0.0062262085,"about_ca_system_score_gemma":0.008417884,"threshold_uncertainty_score":0.07310563},"labels":[],"label_agreement":null},{"id":"W2971407835","doi":"10.1080/21568316.2019.1657933","title":"Examining Stakeholder Perceptions Towards Sustainable Tourism in an Island Destination. The Case of Savusavu, Fiji","year":2019,"lang":"en","type":"article","venue":"Tourism Planning & Development","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","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":"Toronto Metropolitan University","funders":"","keywords":"Tourism; Stakeholder; Sustainability; Business; Environmental planning; Stakeholder engagement; Destinations; Sustainable tourism; Sustainable development; Environmental resource management; Stakeholder analysis; Perception; Geography; Political science; Public relations; Economics","score_opus":0.07865053564485237,"score_gpt":0.3427309355340848,"score_spread":0.26408039988923243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971407835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964896,0.000086381944,0.00016101023,0.00064738595,0.000004509812,0.000012777684,0.000009299633,8.497429e-7,0.0025881513],"genre_scores_gemma":[0.99915576,0.0001275739,0.0001438718,0.00011567174,0.0000014009181,0.000010456137,0.000007770555,5.4268617e-7,0.0004368321],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99908173,0.0005610661,0.000024293153,0.000028289496,0.000097224976,0.00020742022],"domain_scores_gemma":[0.99889344,0.0005729909,0.00014509326,0.000021841432,0.00017022529,0.00019639281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023607148,0.00018756246,0.00012157051,0.0007347581,0.0037699814,0.0012082981,0.00037237172,0.0006755212,0.0013317581],"category_scores_gemma":[0.0020131357,0.00012961403,0.00017624583,0.00069462415,0.002211763,0.0010140105,0.0019191926,0.000550107,0.000075285316],"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":[0.00005862428,0.00009553997,0.09703637,0.00029008524,0.000022726215,0.0069235764,0.8683946,0.0002959693,0.004784738,0.0033894496,0.0011053913,0.017602837],"study_design_scores_gemma":[0.0000013832976,0.00006310668,0.047847126,0.00009152418,0.000006724372,0.0005520096,0.9457946,0.00020352831,0.00028081684,0.00022008693,0.004926995,0.0000119535725],"about_ca_topic_score_codex":0.017928448,"about_ca_topic_score_gemma":0.042595107,"teacher_disagreement_score":0.017928448,"about_ca_system_score_codex":0.0017778887,"about_ca_system_score_gemma":0.0017037279,"threshold_uncertainty_score":0.035648167},"labels":[],"label_agreement":null},{"id":"W4400429917","doi":"10.1080/21568316.2024.2366402","title":"Corporate Social Responsibility and Sustainable Tourism in Tourist Destinations: A Qualitative Case Study from Türkiye","year":2024,"lang":"en","type":"article","venue":"Tourism Planning & Development","topic":"Organizational Strategy and Culture","field":"Business, Management and Accounting","cited_by":3,"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; Corporate social responsibility; Tourist destinations; Qualitative research; Destinations; Sustainable tourism; Business; Social responsibility; Public relations; Political science; Sociology; Social science","score_opus":0.04394544693063687,"score_gpt":0.3069532160270178,"score_spread":0.2630077690963809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400429917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967269,0.00018678825,0.00015962074,0.0004066086,0.000012574231,0.000049643342,0.000027609398,0.0000018426365,0.0024283691],"genre_scores_gemma":[0.99804914,0.00022501677,0.0001654723,0.0001505594,0.0000034041775,0.000056969486,0.000018257646,0.000003107708,0.0013280575],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987754,0.00063058495,0.000030135283,0.00007763721,0.000079659534,0.00040654207],"domain_scores_gemma":[0.9985335,0.0009420758,0.00012503218,0.000040784,0.00013247253,0.00022618692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020348644,0.0004272753,0.0004636828,0.0012834044,0.011046986,0.002486409,0.0009272436,0.0013352463,0.0030495205],"category_scores_gemma":[0.0017941565,0.00035837857,0.00027845966,0.0015170954,0.0056022294,0.001825267,0.0025398738,0.0011038571,0.0001925856],"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":[0.000051462604,0.000142871,0.009203905,0.00013953955,0.000005925787,0.0056021945,0.9769381,0.00014014437,0.0013586958,0.0020453765,0.00052064133,0.0038511467],"study_design_scores_gemma":[0.0000016869325,0.00002213023,0.0021213724,0.000036871425,0.0000019645593,0.00020765819,0.9952136,0.00003913065,0.000112422174,0.00006903708,0.002169092,0.0000050810045],"about_ca_topic_score_codex":0.023128366,"about_ca_topic_score_gemma":0.05243301,"teacher_disagreement_score":0.023128366,"about_ca_system_score_codex":0.0047019944,"about_ca_system_score_gemma":0.0036556586,"threshold_uncertainty_score":0.045987487},"labels":[],"label_agreement":null},{"id":"W4411277078","doi":"10.1080/21568316.2025.2519179","title":"Towards