{"meta":{"query_hash":"ba4cd49655be","filters":{"topic":"Korean Urban and Social Studies"},"cohort_total":162,"direct_labels_cover":0,"predictions_cover":162,"exported":162,"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/ba4cd49655be","api":"https://metacan.xera.ac/api/v1/cohort?topic=Korean+Urban+and+Social+Studies"},"results":[{"id":"W134588476","doi":"","title":"Temporal and spatial analysis of crime in Seoul, Korea","year":2005,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Crime analysis; Cartography; Geography; Criminology; Psychology","score_opus":0.009261293611045222,"score_gpt":0.21155514361688746,"score_spread":0.20229385000584224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W134588476","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":[0.8967747,0.00010304379,0.000007667029,0.00001779846,0.000059258262,0.00011386543,0.00004988646,0.000015172351,0.10285861],"genre_scores_gemma":[0.98605824,0.00024869916,0.000038695478,0.000017394235,0.000021728889,3.5628779e-7,0.0003174161,0.0000104883,0.01328701],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901754,0.00005256696,0.00017355636,0.00033636123,0.00023473463,0.00018523831],"domain_scores_gemma":[0.9995911,0.000031302065,0.00015167825,0.0001418998,0.0000133399935,0.00007065215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007110529,0.00018557353,0.0004304527,0.00042114788,0.00009310189,0.000009601097,0.00019469256,0.00020021173,0.0008139822],"category_scores_gemma":[0.000012966722,0.0002107071,0.00014776786,0.0011126791,0.00015213445,0.0001142969,0.00008330608,0.00016711203,0.00001940796],"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":[0.00007799394,0.00006311373,0.99384534,0.000012764744,0.00022203043,0.000032110755,0.00027859118,0.000068015244,0.000003853482,0.00007178299,0.0018322264,0.0034921789],"study_design_scores_gemma":[0.00043526047,0.000040230672,0.94596297,0.000021743355,0.0008448282,4.442063e-10,0.025584629,0.00018456925,0.00014431059,0.000036561847,0.02644178,0.0003030907],"about_ca_topic_score_codex":0.02280456,"about_ca_topic_score_gemma":0.8877113,"teacher_disagreement_score":0.8649067,"about_ca_system_score_codex":0.00021930614,"about_ca_system_score_gemma":0.00001766178,"threshold_uncertainty_score":0.98370266},"labels":[],"label_agreement":null},{"id":"W1490278475","doi":"","title":"미국과 캐나다 연소노년층의 저비용 소형 주거단지 생활에 관한 연구","year":2009,"lang":"ko","type":"article","venue":"한국가정관리학회지","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Metropolitan area; Government (linguistics); Geography; Economic growth; Business; Service (business); Socioeconomics; Accommodation; Sociology; Marketing; Psychology","score_opus":0.011450677741945157,"score_gpt":0.22134909154568677,"score_spread":0.2098984138037416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1490278475","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":[0.82165855,0.0022778658,0.00009341559,0.006925821,0.0010273227,0.00052804145,0.000046685254,0.0001862444,0.16725604],"genre_scores_gemma":[0.9735169,0.001239791,0.0002158537,0.0028057536,0.00057742826,0.0000077378045,0.000007699056,0.000028998627,0.021599878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971064,0.000120499,0.00042712947,0.00070496247,0.0006805279,0.000960533],"domain_scores_gemma":[0.99893165,0.00007250652,0.0001607896,0.0005024149,0.000019451041,0.00031318754],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032684664,0.00044071267,0.0004954497,0.000047770933,0.0012758506,0.00010255711,0.0005784843,0.00025616382,0.0040352778],"category_scores_gemma":[0.00008853925,0.00042793545,0.00025986249,0.000449458,0.00061066187,0.00026704738,0.00039500135,0.0003878186,0.0067586843],"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":[0.00016906085,0.0015739569,0.47533664,0.00007417892,0.0002333569,0.0004037616,0.025274511,0.000100501406,0.0036310756,0.013577442,0.23599996,0.24362555],"study_design_scores_gemma":[0.000596967,0.0004111487,0.8986798,0.00005807052,0.000073399366,0.000007951217,0.00090602704,0.000087297005,0.000466448,0.004386784,0.093669884,0.00065625494],"about_ca_topic_score_codex":0.00093243574,"about_ca_topic_score_gemma":0.00025676488,"teacher_disagreement_score":0.42334312,"about_ca_system_score_codex":0.00046248463,"about_ca_system_score_gemma":0.00002587015,"threshold_uncertainty_score":0.99981725},"labels":[],"label_agreement":null},{"id":"W1502240133","doi":"","title":"도시계획규제가 도시형태 변화에 끼친 영향 분석","year":2007,"lang":"ko","type":"article","venue":"Seoul National University Open Repository (Seoul National University)","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Zoning; Unit (ring theory); Environmental planning; Urban planning; Geography; Urban area; Work (physics); dup; Quarter (Canadian coin); Business; Environmental resource management; Civil engineering; Engineering; Environmental science; Archaeology","score_opus":0.019803587213193082,"score_gpt":0.23091206611859647,"score_spread":0.21110847890540338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1502240133","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.066292115,0.00009015298,0.00063105125,0.0016836182,0.0009602864,0.0009077048,0.00043452423,0.00012456867,0.928876],"genre_scores_gemma":[0.7742198,0.00014753641,0.0009858708,0.0004697601,0.00042353262,2.6175167e-7,0.00014133326,0.00003469046,0.22357719],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99401253,0.0004262919,0.0005077687,0.0013058811,0.002879482,0.0008680465],"domain_scores_gemma":[0.99678254,0.0007257242,0.0005926768,0.00032962818,0.0009731678,0.00059623964],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014555788,0.00059297215,0.00056693616,0.00080430595,0.00390184,0.00028507633,0.0025180143,0.00055063464,0.0013800936],"category_scores_gemma":[0.00017466213,0.0007955661,0.0004296158,0.0022418082,0.0012930568,0.0022904035,0.002237425,0.00072296057,0.001050563],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018710751,0.0018685327,0.064288884,0.00006554435,0.0014010557,0.0032002756,0.003266171,0.0017170127,0.002899189,0.8406353,0.07760533,0.0011816326],"study_design_scores_gemma":[0.004172072,0.00025140506,0.24724494,0.000101918275,0.000288277,0.000092871946,0.012224406,0.00040899645,0.0008212228,0.0024435637,0.7303688,0.0015815333],"about_ca_topic_score_codex":0.0025556602,"about_ca_topic_score_gemma":0.0011963497,"teacher_disagreement_score":0.83819175,"about_ca_system_score_codex":0.008522652,"about_ca_system_score_gemma":0.0010639454,"threshold_uncertainty_score":0.99972725},"labels":[],"label_agreement":null},{"id":"W1509686432","doi":"","title":"주택재고를 고려한 주택구입능력 분석","year":2008,"lang":"ko","type":"article","venue":"국토계획","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Apartment; Metropolitan area; Stock (firearms); Quarter (Canadian coin); Business; Affordable housing; Quartile; Demographic economics; Finance; Economics; Economic growth; Geography","score_opus":0.022889939409549774,"score_gpt":0.20957289314373395,"score_spread":0.18668295373418417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509686432","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":[0.7586242,0.0015160252,0.000036437046,0.0012021002,0.00066174427,0.00018190074,0.000023649798,0.00006948938,0.23768446],"genre_scores_gemma":[0.9489712,0.001860802,0.00016853522,0.0008268605,0.00035166705,0.0000064004194,0.0000030750057,0.000020412002,0.047791045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984614,0.000058596328,0.00021500507,0.00035852633,0.00041607502,0.0004903601],"domain_scores_gemma":[0.9994529,0.000047027177,0.00006961733,0.00025341412,0.000007909818,0.00016917223],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011941581,0.0002088524,0.00024988508,0.000018454492,0.0007858409,0.000023240096,0.00027563804,0.00011739751,0.006075401],"category_scores_gemma":[0.000047256846,0.0001987982,0.00014112292,0.00022345681,0.000857934,0.00012374291,0.00026862198,0.00018541636,0.01312526],"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":[0.000029545505,0.00037015014,0.586735,0.000021256268,0.000104763305,0.00022313591,0.017037887,0.000025791347,0.0012551172,0.0012131137,0.36864814,0.024336107],"study_design_scores_gemma":[0.00033748255,0.0000869286,0.6647999,0.00001377853,0.00002449556,0.000014486309,0.00055345823,0.000037344882,0.00029685584,0.00047882256,0.33301848,0.0003379396],"about_ca_topic_score_codex":0.0010531655,"about_ca_topic_score_gemma":0.0002186818,"teacher_disagreement_score":0.19034702,"about_ca_system_score_codex":0.00021339643,"about_ca_system_score_gemma":0.000019674748,"threshold_uncertainty_score":0.9948332},"labels":[],"label_agreement":null},{"id":"W1553057269","doi":"","title":"프랑스의 1960-70년대 절충형 집합주거 디자인 경향에 관한 연구","year":2008,"lang":"ko","type":"article","venue":"한국고등직업교육학회논문집","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Quarter (Canadian coin); Quality (philosophy); Point (geometry); Space (punctuation); Urban