{"meta":{"query_hash":"5ed6d4ca6941","filters":{"venue":"Korea Association for Public Value"},"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/5ed6d4ca6941","api":"https://metacan.xera.ac/api/v1/cohort?venue=Korea+Association+for+Public+Value"},"results":[{"id":"W4285737241","doi":"10.53581/jopv.2022.3.1.35","title":"Digital Environmental Activism and its Effects on Canadian Politics, Education Institutions, ESG Corporate Management and Socially Responsible Investment","year":2022,"lang":"en","type":"article","venue":"Korea Association for Public Value","topic":"Cultural Industries and Urban Development","field":"Social Sciences","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":"Politics; Investment (military); Business; Corporate social responsibility; Environmental politics; Accounting; Public relations; Political science","score_opus":0.0423606652684656,"score_gpt":0.2589391764846963,"score_spread":0.21657851121623067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285737241","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":[0.72033393,0.0011792897,0.0002545596,0.012838804,0.00006287131,0.00006876869,0.00035622655,0.000020960848,0.26488453],"genre_scores_gemma":[0.99206746,0.00046774696,0.0001064142,0.00040062104,0.000009396184,0.000011070049,0.00005601669,0.000004450816,0.006876878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99748874,0.00040150396,0.000026033254,0.00014775874,0.0006341732,0.0013018342],"domain_scores_gemma":[0.9953016,0.0009925378,0.00068014365,0.00013013354,0.0011587655,0.0017369335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014769462,0.00027014234,0.00017388751,0.0018925536,0.008828846,0.0058365013,0.00079287525,0.0007299182,0.015570596],"category_scores_gemma":[0.0047628535,0.00010967872,0.00025224805,0.0028061967,0.0059472597,0.0012346915,0.004240089,0.0015979914,0.0002403496],"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":[0.0004216491,0.0008912948,0.50902647,0.0004054322,0.00015220536,0.0008228332,0.07426225,0.0020409941,0.0015655687,0.20055479,0.028801417,0.18105508],"study_design_scores_gemma":[0.000037001137,0.000093091854,0.6528254,0.0004279506,0.00013019657,0.00008729221,0.19684532,0.001215414,0.0010902982,0.007484554,0.13970229,0.00006121986],"about_ca_topic_score_codex":0.9586975,"about_ca_topic_score_gemma":0.9860853,"teacher_disagreement_score":0.084014356,"about_ca_system_score_codex":0.084014356,"about_ca_system_score_gemma":0.08275592,"threshold_uncertainty_score":0.60956967},"labels":[],"label_agreement":null},{"id":"W4285737313","doi":"10.53581/jopv.2022.3.1.43","title":"Addressing Vaccine Hesitancy Among Immigrant Communities in Canada","year":2022,"lang":"en","type":"article","venue":"Korea Association for Public Value","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","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":"Immigration; Disinformation; Social media; Literacy; Political science; Population; Public relations; Medicine; Environmental health","score_opus":0.044941925401470344,"score_gpt":0.27962721834657145,"score_spread":0.2346852929451011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285737313","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":[0.992454,0.0005591187,0.00006451126,0.0025994405,0.000029929877,0.00006300183,0.00009029864,0.0000049263526,0.0041346643],"genre_scores_gemma":[0.99701655,0.000758311,0.00016317115,0.0007692198,0.0000062828854,0.000029725794,0.000057147565,0.0000030342578,0.0011965018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989485,0.00016917624,0.00003511099,0.00006868487,0.00023813323,0.0005403916],"domain_scores_gemma":[0.9972235,0.00035093154,0.00036934527,0.00004147767,0.00081871287,0.0011959926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001568197,0.0002503896,0.0003207906,0.001005358,0.01143914,0.002443948,0.0009496798,0.000657143,0.0024443783],"category_scores_gemma":[0.004766637,0.00021584835,0.0003266699,0.0012361035,0.00192319,0.00080041226,0.0027776952,0.001594766,0.00012062203],"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":[0.00020871608,0.00055211905,0.584674,0.00044393085,0.00008239029,0.0020124596,0.3152272,0.00015375338,0.0016047115,0.0030415212,0.009558052,0.08244117],"study_design_scores_gemma":[0.000035372377,0.00023214004,0.4064112,0.0009894497,0.00009838177,0.0005156892,0.5641117,0.00083781045,0.00067919306,0.0008890804,0.02509799,0.00010194928],"about_ca_topic_score_codex":0.97631764,"about_ca_topic_score_gemma":0.9906385,"teacher_disagreement_score":0.030445969,"about_ca_system_score_codex":0.030445969,"about_ca_system_score_gemma":0.09977277,"threshold_uncertainty_score":0.22090203},"labels":[],"label_agreement":null},{"id":"W4312197412","doi":"10.53581/jopv.2022.4.1.111","title":"Mental