Sustainable Tourism in Protected Areas: Local Tourism Enterprises and Tourists’ Actions in the Face of Climate Change Impact","year":2025,"lang":"en","type":"article","venue":"Tourism Planning & Development","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","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":"Royal Roads University","funders":"","keywords":"Tourism; Climate change; Face (sociological concept); Business; Sustainable tourism; Environmental planning; Economic geography; Environmental resource management; Natural resource economics; Geography; Economics; Sociology","score_opus":0.03536078783118045,"score_gpt":0.35671587796342236,"score_spread":0.3213550901322419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411277078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935994,0.00015069968,0.000087586035,0.000494859,0.000005207105,0.00001269628,0.00002097439,0.000001421644,0.0056271506],"genre_scores_gemma":[0.99894375,0.00021903223,0.000079878904,0.00006440531,0.0000031382308,0.000009111733,0.000015706592,6.3297495e-7,0.00066433527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99951935,0.00027942713,0.000012029873,0.000026020707,0.000044836303,0.000118348486],"domain_scores_gemma":[0.99900216,0.00023483096,0.0002585369,0.000032463355,0.00012294803,0.00034913517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008822688,0.00012757596,0.00010279211,0.00039242787,0.0013422065,0.0022210092,0.00026558,0.0005104265,0.0020825802],"category_scores_gemma":[0.0013736514,0.000098935125,0.00012635234,0.0005894543,0.001441216,0.00095129624,0.0017159268,0.0004482752,0.00018506775],"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":[0.00008943503,0.00039452405,0.6939318,0.000311437,0.00005481322,0.0017310183,0.26002568,0.000737506,0.0014422925,0.0030337728,0.001855812,0.03639185],"study_design_scores_gemma":[0.000004137518,0.00012584262,0.38372684,0.0001360931,0.0000108995555,0.00022052499,0.60766655,0.00027889415,0.00014061203,0.00055164826,0.0071274275,0.0000105622885],"about_ca_topic_score_codex":0.014585759,"about_ca_topic_score_gemma":0.038254555,"teacher_disagreement_score":0.014585759,"about_ca_system_score_codex":0.0009286852,"about_ca_system_score_gemma":0.00153427,"threshold_uncertainty_score":0.029001713},"labels":[],"label_agreement":null},{"id":"W4414127285","doi":"10.1080/21568316.2025.2553500","title":"Toward Resilient Nature-Based Tourism in the Post-Pandemic Era: Integrating Governance, Visitor Dynamics, Finance, and Ecosystem Integrity","year":2025,"lang":"en","type":"article","venue":"Tourism Planning & Development","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":6,"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; Resilience (materials science); Ecosystem; Ecotourism; Vulnerability (computing)","score_opus":0.015135325442989142,"score_gpt":0.3091782428216898,"score_spread":0.2940429173787007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414127285","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0845961,0.045789488,0.02221753,0.63700664,0.051700614,0.00015325446,0.00021570522,0.00018707312,0.15813358],"genre_scores_gemma":[0.7950957,0.085117444,0.0104526095,0.04147594,0.023526786,0.00012607845,0.00021532823,0.00018356556,0.04380651],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991211,0.00036316394,0.00004083105,0.000079377874,0.00022976856,0.00016576145],"domain_scores_gemma":[0.99856997,0.0006955452,0.00015621205,0.000057855537,0.00028426643,0.00023620066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001726754,0.00025547293,0.00023634957,0.00069278857,0.0026360594,0.0069464003,0.00090087106,0.00175579,0.002712608],"category_scores_gemma":[0.003768112,0.00010666,0.00037925184,0.0007042841,0.0050626155,0.004117857,0.0028849342,0.003420005,0.00021175509],"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":[0.000045549008,0.0000438025,0.0057424805,0.0013085089,0.000059249185,0.00090265425,0.03493853,0.0016255138,0.0011110383,0.51154584,0.29614282,0.14653414],"study_design_scores_gemma":[0.0000047568005,0.00004305704,0.0057453318,0.0014726637,0.000030160681,0.00029673934,0.031450603,0.00090378826,0.00044311394,0.061808836,0.89776003,0.00004092666],"about_ca_topic_score_codex":0.008374678,"about_ca_topic_score_gemma":0.0294306,"teacher_disagreement_score":0.008374678,"about_ca_system_score_codex":0.003105893,"about_ca_system_score_gemma":0.0054647764,"threshold_uncertainty_score":0.022534966},"labels":[],"label_agreement":null}]}