space; Atmosphere (unit); Architectural engineering; Business; Economy; Sociology; Engineering; Geography; Economics; Regional science; Mathematics; Philosophy; Meteorology; Archaeology; Epistemology","score_opus":0.02142684479265204,"score_gpt":0.21268094886333164,"score_spread":0.1912541040706796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553057269","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":[0.8864036,0.0019509143,0.00010750552,0.0016538285,0.0014681821,0.0006345722,0.000118729826,0.00021400853,0.10744867],"genre_scores_gemma":[0.9568309,0.0030227264,0.00033568748,0.0013491096,0.00080978655,0.00003480914,0.000018465777,0.000073017975,0.037525497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959019,0.00018337122,0.000625935,0.0009947106,0.0010410649,0.0012530149],"domain_scores_gemma":[0.99843246,0.0001349372,0.0002355587,0.00070316123,0.00003349794,0.00046038968],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036585162,0.00061389554,0.00069250236,0.00007004425,0.0016879701,0.000084526044,0.0007685974,0.0003467869,0.00775631],"category_scores_gemma":[0.0001382136,0.0005973418,0.00039472946,0.0006325475,0.0018009288,0.00034350474,0.00069808465,0.0005422938,0.015063911],"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":[0.00008820876,0.0007796086,0.78427184,0.00006955405,0.00023631316,0.0005183356,0.0206199,0.00007005164,0.0016947492,0.001556783,0.1732403,0.016854377],"study_design_scores_gemma":[0.0010191386,0.00025727472,0.80181354,0.00006035881,0.000093993614,0.000059832983,0.0014212172,0.00013896897,0.0009244693,0.0007133002,0.19244426,0.0010536583],"about_ca_topic_score_codex":0.0027508843,"about_ca_topic_score_gemma":0.00060593674,"teacher_disagreement_score":0.070427306,"about_ca_system_score_codex":0.0005593989,"about_ca_system_score_gemma":0.00007544913,"threshold_uncertainty_score":0.9996478},"labels":[],"label_agreement":null},{"id":"W1598703254","doi":"","title":"鹽浦의 倭人과 경제활동","year":2008,"lang":"ko","type":"article","venue":"지역과 역사","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Port (circuit theory); Genealogy; Daughter; Style (visual arts); Character (mathematics); Quarter (Canadian coin); Geography; History; Archaeology; Engineering; Political science; Law","score_opus":0.022889939409549774,"score_gpt":0.20957289314373395,"score_spread":0.18668295373418417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1598703254","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":[0.76316917,0.0014126768,0.000023839244,0.0011673574,0.0005941622,0.00015907914,0.000021329788,0.000060171493,0.23339221],"genre_scores_gemma":[0.9536634,0.0016561792,0.00011813126,0.00070583535,0.0003171379,0.0000052889195,0.0000024016908,0.000016561786,0.043515064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986829,0.00003292601,0.00018438877,0.00031052824,0.00036279744,0.0004264457],"domain_scores_gemma":[0.9995343,0.00003974729,0.00005822426,0.00021805972,0.000006452527,0.0001432029],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000102281774,0.00017782678,0.00021524873,0.000015320513,0.00070240616,0.00001995305,0.00023754171,0.00009956183,0.0054309806],"category_scores_gemma":[0.000036837057,0.00016838775,0.000120298704,0.00019109281,0.00075587904,0.00010718684,0.00023441228,0.00015743297,0.011725746],"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":[0.000021699652,0.00029815704,0.6203259,0.000016645094,0.00007997563,0.00021534233,0.015939439,0.00002164296,0.0009021613,0.0011241861,0.34330797,0.017746828],"study_design_scores_gemma":[0.0003008582,0.0000750942,0.75561905,0.000012007924,0.000019759758,0.000011213174,0.0005281704,0.000029831119,0.00038554004,0.0004077995,0.24232413,0.0002865262],"about_ca_topic_score_codex":0.0012140477,"about_ca_topic_score_gemma":0.00021512916,"teacher_disagreement_score":0.19049422,"about_ca_system_score_codex":0.00018800684,"about_ca_system_score_gemma":0.000015480862,"threshold_uncertainty_score":0.9954782},"labels":[],"label_agreement":null},{"id":"W164045407","doi":"","title":"Comparative Analysis of Household Work Contributions and Related Factors of the Elderly between Korea and Canada","year":2005,"lang":"en","type":"article","venue":"Journal of Korean Home Management Association","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Time-use survey; Work (physics); Productivity; Welfare; Survey data collection; Unpaid work; Demographic economics; Paid work; Descriptive statistics; Official statistics; Economic growth; Economics; Medicine; Statistics; Engineering","score_opus":0.01087083877094778,"score_gpt":0.2129559543981181,"score_spread":0.20208511562717033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W164045407","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":[0.99673754,0.00009731879,0.000014916792,0.0006474705,0.00004358896,0.000102447324,0.000058641708,0.0000025571221,0.0022955434],"genre_scores_gemma":[0.9993994,0.00010690313,0.000038573726,0.000014153628,0.000016163918,4.9076215e-7,0.0000047441017,0.0000027471206,0.0004167717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882185,0.00009762564,0.00042519576,0.00008028824,0.00045640845,0.00011860029],"domain_scores_gemma":[0.9987468,0.0001614208,0.00093601353,0.000068039175,0.000039781567,0.000047920505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043704617,0.000084787214,0.0003930557,0.00007752629,0.00013117556,0.000013531087,0.00010847586,0.000042371492,0.000024459283],"category_scores_gemma":[0.000047496567,0.000060530154,0.000101631,0.0005777669,0.00008959939,0.00010494576,0.00008778003,0.000108080865,1.8245946e-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":[0.000005576143,0.000024591352,0.9926853,0.0000028100112,0.0016307108,4.1380795e-7,0.0011413996,0.0005103453,0.000011504048,0.0001319998,0.0031819835,0.00067337276],"study_design_scores_gemma":[0.00030793532,0.00003693431,0.99657905,0.000012737392,0.0012393623,8.243634e-8,0.00092120876,0.00001961767,0.00007730246,0.00013641245,0.0006109436,0.000058423764],"about_ca_topic_score_codex":0.014657137,"about_ca_topic_score_gemma":0.057356186,"teacher_disagreement_score":0.042699046,"about_ca_system_score_codex":0.000631173,"about_ca_system_score_gemma":0.0000113292945,"threshold_uncertainty_score":0.9919043},"labels":[],"label_agreement":null},{"id":"W1657267185","doi":"","title":"캐나다 캘거리(Calgary)사례에 나타나는 뉴어바니즘의 도시공간구조 분석 연구","year":2013,"lang":"ko","type":"article","venue":"대한건축학회 학술발표대회 논문집","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Urbanism; Pedestrian; New Urbanism; Space (punctuation); Geography; Sociology; Transport engineering; Computer science; Engineering; Archaeology; Architecture","score_opus":0.010008053910243696,"score_gpt":0.19966513671870992,"score_spread":0.18965708280846622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1657267185","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":[0.6685797,0.00298713,0.00023775267,0.005151304,0.0019999268,0.0015451831,0.000060247843,0.00031202953,0.3191267],"genre_scores_gemma":[0.92566097,0.0012430672,0.0004983389,0.0022891178,0.0007340592,0.00008867645,0.000020125388,0.00009020353,0.06937542],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9955049,0.00022093185,0.00070936384,0.0010529527,0.0010376102,0.001474206],"domain_scores_gemma":[0.9980965,0.00017980715,0.0002578945,0.000799682,0.000049204165,0.0006168669],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003856186,0.0006988088,0.00073893747,0.00007583852,0.0010326148,0.00030383165,0.0009223472,0.00042099264,0.036004644],"category_scores_gemma":[0.00014842894,0.00064879504,0.00041032667,0.0005628307,0.0013167663,0.00059630175,0.00093776407,0.0006275494,0.05862284],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004582999,0.0008424737,0.31949258,0.00010614601,0.00034193118,0.00010663303,0.009024169,0.000034426223,0.0040996214,0.0043375273,0.5497317,0.11183701],"study_design_scores_gemma":[0.0011316378,0.0003187194,0.7912852,0.00007878684,0.00013676274,0.0000121603925,0.0019527755,0.0007648924,0.0008581215,0.006181639,0.19590347,0.00137585],"about_ca_topic_score_codex":0.010675979,"about_ca_topic_score_gemma":0.0007371209,"teacher_disagreement_score":0.4717926,"about_ca_system_score_codex":0.0005607134,"about_ca_system_score_gemma":0.00005044156,"threshold_uncertainty_score":0.99959636},"labels":[],"label_agreement":null},{"id":"W1771255876","doi":"","title":"캐나다 캘거리(Calgary)에 나타나는 뉴 어바니즘의 도시공간구조 분석 연구","year":2014,"lang":"ko","type":"article","venue":"대한건축학회 논문집 - 계획계","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Urbanism; Pedestrian; Space (punctuation); New Urbanism; Geography; Sociology; Transport engineering; Computer