Health of International Students at Canadian Universities: A Call to Action","year":2022,"lang":"en","type":"article","venue":"Korea Association for Public Value","topic":"Resilience and Mental Health","field":"Psychology","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":"Call to action; Mental health; Action (physics); Psychology; Medical education; Political science; Public relations; Medicine; Business; Psychiatry; Marketing; Physics","score_opus":0.03317477226776367,"score_gpt":0.39535503823435647,"score_spread":0.3621802659665928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312197412","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01318515,0.0065158284,0.00017076451,0.969057,0.005173708,0.000088534376,0.00028242354,0.000060596583,0.005465994],"genre_scores_gemma":[0.2728874,0.021841288,0.004009014,0.6792459,0.0055655823,0.0006977407,0.0008721959,0.00012137653,0.014759509],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.979266,0.0032972258,0.0007393561,0.0008595538,0.0042081727,0.011629724],"domain_scores_gemma":[0.8294207,0.010887357,0.0039673485,0.001401834,0.025111508,0.12921135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01783505,0.0012474576,0.002790615,0.0023333323,0.029998763,0.013979878,0.008080232,0.030651677,0.027654888],"category_scores_gemma":[0.029503169,0.0009441584,0.0036930232,0.0026851515,0.013443437,0.008475043,0.018783709,0.04251614,0.0020468174],"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":[0.00028449867,0.0013488978,0.05196988,0.001552954,0.00023978218,0.0010839737,0.025683295,0.00020835739,0.00093638,0.0069357846,0.814029,0.09572715],"study_design_scores_gemma":[0.00038872543,0.00045485742,0.19299284,0.009757927,0.00051823014,0.00053933833,0.32882133,0.0004291713,0.00035036026,0.010122767,0.45480588,0.0008185318],"about_ca_topic_score_codex":0.90633655,"about_ca_topic_score_gemma":0.9586549,"teacher_disagreement_score":0.093663454,"about_ca_system_score_codex":0.06645936,"about_ca_system_score_gemma":0.48354566,"threshold_uncertainty_score":0.48219866},"labels":[],"label_agreement":null},{"id":"W4312197419","doi":"10.53581/jopv.2022.4.1.119","title":"Addressing Disparities in Access to Oral Health Care in Canada","year":2022,"lang":"en","type":"article","venue":"Korea Association for Public Value","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","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":"Oral health; Health equity; Health care; Medicine; Environmental health; Business; Family medicine; Economic growth; Economics","score_opus":0.18647179073323236,"score_gpt":0.472429213751956,"score_spread":0.2859574230187236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312197419","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":[0.8580077,0.0145971775,0.0007333793,0.05243615,0.00056229543,0.00025843742,0.005754658,0.000064551095,0.06758559],"genre_scores_gemma":[0.9881421,0.0034278792,0.00078122807,0.002672362,0.000059753093,0.00004445468,0.00069827767,0.00001891417,0.004155025],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99542147,0.0004082813,0.0002246464,0.00028797975,0.0014610976,0.002196461],"domain_scores_gemma":[0.99168855,0.0006108138,0.00064499263,0.00012414998,0.0040683383,0.0028631324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024167027,0.00023645144,0.0005565738,0.0024351638,0.0081955185,0.003587299,0.0017648115,0.000966408,0.0059024007],"category_scores_gemma":[0.010894448,0.00028326127,0.0009407516,0.0051976335,0.0010982387,0.0008749336,0.0025890984,0.0021002926,0.00020288303],"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":[0.000377368,0.0005656511,0.7487514,0.00054148503,0.0002832743,0.0004489171,0.009422144,0.0006379316,0.0003382505,0.015663123,0.050658118,0.1723123],"study_design_scores_gemma":[0.0001235385,0.00014052368,0.8924278,0.0012785514,0.0004992613,0.00024599064,0.033108167,0.002106712,0.00055300153,0.002570151,0.06684847,0.000097767545],"about_ca_topic_score_codex":0.9978638,"about_ca_topic_score_gemma":0.9991737,"teacher_disagreement_score":0.08730611,"about_ca_system_score_codex":0.08730611,"about_ca_system_score_gemma":0.2602971,"threshold_uncertainty_score":0.63345313},"labels":[],"label_agreement":null}]}