science; Engineering; Archaeology; Architecture","score_opus":0.009606408105055685,"score_gpt":0.20614757949651588,"score_spread":0.19654117139146018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1771255876","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":[0.5896309,0.001650722,0.00048771265,0.0041115894,0.0025031085,0.000736455,0.00005582623,0.00028579368,0.4005379],"genre_scores_gemma":[0.9583059,0.0007258498,0.0004581556,0.0018398808,0.0009423413,0.00002387378,0.000016931483,0.00007242389,0.03761462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962281,0.00028625986,0.0005572943,0.00091375894,0.0008654278,0.0011491782],"domain_scores_gemma":[0.99837023,0.00021058749,0.00021739323,0.0007178988,0.000023481542,0.00046041323],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006424014,0.0005612043,0.0006533422,0.000057365476,0.0009792926,0.00016827433,0.0007578898,0.0003390907,0.00777382],"category_scores_gemma":[0.0002236962,0.00053147064,0.00034266445,0.0004225503,0.0011248694,0.00027107281,0.00072584354,0.00049929664,0.016289108],"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":[0.00013093524,0.0010952496,0.5181249,0.0001676198,0.0003867389,0.00009718195,0.01235323,0.00008421138,0.004377555,0.017292332,0.29194394,0.1539461],"study_design_scores_gemma":[0.0009796731,0.0003256254,0.5610262,0.000072763054,0.0001242054,0.0000069919133,0.00054047303,0.0008444102,0.00074988353,0.00383217,0.4305336,0.000964042],"about_ca_topic_score_codex":0.0026173263,"about_ca_topic_score_gemma":0.0009829784,"teacher_disagreement_score":0.36867505,"about_ca_system_score_codex":0.00041217465,"about_ca_system_score_gemma":0.000028714334,"threshold_uncertainty_score":0.99971366},"labels":[],"label_agreement":null},{"id":"W1841119447","doi":"","title":"미국과 캐나다 노인밀집도시의 노인주거관련 사회적지원에 관한 연구","year":2011,"lang":"ko","type":"article","venue":"한국가정관리학회지","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Metropolitan area; Work (physics); Rural area; Service (business); Geography; Socioeconomics; Economic growth; Business; Gerontology; Political science; Sociology; Medicine; Marketing; Engineering","score_opus":0.03564592867147607,"score_gpt":0.2093088751682409,"score_spread":0.17366294649676484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1841119447","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":[0.6004603,0.0012181911,0.00009439509,0.00076312374,0.0014266478,0.00046814966,0.000058214224,0.00015437035,0.3953566],"genre_scores_gemma":[0.9739192,0.0009337445,0.00047024208,0.0008154945,0.00035617498,0.000020346668,0.000005565709,0.000047830206,0.023431359],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729955,0.00012735654,0.00041489638,0.0006836296,0.00055394194,0.0009206269],"domain_scores_gemma":[0.9989015,0.000056846904,0.00017111277,0.00052482676,0.000021004209,0.00032470326],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000342702,0.00042228255,0.00045064793,0.000046749676,0.0007259851,0.0000653589,0.0006459407,0.00024596814,0.017199261],"category_scores_gemma":[0.00007625619,0.00040285924,0.0002446238,0.00036260742,0.0009914634,0.0002760435,0.000595504,0.00034690273,0.012963723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105594954,0.0007793672,0.8402698,0.00007037244,0.00022385425,0.00022356764,0.03204075,0.0000034409718,0.00072220905,0.008114348,0.07927991,0.038166802],"study_design_scores_gemma":[0.0005279524,0.00027624992,0.93534166,0.000052287374,0.00009789232,0.0000082358065,0.0021925403,0.000032849945,0.0009977273,0.0034965074,0.056285862,0.00069026666],"about_ca_topic_score_codex":0.0069124335,"about_ca_topic_score_gemma":0.0013280287,"teacher_disagreement_score":0.37345892,"about_ca_system_score_codex":0.00036639743,"about_ca_system_score_gemma":0.000031962743,"threshold_uncertainty_score":0.99984235},"labels":[],"label_agreement":null},{"id":"W1864587562","doi":"10.3968/7341","title":"Analysis of Journal Papers about Studies of Ancient Chinese Villages","year":2015,"lang":"en","type":"article","venue":"Canadian social science","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"China; Settlement (finance); Geography; Space (punctuation); History of China; Distribution (mathematics); History; Archaeology; Ancient history; Computer science","score_opus":0.02391435180257709,"score_gpt":0.2811936420863072,"score_spread":0.2572792902837301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1864587562","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":[0.83212185,0.0005541915,0.0000017618665,0.0001758185,0.00019772847,0.000048681104,0.000017684195,0.000004158219,0.16687813],"genre_scores_gemma":[0.99936503,0.00006109713,0.000046482786,0.00029848525,0.000050212835,0.000001363048,4.775539e-7,0.0000031698914,0.00017368347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984866,0.000039623206,0.00023210442,0.00018189392,0.0006839958,0.00037581022],"domain_scores_gemma":[0.99902827,0.000028961473,0.00016439719,0.000097385084,0.0001241861,0.00055682834],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010559793,0.000093822615,0.00031900292,0.000201716,0.00056463765,0.000022951324,0.0004095181,0.000033151315,0.00018750067],"category_scores_gemma":[0.000687622,0.00007460219,0.00012821826,0.0031611794,0.003125365,0.00014825465,0.000106703024,0.000066760425,0.00000789587],"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":[0.0000035996961,0.000016509899,0.96052146,0.0000028527284,0.00016871675,0.0000066099815,0.028358715,0.000078039055,0.0017353664,0.0006574935,0.0041090036,0.004341611],"study_design_scores_gemma":[0.0001241273,0.000040123396,0.9708395,0.0000044801463,0.000120348144,7.904537e-7,0.01972207,0.000030662548,0.0000605796,0.0001810095,0.008745198,0.00013111519],"about_ca_topic_score_codex":0.013134054,"about_ca_topic_score_gemma":0.072209045,"teacher_disagreement_score":0.16724318,"about_ca_system_score_codex":0.00095900823,"about_ca_system_score_gemma":0.00030010304,"threshold_uncertainty_score":0.99958754},"labels":[],"label_agreement":null},{"id":"W1929441375","doi":"","title":"韓國近代期 日本人移住漁村의 浦口聚落 構造와 住居形態에 관한 硏究 - 慶南 統營ㆍ長承浦港을 對象으로 -","year":2004,"lang":"ko","type":"article","venue":"대한건축학회 논문집 - 계획계","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Quarter (Canadian coin); Geography; Square (algebra); Economy; Archaeology; Mathematics; Economics","score_opus":0.012448910949122342,"score_gpt":0.21674919223000585,"score_spread":0.2043002812808835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1929441375","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":[0.82295597,0.002415783,0.0003081031,0.00790553,0.001414159,0.00094903895,0.00015654198,0.0002978869,0.16359699],"genre_scores_gemma":[0.97874504,0.0011831317,0.0005877682,0.0019678033,0.00064272544,0.00003671122,0.000021183845,0.00008924528,0.016726412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995952,0.000116956595,0.0005587288,0.001009349,0.0010526368,0.0013102934],"domain_scores_gemma":[0.9984678,0.00009102279,0.00024077164,0.000698568,0.000030304562,0.00047153348],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036341927,0.0006659185,0.0006803142,0.00007092383,0.0011418288,0.00020312186,0.0007263682,0.00033589607,0.0042873356],"category_scores_gemma":[0.00007533221,0.00058633724,0.0003123906,0.00065631524,0.0014825558,0.00041544007,0.0005505852,0.00056329794,0.009656153],"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":[0.0008493901,0.0051898854,0.5909234,0.0004939146,0.0020836012,0.0023033777,0.07833221,0.005306996,0.010068352,0.02601076,0.18978064,0.08865746],"study_design_scores_gemma":[0.0044138366,0.0011350738,0.6734415,0.00035071414,0.0003954125,0.000054379096,0.0036907627,0.000063085536,0.0029325355,0.0070485366,0.3040751,0.002399046],"about_ca_topic_score_codex":0.004345934,"about_ca_topic_score_gemma":0.0021413872,"teacher_disagreement_score":0.15578905,"about_ca_system_score_codex":0.0009683995,"about_ca_system_score_gemma":0.0000917276,"threshold_uncertainty_score":0.9996588},"labels":[],"label_agreement":null},{"id":"W1929652874","doi":"","title":"수도권과 비수도권 대학생의 주거비 및 주거비 부모 지원 인식과 실태","year":2014,"lang":"ko","type":"article","venue":"한국생활과학회지","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":4,"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":"Graduation (instrument); Capital (architecture); Quarter (Canadian coin); Business; Capital region; Demographic economics; Socioeconomics; Economics; Geography; Engineering","score_opus":0.008944223494726617,"score_gpt":0.20196682272742172,"score_spread":0.1930225992326951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1929652874","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":[0.5293927,0.0017463055,0.00042609865,0.005679987,0.0024786934,0.0006082855,0.00008088002,0.00020691426,0.45938012],"genre_scores_gemma":[0.9484384,0.00067584566,0.00025310207,0.0017814069,0.0009583087,0.00002071539,0.000008963401,0.00005362599,0.047809605],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968426,0.00022914736,0.00046231895,0.0007548895,0.0007363429,0.0009746801],"domain_scores_gemma":[0.99864596,0.000188815,0.00018920835,0.0005968087,0.000021503196,0.00035769696],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006134244,0.00045493722,0.00055304833,0.00004599944,0.00084766466,0.00014084598,0.0006413702,0.00026303832,0.0076351142],"category_scores_gemma":[0.00020525348,0.00043065439,0.0002790972,0.00035590742,0.00090588647,0.0002415266,0.00059855316,0.0003752192,0.021936288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010094785,0.0008868956,0.30191687,0.00015174934,0.000341467,0.00006972198,0.016896486,0.00013320365,0.0035891116,0.01767561,0.49395806,0.16427988],"study_design_scores_gemma":[0.0008538108,0.00024082087,0.34432307,0.000069645146,0.00010835877,0.0000052508612,0.001172491,0.00039764048,0.0008653836,0.0036684528,0.647418,0.0008770512],"about_ca_topic_score_codex":0.001304647,"about_ca_topic_score_gemma":0.0009169296,"teacher_disagreement_score":0.41904572,"about_ca_system_score_codex":0.00032549188,"about_ca_system_score_gemma":0.000022770726,"threshold_uncertainty_score":0.9998145},"labels":[],"label_agreement":null},{"id":"W1936188885","doi":"","title":"서울지역 고층집합주거 건축계획의 흐름과 특성에 관한 연구","year":2004,"lang":"ko","type":"article","venue":"대한건축학회 논문집 - 계획계","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Apartment; Capitalism; Architecture; Prestige; Residence; Population; Style (visual arts); Quarter (Canadian coin); Economy; Sociology; Geography; Economic geography; Economic growth; Political science; Civil engineering; Engineering; Politics; Economics; Demography","score_opus":0.01258107401042695,"score_gpt":0.2171329461881288,"score_spread":0.20455187217770185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1936188885","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":[0.8718062,0.0018283612,0.000100977726,0.0051122373,0.0015545391,0.0005763176,0.00009204062,0.00019440879,0.1187349],"genre_scores_gemma":[0.981007,0.0012194813,0.0003552284,0.0012118537,0.0006346139,0.000020917418,0.000012020992,0.000056594312,0.015482297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968584,0.0000932466,0.00046964968,0.0007642197,0.0007855234,0.0010289435],"domain_scores_gemma":[0.998837,0.000068718655,0.00016987277,0.0005386239,0.000019009236,0.0003667833],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031311737,0.0004838212,0.0005085211,0.000051306128,0.0009248241,0.00014301245,0.0006141533,0.00028132254,0.0047349315],"category_scores_gemma":[0.00009587107,0.00046819315,0.00030301188,0.00048252346,0.0010256878,0.000290287,0.00055312825,0.00044223072,0.012880933],"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":[0.00025191152,0.003375587,0.6458683,0.00029310587,0.000912935,0.001003972,0.0649094,0.002126009,0.010707105,0.031236358,0.15977612,0.07953922],"study_design_scores_gemma":[0.0024522438,0.00044549484,0.8247585,0.00016759174,0.00019479475,0.000021757052,0.0034361905,0.000050484392,0.002594364,0.011030778,0.15338144,0.0014663605],"about_ca_topic_score_codex":0.004082068,"about_ca_topic_score_gemma":0.0010253352,"teacher_disagreement_score":0.17889023,"about_ca_system_score_codex":0.0008890911,"about_ca_system_score_gemma":0.000060543167,"threshold_uncertainty_score":0.99977696},"labels":[],"label_agreement":null},{"id":"W1936330435","doi":"","title":"캐나다 이주민 거주지역의 초기 집중과 공간적 확산","year":2010,"lang":"ko","type":"article","venue":"한국정책연구","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Metropolitan area; Geography; Census; Regional science; Demography; Sociology; Population; Archaeology","score_opus":0.007922555054454713,"score_gpt":0.21277091380420038,"score_spread":0.20484835874974566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1936330435","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":[0.78478366,0.0003704704,0.000019795572,0.0022488837,0.002385216,0.00026313198,0.00005266215,0.000089723675,0.20978647],"genre_scores_gemma":[0.96818054,0.00030513803,0.00030794393,0.0008580315,0.00076578115,0.000010905762,0.0000062239856,0.00003154143,0.029533885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980075,0.000057405647,0.00028220692,0.0004995492,0.0004926133,0.00066073117],"domain_scores_gemma":[0.999101,0.00008497711,0.000107413274,0.00043187925,0.0000136014205,0.0002611397],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030072077,0.00029155012,0.00032425366,0.00002753858,0.00063845346,0.000101395555,0.00047764726,0.00024229322,0.012863066],"category_scores_gemma":[0.00011767329,0.00027302557,0.00017768983,0.0002458792,0.0008871482,0.00018081158,0.00042196733,0.0005648679,0.013847478],"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":[0.00004230065,0.00055873865,0.6395881,0.00004552989,0.00014654857,0.0000965416,0.011563528,0.000010730995,0.02042246,0.008083247,0.23778935,0.081652895],"study_design_scores_gemma":[0.00042718853,0.00009088136,0.55765134,0.000016740394,0.00005141996,0.0000055260316,0.00077115133,0.000061488405,0.0014016327,0.0019090788,0.4371103,0.0005032756],"about_ca_topic_score_codex":0.0017006854,"about_ca_topic_score_gemma":0.0026916342,"teacher_disagreement_score":0.19932096,"about_ca_system_score_codex":0.00012402232,"about_ca_system_score_gemma":0.00002354333,"threshold_uncertainty_score":0.99997216},"labels":[],"label_agreement":null},{"id":"W1946834029","doi":"","title":"나주시 옛 영산포 시가지의 경관변용과 주민의식에 관한 연구","year":2007,"lang":"ko","type":"article","venue":"대한건축학회 논문집 - 계획계","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Quarter (Canadian coin); Demolition; Field survey; Geography; Style (visual arts); Colonial period; Socioeconomics; Archaeology; Colonialism; Cartography; Sociology","score_opus":0.013641950697245383,"score_gpt":0.23596174345761914,"score_spread":0.22231979276037375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1946834029","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":[0.78067154,0.0016267332,0.00020301489,0.0014225115,0.0016690567,0.0004696969,0.00005590313,0.00015485144,0.2137267],"genre_scores_gemma":[0.9675814,0.000737654,0.000324547,0.0012016343,0.0008274492,0.000008294434,0.000010664936,0.00005467819,0.02925368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964702,0.00009747768,0.0005665675,0.0007452389,0.00085271546,0.0012678097],"domain_scores_gemma":[0.99864274,0.0001899237,0.00019428994,0.00052578986,0.000021850281,0.0004254293],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008983225,0.000470855,0.0004989717,0.00006700655,0.0008962084,0.00011632469,0.00059827714,0.00033295638,0.00663396],"category_scores_gemma":[0.00012552303,0.00045758454,0.00029278477,0.00052235014,0.0010122613,0.00024434627,0.00055263314,0.00048449473,0.00931616],"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":[0.00015736798,0.0008441684,0.7069079,0.00008591161,0.0002862646,0.0004171842,0.017175153,0.000034773813,0.005227218,0.004111057,0.12687588,0.13787709],"study_design_scores_gemma":[0.00066415605,0.00017725963,0.8233475,0.000048858208,0.00007984311,0.000009053912,0.0021174622,0.00003811703,0.0016019737,0.001173094,0.17005768,0.00068496884],"about_ca_topic_score_codex":0.0023998795,"about_ca_topic_score_gemma":0.001598222,"teacher_disagreement_score":0.18690987,"about_ca_system_score_codex":0.0006244559,"about_ca_system_score_gemma":0.000030531028,"threshold_uncertainty_score":0.99978757},"labels":[],"label_agreement":null},{"id":"W1951130872","doi":"","title":"청소년수련관의 공간분포특성과 개선방안 연구","year":2012,"lang":"ko","type":"article","venue":"대한건축학회 논문집 - 계획계","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Distribution (mathematics); Scale (ratio); Political science; Geography; Sociology; Economic growth; Business; Socioeconomics","score_opus":0.019237458194712013,"score_gpt":0.2314693509317993,"score_spread":0.21223189273708729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1951130872","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":[0.7511295,0.005354415,0.00004951993,0.0017908767,0.0027167741,0.0004485305,0.000074697906,0.00014048968,0.23829521],"genre_scores_gemma":[0.9692819,0.0009528698,0.00020824689,0.0008620725,0.0012912258,0.000018810768,0.000009636053,0.000047696456,0.027327506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970964,0.00014423767,0.00037797441,0.00045474828,0.000659237,0.0012673811],"domain_scores_gemma":[0.9987862,0.00010550474,0.00014937963,0.00045913,0.000012515297,0.0004872808],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005023708,0.00040033332,0.00042321192,0.000039424245,0.0008593836,0.00008820747,0.0004563077,0.00024400816,0.010388997],"category_scores_gemma":[0.00009542569,0.0003770096,0.00023988864,0.00035337094,0.0007192762,0.00044287211,0.0005646826,0.00035219715,0.020271543],"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":[0.00002730747,0.0005845714,0.8052397,0.000038514154,0.00013722041,0.000016524215,0.015138146,0.000005821562,0.0014589262,0.0034834826,0.14281541,0.031054374],"study_design_scores_gemma":[0.0003823102,0.00008030794,0.6926114,0.000028231983,0.00008366626,0.0000055346795,0.0014129222,0.00002750847,0.0005729753,0.0005122513,0.3037447,0.0005381831],"about_ca_topic_score_codex":0.0014307653,"about_ca_topic_score_gemma":0.00017888354,"teacher_disagreement_score":0.21815245,"about_ca_system_score_codex":0.00042874203,"about_ca_system_score_gemma":0.000018789018,"threshold_uncertainty_score":0.99986815},"labels":[],"label_agreement":null},{"id":"W1990124841","doi":"10.1002/atr.101","title":"Analysis of travel patterns between road and transit‐oriented development areas","year":2010,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transport engineering; Metropolitan area; Public transport; Transit (satellite); Traffic congestion; Investment (military); Business; Modal; Modal shift; SMA*; Geography; Computer science; Engineering; Political science","score_opus":0.007582559949535744,"score_gpt":0.2284498191772529,"score_spread":0.22086725922771716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990124841","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":[0.99431753,0.000023060335,0.005386505,0.00004630558,0.00006581827,0.000051479863,0.000017668055,0.0000029143432,0.0000887421],"genre_scores_gemma":[0.99741954,0.000049525686,0.0024595642,0.0000117593845,0.000020337899,9.238396e-7,0.000017394417,0.000004721029,0.000016229276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991217,0.000010671246,0.00041605267,0.00009184296,0.00026710302,0.0000926243],"domain_scores_gemma":[0.9995617,0.000023227356,0.00026785853,0.00004443942,0.000031805703,0.000070952054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014302217,0.00007966288,0.00027170367,0.00007912738,0.00006007709,0.0000035540736,0.000058395915,0.000038221944,0.000096646225],"category_scores_gemma":[0.00000745706,0.0000682686,0.00009600268,0.0002606639,0.00006994536,0.0001640906,0.00000170697,0.000119028824,5.464274e-7],"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":[0.000032519325,0.000040559262,0.9394624,0.0000071342165,0.00026153246,0.0000046736313,0.010594988,0.0009945603,0.007487686,0.000016067457,0.000002103126,0.041095782],"study_design_scores_gemma":[0.00038970978,0.000044339915,0.9952746,0.000009559739,0.00038679858,5.016398e-7,0.000927072,0.0000066771036,0.0026227254,0.000035125628,0.00023250177,0.00007038062],"about_ca_topic_score_codex":0.000058910337,"about_ca_topic_score_gemma":0.0019856258,"teacher_disagreement_score":0.055812214,"about_ca_system_score_codex":0.000022935701,"about_ca_system_score_gemma":0.000008885945,"threshold_uncertainty_score":0.27839127},"labels":[],"label_agreement":null},{"id":"W2009791447","doi":"10.5804/lhij.2012.3.4.379","title":"Analysis on the Structural Change of Chonsei and Monthly Rent Market","year":2012,"lang":"en","type":"article","venue":"LHI Journal of Land Housing and Urban Affairs","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Renting; Real estate; Rental housing; Residence; Business; Population; Quarter (Canadian coin); Survey data collection; Economics; Demographic economics; Finance; Geography; Engineering","score_opus":0.019078406535683334,"score_gpt":0.22322310745652382,"score_spread":0.2041447009208405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009791447","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":[0.99069595,0.0016665264,0.000004223909,0.00046132976,0.0000745412,0.0000417848,0.000005301027,0.000002909111,0.007047428],"genre_scores_gemma":[0.9993567,0.0002446419,0.000053176285,0.00006603605,0.00016068287,4.597691e-7,2.9122035e-7,0.0000045604775,0.000113470865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937266,0.0000621427,0.00016235505,0.00006358298,0.00019277321,0.00014646622],"domain_scores_gemma":[0.9995955,0.000075224976,0.0001749159,0.00006408033,0.000008247556,0.00008199801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003351828,0.00008274247,0.00020703045,0.000044418415,0.00016436569,0.000020479541,0.00006216499,0.00002808226,0.00012415122],"category_scores_gemma":[0.000023820474,0.000045762863,0.000075273674,0.00013962958,0.00018306111,0.00010012549,0.000047688838,0.00009568788,6.8742276e-7],"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":[0.00004591062,0.000017966442,0.98965514,0.0000041813096,0.00014345151,0.0000017242977,0.0047666263,0.000011952619,0.00002276734,0.000035054916,0.0029858805,0.0023093284],"study_design_scores_gemma":[0.00019369888,0.00008560351,0.9959603,0.00002384688,0.00020417942,0.0000036085896,0.0015236291,0.000118032796,0.000030342553,0.000083255974,0.0017015616,0.0000719742],"about_ca_topic_score_codex":0.00017898751,"about_ca_topic_score_gemma":0.00007699512,"teacher_disagreement_score":0.008660724,"about_ca_system_score_codex":0.000027047428,"about_ca_system_score_gemma":0.0000020394627,"threshold_uncertainty_score":0.18661554},"labels":[],"label_agreement":null},{"id":"W2118947320","doi":"","title":"광역시 주택가격 변화의 특징과 요인 분석","year":2008,"lang":"ko","type":"article","venue":"국토연구","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Metropolitan area; House price; Falling (accident); Economics; Demographic economics; Price index; Panel data; Population; Quarter (Canadian coin); Geography; Econometrics; Demography","score_opus":0.022889939409549774,"score_gpt":0.20957289314373395,"score_spread":0.18668295373418417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118947320","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":[0.691877,0.0017057819,0.000026358577,0.0016744422,0.000698128,0.00020498598,0.000031753738,0.00007474957,0.30370682],"genre_scores_gemma":[0.94734734,0.0018504054,0.00014881266,0.0007009907,0.0003680351,0.0000063464186,0.0000036477447,0.00002132579,0.049553063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983797,0.00006174194,0.00022506532,0.000376708,0.00043693528,0.00051985995],"domain_scores_gemma":[0.9994278,0.000048734993,0.0000743755,0.00026163168,0.000008443285,0.00017904355],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001259089,0.00022053732,0.00026407075,0.000019861485,0.0009339193,0.000026347143,0.00029133554,0.00012453552,0.005992166],"category_scores_gemma":[0.00004805053,0.00020965825,0.00014696519,0.00023099473,0.00084080774,0.00013037458,0.0002783982,0.00019533225,0.01184858],"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":[0.000032894513,0.00036936917,0.5749867,0.000022632756,0.00010717755,0.0002830607,0.015449922,0.000027512206,0.00092617824,0.0017350722,0.38777247,0.018287024],"study_design_scores_gemma":[0.00036919836,0.000093081995,0.7894846,0.00001619918,0.000025841502,0.000013622642,0.00082214636,0.00003210753,0.00038196138,0.0005935292,0.20781113,0.000356541],"about_ca_topic_score_codex":0.0015802415,"about_ca_topic_score_gemma":0.00028843436,"teacher_disagreement_score":0.2554704,"about_ca_system_score_codex":0.00023247337,"about_ca_system_score_gemma":0.000021053625,"threshold_uncertainty_score":0.9949165},"labels":[],"label_agreement":null},{"id":"W216042340","doi":"","title":"저출산 대응 공공서비스 관점에서 본 「토론토 출산지원센터」 현지조사연구","year":2015,"lang":"ko","type":"article","venue":"한국주거학회논문집","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Birth rate; Coping (psychology); Psychology; Political science; Sociology; Demography; Research methodology; Population; Clinical psychology","score_opus":0.0404816636603977,"score_gpt":0.24165865048466478,"score_spread":0.20117698682426707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W216042340","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":[0.5180226,0.0044250125,0.00010311805,0.003932699,0.0027703806,0.00056191627,0.000098076365,0.00020988937,0.46987632],"genre_scores_gemma":[0.9562246,0.00053570216,0.0003288953,0.0011704805,0.00082853483,0.000018729535,0.000012693204,0.000052758063,0.04082759],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685436,0.00016981443,0.00043604354,0.00067963,0.00093464495,0.0009254852],"domain_scores_gemma":[0.998545,0.00007998432,0.00016801697,0.0005327945,0.00003712297,0.0006371101],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005961554,0.00043012018,0.0004899884,0.00004670477,0.00047162734,0.00013505982,0.00061162206,0.00025626025,0.003786162],"category_scores_gemma":[0.00021181701,0.0004088501,0.00021993571,0.00044174114,0.0008930953,0.00029349833,0.00068627525,0.00036111113,0.020152392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096501,0.0005320337,0.29773867,0.000040869963,0.00018572368,0.00017209271,0.020984294,0.0000902644,0.00052916736,0.003434415,0.63181967,0.044376317],"study_design_scores_gemma":[0.0014809223,0.0003854696,0.24081787,0.00005959799,0.00012842692,0.000014824657,0.0056908564,0.00020986366,0.00051034865,0.004508875,0.74516445,0.0010284944],"about_ca_topic_score_codex":0.0029151146,"about_ca_topic_score_gemma":0.0008194991,"teacher_disagreement_score":0.43820202,"about_ca_system_score_codex":0.0006728986,"about_ca_system_score_gemma":0.00007576155,"threshold_uncertainty_score":0.9998363},"labels":[],"label_agreement":null},{"id":"W2170296961","doi":"","title":"강남역주변 번화가의 건물틈새공간을 이용한 새로운 상가형성을 위한 연구 ( A study on the planning of new commercial street making use of spaces among the buildings in amusement quarter around Gang-Nam station )","year":2002,"lang":"ko","type":"article","venue":"대한건축학회 학술발표대회 논문집 - 계획계","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Amusement; Architectural engineering; Geography; Environmental planning; Engineering; Civil engineering; Archaeology","score_opus":0.08485773074095995,"score_gpt":0.28500287438195054,"score_spread":0.2001451436409906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170296961","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":[0.99526024,0.00020654868,0.000070090144,0.0015728453,0.00026082396,0.0013473746,0.000052318566,0.00002242945,0.0012073198],"genre_scores_gemma":[0.99882007,0.000092707116,0.000072337934,0.00035151004,0.00017140468,0.000032522606,0.0000040861228,0.00003610049,0.00041927682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963961,0.0005111375,0.00084072654,0.0005308259,0.0010981495,0.0006230364],"domain_scores_gemma":[0.99790823,0.0007452284,0.0006874628,0.0005369367,0.000029262808,0.000092891685],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008446833,0.00043972343,0.0005962415,0.00011673286,0.000573658,0.00019403452,0.00060254097,0.00012893644,0.00049428706],"category_scores_gemma":[0.00015770503,0.00030455628,0.00017914297,0.0005993686,0.00078637473,0.00037978435,0.00032898024,0.00047093618,0.00003987449],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007846068,0.00072805583,0.86053336,0.000019336814,0.00014099777,0.000014070731,0.12591691,0.0012014732,0.00014474458,0.00024918062,0.008499062,0.002474343],"study_design_scores_gemma":[0.0008621707,0.0006879611,0.9077091,0.00025198856,0.00011024494,4.002662e-7,0.08813171,0.0008098491,0.000105668325,0.00015868875,0.0008739091,0.00029830157],"about_ca_topic_score_codex":0.013293763,"about_ca_topic_score_gemma":0.008932688,"teacher_disagreement_score":0.04717574,"about_ca_system_score_codex":0.0003325692,"about_ca_system_score_gemma":0.000017529837,"threshold_uncertainty_score":0.99994063},"labels":[],"label_agreement":null},{"id":"W2170926501","doi":"10.3141/1985-19","title":"Incorporating Within-Household Interactions into Mode Choice Model with Genetic Algorithm for Parameter Estimation","year":2006,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":33,"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 Toronto","funders":"","keywords":"Estimation; Genetic algorithm; Mode (computer interface); Mode choice; Algorithm; Computer science; Estimation theory; Econometrics; Mathematical optimization; Engineering; Transport engineering; Machine learning; Mathematics","score_opus":0.07204456410632533,"score_gpt":0.35916840356561847,"score_spread":0.28712383945929315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170926501","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":[0.769337,0.00003351458,0.22821586,0.0009795314,0.00016023863,0.0009703302,0.000055229382,0.000026654,0.0002216381],"genre_scores_gemma":[0.81036407,0.000032621694,0.18852605,0.000037614554,0.00013211934,0.00012978767,0.000020539666,0.000049686358,0.0007075353],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9952816,0.00036845895,0.0010369606,0.00037869005,0.002349594,0.00058473455],"domain_scores_gemma":[0.99741185,0.00087156636,0.0004994816,0.00028037943,0.0007394062,0.0001973274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015764001,0.00022560706,0.00032996916,0.00030302012,0.0010294106,0.00013453163,0.00058555277,0.00010585992,0.00007826141],"category_scores_gemma":[0.00010373956,0.00016246179,0.00023099333,0.0011390479,0.00082864537,0.00071588263,0.000009783386,0.0010876697,0.000010494067],"study_design_candidate":"simulation_or_modeling","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":[0.00062955444,0.00039943104,0.23326689,0.00010805713,0.00012784782,0.000028195858,0.0035188398,0.724473,0.002130676,0.0014357101,0.008740848,0.025140967],"study_design_scores_gemma":[0.0018685116,0.0006680743,0.70127696,0.00021370819,0.00010312418,8.263922e-7,0.0012133302,0.24091683,0.0012089626,0.05083889,0.001348027,0.00034272825],"about_ca_topic_score_codex":0.038072616,"about_ca_topic_score_gemma":0.18945116,"teacher_disagreement_score":0.48355615,"about_ca_system_score_codex":0.00045925117,"about_ca_system_score_gemma":0.0001988822,"threshold_uncertainty_score":0.96833295},"labels":[],"label_agreement":null},{"id":"W2205793472","doi":"","title":"노인의 가사노동 기여도에 대한 비교문화적 연구","year":2005,"lang":"ko","type":"article","venue":"한국가정관리학회지","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Time-use survey; Work (physics); Productivity; Survey data collection; Demographic economics; Welfare; Official statistics; Paid work; Economic growth; Economics; Statistics","score_opus":0.01193368347306116,"score_gpt":0.21955667673659887,"score_spread":0.20762299326353773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205793472","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":[0.6297299,0.0038921158,0.000131421,0.010285679,0.0011403069,0.0005573321,0.00007444724,0.00019987496,0.3539889],"genre_scores_gemma":[0.94408125,0.000994179,0.0005740727,0.0017971263,0.0010330755,0.000015293686,0.0000060125453,0.000036918376,0.05146206],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756384,0.00009703629,0.00037203656,0.0005817971,0.00056937983,0.0008159174],"domain_scores_gemma":[0.9991055,0.00007439275,0.00012864298,0.00041316552,0.000014398487,0.00026390597],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029216113,0.00035661188,0.00038196702,0.000036077417,0.00067575136,0.000097777265,0.00047560944,0.00020154825,0.010299073],"category_scores_gemma":[0.000057925095,0.0003486561,0.00020969028,0.00031496718,0.0006922937,0.00028546515,0.00043663743,0.0003116061,0.02054848],"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":[0.000084202984,0.0009846073,0.26642185,0.00006940355,0.00023676766,0.000105186315,0.021933572,0.00028649633,0.0017577118,0.0061988938,0.3366659,0.3652554],"study_design_scores_gemma":[0.0006095481,0.00014704821,0.36687213,0.000041525753,0.00007026353,0.000006353857,0.0013947658,0.00024514346,0.00065747363,0.0007030888,0.62862813,0.0006245103],"about_ca_topic_score_codex":0.0012077318,"about_ca_topic_score_gemma":0.0017858208,"teacher_disagreement_score":0.36463088,"about_ca_system_score_codex":0.000565634,"about_ca_system_score_gemma":0.000029205441,"threshold_uncertainty_score":0.9998965},"labels":[],"label_agreement":null},{"id":"W2206192319","doi":"","title":"잿빛 도시의 한 작은 텃밭: 시민운동의 상근자들, 그들은 누구인가?","year":2004,"lang":"ko","type":"article","venue":"현상과인식","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Identity (music); Democracy; Natural (archaeology); Political science; Public relations; State (computer science); Social movement; Work (physics); Quarter (Canadian coin); Sociology; Politics; Aesthetics; History; Engineering; Law","score_opus":0.01163886328676909,"score_gpt":0.21327341664156158,"score_spread":0.2016345533547925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2206192319","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":[0.7266471,0.0036137525,0.00018428577,0.005749038,0.0016441601,0.0005268576,0.0000781071,0.00017841953,0.2613783],"genre_scores_gemma":[0.9763062,0.000912086,0.00033280652,0.0016328824,0.00051999075,0.00001324107,0.000006690945,0.000036636007,0.020239493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774677,0.00005990876,0.00032663738,0.0005497832,0.0005698473,0.0007470776],"domain_scores_gemma":[0.9992429,0.000045471163,0.000112676855,0.00037546072,0.000012368729,0.00021113218],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022279113,0.0003308246,0.00035736838,0.000032107615,0.00084677455,0.00013040978,0.00043287696,0.00019033611,0.0034523325],"category_scores_gemma":[0.00006544909,0.00031748807,0.00021128263,0.00034183598,0.00097429915,0.00020648273,0.0003964952,0.00029195484,0.013131641],"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":[0.00019119911,0.0028561614,0.48979676,0.00023995669,0.0006976879,0.00074918405,0.08317139,0.0016420471,0.0072479793,0.045589037,0.23302323,0.13479537],"study_design_scores_gemma":[0.0016662801,0.00030583184,0.58460814,0.00011466426,0.00010832688,0.000010537989,0.0025680866,0.000021499312,0.0018412401,0.011636566,0.39614794,0.00097089785],"about_ca_topic_score_codex":0.0037685176,"about_ca_topic_score_gemma":0.001499457,"teacher_disagreement_score":0.24965909,"about_ca_system_score_codex":0.00064966676,"about_ca_system_score_gemma":0.00004945736,"threshold_uncertainty_score":0.9999277},"labels":[],"label_agreement":null},{"id":"W2221710180","doi":"","title":"창원시 3개 통합 지역 내 단독주택지 비교분석 연구","year":2010,"lang":"ko","type":"article","venue":"대한건축학회 학술발표대회 논문집 - 계획계","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Quarter (Canadian coin); GRASP; Geography; Engineering; Archaeology","score_opus":0.009048115798272027,"score_gpt":0.21691011380465644,"score_spread":0.2078619980063844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2221710180","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":[0.8183988,0.000794773,0.00003520022,0.0029473882,0.0038352963,0.0005621683,0.00012344921,0.00019589711,0.17310706],"genre_scores_gemma":[0.95481217,0.00059944746,0.0004640112,0.0012525867,0.0012369424,0.000030585652,0.00001713893,0.000077651,0.041509494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961357,0.00013265682,0.0005821808,0.0009720067,0.00092955073,0.0012478759],"domain_scores_gemma":[0.9981825,0.0001698688,0.00024068964,0.00085204793,0.000033667515,0.00052125455],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005561122,0.0006090362,0.00063023623,0.000068522284,0.0011444349,0.00022374718,0.0009320541,0.0004948579,0.016904604],"category_scores_gemma":[0.0002225366,0.00058002287,0.0003731807,0.00049586844,0.0015944992,0.0003602102,0.00080417085,0.0010811401,0.01566165],"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":[0.00010941156,0.0012228645,0.5642155,0.000112877024,0.0003635979,0.00022354351,0.015830701,0.000028837372,0.036965504,0.012660619,0.28059778,0.08766879],"study_design_scores_gemma":[0.00085095403,0.0001899475,0.5138529,0.000039948336,0.00011985083,0.000014752849,0.0010024237,0.000134929,0.0018249038,0.002679643,0.47830212,0.0009875968],"about_ca_topic_score_codex":0.0030022245,"about_ca_topic_score_gemma":0.0039409203,"teacher_disagreement_score":0.19770436,"about_ca_system_score_codex":0.00025624348,"about_ca_system_score_gemma":0.00005528469,"threshold_uncertainty_score":0.99966514},"labels":[],"label_agreement":null},{"id":"W2222625092","doi":"","title":"패널 VAR모형을 이용한 한국 주택 매매, 전세시장에 관한 연구","year":2015,"lang":"ko","type":"article","venue":"한국주거환경학회 논문집 <주거환경>","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Interest rate; Financial crisis; Metropolitan area; Quarter (Canadian coin); Database transaction; Economics; Capital market; Lease; Business; Monetary economics; Finance; Macroeconomics","score_opus":0.03574116421426949,"score_gpt":0.2390820870510674,"score_spread":0.20334092283679792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2222625092","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":[0.75842637,0.0039259787,0.00016413062,0.00456441,0.0031926616,0.0008909156,0.00016045329,0.0003345753,0.22834052],"genre_scores_gemma":[0.9726308,0.001018157,0.00050007773,0.0018759059,0.0011678741,0.000037139296,0.000021399626,0.000097505705,0.022651168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950085,0.00031688824,0.00071843603,0.0010907828,0.0014038279,0.0014615267],"domain_scores_gemma":[0.9976387,0.00017125001,0.0002966654,0.00085632346,0.00006889452,0.0009681388],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00095289387,0.0007163732,0.0008081754,0.00008546223,0.0007919753,0.00024062158,0.0009899142,0.00037039106,0.005183365],"category_scores_gemma":[0.00034688957,0.0006912003,0.00036400324,0.00071395654,0.0012545167,0.00048319506,0.0010044519,0.00059824483,0.01833982],"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":[0.0001664289,0.00088299403,0.6731206,0.000068112466,0.00032566072,0.00027321867,0.019104503,0.000166244,0.001005694,0.0049546603,0.27913544,0.020796468],"study_design_scores_gemma":[0.0035484135,0.0008320621,0.5365018,0.00017074491,0.0003359817,0.000040541272,0.00695588,0.0007298182,0.0014470858,0.012813414,0.43427566,0.0023485874],"about_ca_topic_score_codex":0.0041050627,"about_ca_topic_score_gemma":0.0013935285,"teacher_disagreement_score":0.21420442,"about_ca_system_score_codex":0.0010364152,"about_ca_system_score_gemma":0.00013491219,"threshold_uncertainty_score":0.9995539},"labels":[],"label_agreement":null},{"id":"W2268871581","doi":"","title":"[논문] 무장애 주택설계에 관한 국내외 국가표준의 비교 연구","year":2010,"lang":"ko","type":"article","venue":"한국의료복지시설학회지","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Bedroom; Dimension (graph theory); Apartment; Bathtub; China; Living room; Geography; Business; Engineering; Political science; Architectural engineering; Civil engineering; Mathematics; Law","score_opus":0.008587185255325163,"score_gpt":0.21439404840745233,"score_spread":0.20580686315212715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268871581","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":[0.8403123,0.0006065577,0.000035156583,0.0028145353,0.0035462396,0.00044163165,0.00009333539,0.00015822926,0.15199202],"genre_scores_gemma":[0.96880096,0.00047880955,0.0004385295,0.0011816764,0.001113263,0.000022803382,0.0000116956035,0.000059502272,0.027892774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99687785,0.00009902965,0.00046324357,0.000787982,0.0007546311,0.0010172578],"domain_scores_gemma":[0.9985356,0.00013076543,0.00018532759,0.0006892039,0.000025583216,0.00043352667],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047138936,0.00047945543,0.0004954669,0.00005335198,0.00091111043,0.00016976942,0.0007711242,0.0003825293,0.015480056],"category_scores_gemma":[0.0001787863,0.00045830433,0.00029375133,0.00038590367,0.0013216968,0.00028795027,0.00066485244,0.00090082013,0.014608975],"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":[0.000060949682,0.0007150317,0.71088743,0.00006207743,0.00020709667,0.00013544527,0.011232261,0.0000131324905,0.014832477,0.008685976,0.16661191,0.08655621],"study_design_scores_gemma":[0.0006849264,0.00014285052,0.7088661,0.000030895837,0.00009040997,0.000012147505,0.0011958597,0.00011390377,0.0015381748,0.0027437273,0.28375635,0.00082464435],"about_ca_topic_score_codex":0.0025963383,"about_ca_topic_score_gemma":0.0033962205,"teacher_disagreement_score":0.12848866,"about_ca_system_score_codex":0.00018855007,"about_ca_system_score_gemma":0.000045673496,"threshold_uncertainty_score":0.99978685},"labels":[],"label_agreement":null},{"id":"W2288938969","doi":"10.14288/1.0108744","title":"A life cycle analysis of the Geography Building","year":2015,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Geography; Regional science","score_opus":0.008898546198261427,"score_gpt":0.16811612959071853,"score_spread":0.15921758339245712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2288938969","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":[0.9912344,0.00007816391,0.00007871699,0.00008212789,0.000043592197,0.0000678768,0.00004035311,0.000013935524,0.00836081],"genre_scores_gemma":[0.9995605,0.000025335465,0.00016459201,0.00005385287,0.000006005786,1.03337406e-7,0.0000011730417,0.0000029442033,0.00018554267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933714,0.000041341773,0.00007081741,0.00015821315,0.0002697695,0.00012269235],"domain_scores_gemma":[0.9995866,0.0000175536,0.00009534872,0.00015988175,0.000024979514,0.0001156831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014815186,0.000022274204,0.00018851261,0.000022492692,0.00018067875,0.000016189864,0.00029336326,0.00003710893,0.00020905629],"category_scores_gemma":[0.000053845073,0.000060332502,0.00021577881,0.0009639006,0.0005631733,0.000101650236,0.00029112893,0.00004816345,0.0000071068253],"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":[0.0000022982786,0.000049498904,0.96049577,0.0000031270006,0.0002029729,0.0000037530917,0.00052071834,0.0003129273,0.000030080599,0.0000013991298,0.005849077,0.032528397],"study_design_scores_gemma":[0.00021353025,0.000014419541,0.9969864,0.000008376706,0.00022967388,4.826732e-7,0.0015522743,0.0002880496,3.232311e-7,0.00023954111,0.00040146295,0.00006550238],"about_ca_topic_score_codex":0.29138494,"about_ca_topic_score_gemma":0.30258027,"teacher_disagreement_score":0.036490615,"about_ca_system_score_codex":0.000052178315,"about_ca_system_score_gemma":0.000015431771,"threshold_uncertainty_score":0.7133338},"labels":[],"label_agreement":null},{"id":"W2289675270","doi":"","title":"5813 A Study on the Dwelling Conditions of the Histrical Quarter in ETHIOPIA","year":2001,"lang":"en","type":"article","venue":"Summaries of technical papers of Annual Meeting Architectural Institute of Japan. E-2, Architectural planning and design II, Dwelling houses and housing sites, rural planning, education","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography; Archaeology","score_opus":0.024585534825782948,"score_gpt":0.26847778308249104,"score_spread":0.24389224825670808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289675270","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":[0.99637675,0.00080248277,0.00007358368,0.00064832106,0.00013385601,0.0006255251,0.000020776684,0.000048815287,0.0012699044],"genre_scores_gemma":[0.99848396,0.000044711764,0.0012394733,0.00008197273,0.000059703823,0.000013888916,0.000010494979,0.000020252832,0.00004553152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769944,0.00024709792,0.00082066655,0.00037341614,0.00048365418,0.00037569812],"domain_scores_gemma":[0.99787724,0.0010905926,0.0006151267,0.00027766338,0.000054574317,0.000084806976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006888273,0.00033805406,0.00059318205,0.00017119183,0.0007948069,0.00003512311,0.0003845844,0.00013328844,0.000007971835],"category_scores_gemma":[0.0005469457,0.00021929985,0.00014507903,0.0004754681,0.0019518253,0.00013601025,0.00022297447,0.00057443127,3.1551278e-7],"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":[0.000891038,0.0005438399,0.7935475,0.00013459704,0.00011687014,0.00000423359,0.05476351,0.12778895,0.016715126,0.00044181373,0.0005468863,0.004505612],"study_design_scores_gemma":[0.0010658711,0.0023235544,0.95793915,0.0028079404,0.00023364768,0.000067380344,0.028061293,0.0010114689,0.0025103784,0.0025783195,0.0006348208,0.0007661478],"about_ca_topic_score_codex":0.0034319488,"about_ca_topic_score_gemma":0.00043057455,"teacher_disagreement_score":0.16439165,"about_ca_system_score_codex":0.0000565826,"about_ca_system_score_gemma":0.00006649503,"threshold_uncertainty_score":0.8942788},"labels":[],"label_agreement":null},{"id":"W2290594599","doi":"10.14288/1.0096000","title":"Chronic mental patients in three-quarter way housing : effect on quality of life","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Quarter (Canadian coin); Quality (philosophy); Quality of life (healthcare); Psychology; Gerontology; Medicine; History; Psychotherapist","score_opus":0.006978251498935536,"score_gpt":0.1811209929417593,"score_spread":0.17414274144282377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290594599","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":[0.99555385,0.000013373549,0.000004627396,0.000028515296,0.00013158422,0.00021387966,0.000047038753,0.000014300102,0.003992805],"genre_scores_gemma":[0.9998659,0.000009130732,0.000026319833,0.000017890094,0.000016943011,2.8080478e-7,0.0000053777003,0.000005671495,0.000052477375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914026,0.000060271504,0.000118117234,0.00022725701,0.0002740696,0.0001800428],"domain_scores_gemma":[0.99962926,0.00004605699,0.0001063662,0.00013824555,0.000011085227,0.00006900469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022044935,0.000039454484,0.00023384712,0.000014898726,0.00015678805,0.000014423129,0.00018166091,0.00007227884,0.00040609526],"category_scores_gemma":[0.000033376018,0.000113333794,0.00008799079,0.00014288787,0.0004428828,0.00013784609,0.00014188986,0.00013953655,0.00003624001],"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":[0.000013339255,0.00011464772,0.83725584,0.000018056988,0.000009510087,0.0000031018635,0.00029121354,0.0000020472062,0.0005064794,6.147557e-7,0.00072905625,0.16105612],"study_design_scores_gemma":[0.0012722366,0.00023301879,0.9980035,0.00003232877,0.000006139196,1.7392996e-7,0.00019670831,0.000018707848,0.000003884826,0.00006155357,0.00006223171,0.00010951521],"about_ca_topic_score_codex":0.23207968,"about_ca_topic_score_gemma":0.86137694,"teacher_disagreement_score":0.62929726,"about_ca_system_score_codex":0.0001613077,"about_ca_system_score_gemma":0.00001084162,"threshold_uncertainty_score":0.773034},"labels":[],"label_agreement":null},{"id":"W2303883556","doi":"","title":"[논문] 주택재고를 고려한 주택구입능력 분석","year":2008,"lang":"ko","type":"article","venue":"국토계획","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Apartment; Metropolitan area; Stock (firearms); Quarter (Canadian coin); Business; Affordable housing; Quartile; Demographic economics; Economics; Economic growth; Geography","score_opus":0.022889939409549774,"score_gpt":0.20957289314373395,"score_spread":0.18668295373418417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2303883556","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":[0.76722646,0.0017178231,0.00003955219,0.0013475807,0.0007477076,0.00021175513,0.000031463824,0.000080241305,0.2285974],"genre_scores_gemma":[0.94820493,0.0020517919,0.00019158881,0.0009065807,0.0003995344,0.000007529012,0.0000039466895,0.000023804841,0.048210297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982735,0.000067008645,0.00024349235,0.00040285088,0.000464131,0.00054899656],"domain_scores_gemma":[0.9993807,0.00005410477,0.00008034453,0.00028485662,0.000009303516,0.00019067977],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013457364,0.00023708797,0.00028256123,0.000021494629,0.00085273624,0.000027328153,0.0003123234,0.00013377407,0.0060244994],"category_scores_gemma":[0.000053903044,0.00022620005,0.00015960039,0.00024997423,0.00093029684,0.00013752347,0.0003023589,0.00021109589,0.012849505],"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":[0.000033633754,0.00041393135,0.6021603,0.000024576977,0.00011807536,0.0002393352,0.017605726,0.000028187033,0.0013430292,0.0012196908,0.35520065,0.021612883],"study_design_scores_gemma":[0.0003930308,0.00010173212,0.64799523,0.000017053108,0.000029788238,0.000016484859,0.0006606824,0.000044228666,0.00033359812,0.0005499366,0.3494633,0.0003948981],"about_ca_topic_score_codex":0.0011622668,"about_ca_topic_score_gemma":0.00026330125,"teacher_disagreement_score":0.18097846,"about_ca_system_score_codex":0.00024210314,"about_ca_system_score_gemma":0.000022946002,"threshold_uncertainty_score":0.99488413},"labels":[],"label_agreement":null},{"id":"W2342632775","doi":"","title":"캐나다 단독주택 설계의 평면구성 특성","year":2003,"lang":"ko","type":"article","venue":"한국주거학회 논문집 = Journal of the Korean Housing Association","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Floor plan; Plan (archaeology); Center (category theory); Single-family detached home; Operations management; Business; Engineering; Geography; Engineering drawing; Archaeology","score_opus":0.011143795155090246,"score_gpt":0.21493606862710876,"score_spread":0.2037922734720185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342632775","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":[0.96329826,0.0013181375,0.00018020945,0.0039222823,0.004368215,0.00030605975,0.00002904245,0.00003366847,0.026544118],"genre_scores_gemma":[0.9918933,0.00081091584,0.00040134366,0.00060967647,0.0007839415,0.0000010493104,0.0000010325776,0.000053467396,0.0054452997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952326,0.0010685778,0.0010016831,0.00028993012,0.0016819213,0.0007253062],"domain_scores_gemma":[0.9962377,0.0003538506,0.0027120863,0.00032410494,0.00017356737,0.00019871257],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033249222,0.00036945293,0.0006273133,0.00008576943,0.0012532948,0.00025446876,0.0006303591,0.0003161012,0.00039648422],"category_scores_gemma":[0.0021826017,0.00028223253,0.00067873934,0.0006699418,0.00024583656,0.00044488694,0.00018195382,0.0008521588,0.00021740804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051119234,0.00042910603,0.9282871,0.000024995627,0.0006358238,0.000027599332,0.008478016,0.001163961,0.0027031433,0.00088378275,0.050421607,0.006893746],"study_design_scores_gemma":[0.0025104722,0.00034040623,0.9238421,0.00048503067,0.0010467503,0.000067479,0.0035869372,0.00016760908,0.00484955,0.007974664,0.054193288,0.0009357441],"about_ca_topic_score_codex":0.0002941585,"about_ca_topic_score_gemma":0.00031771866,"teacher_disagreement_score":0.028595008,"about_ca_system_score_codex":0.004340394,"about_ca_system_score_gemma":0.0001497153,"threshold_uncertainty_score":0.999963},"labels":[],"label_agreement":null},{"id":"W2342964513","doi":"","title":"도시형생활주택 거주환경의 중요도-성취도 및 효용도 분석","year":2012,"lang":"ko","type":"article","venue":"한국주거학회 학술발표대회 논문집","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Quarter (Canadian coin); Ranking (information retrieval); Geography; Government (linguistics); Computer science","score_opus":0.018446239693721476,"score_gpt":0.228857637743667,"score_spread":0.21041139804994552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342964513","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":[0.6705579,0.0099022435,0.00010669144,0.0018775976,0.0036721271,0.0006293839,0.00009890168,0.0002065649,0.31294858],"genre_scores_gemma":[0.96246314,0.0013757696,0.00025661383,0.0012589401,0.0016989161,0.000025979236,0.000012253512,0.00006535699,0.032843042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99629545,0.00018810682,0.00049427385,0.00059035834,0.0008339465,0.001597882],"domain_scores_gemma":[0.9984287,0.00013994121,0.0002002165,0.00058994594,0.000019650839,0.0006215198],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00066338264,0.00052486605,0.00058766233,0.00005420142,0.000848843,0.00010869097,0.0005837086,0.00031331438,0.01120478],"category_scores_gemma":[0.00013140475,0.0004975325,0.00033277832,0.00046556783,0.0008976057,0.00057414424,0.0007087555,0.00045003762,0.023902908],"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":[0.00004204309,0.0007066586,0.7866309,0.00005377142,0.00018470247,0.000025037927,0.016011484,0.000012753947,0.0015346225,0.0054183397,0.15415907,0.03522059],"study_design_scores_gemma":[0.0004831936,0.000095118354,0.5936292,0.000028698578,0.000104210914,0.000007851031,0.0016345329,0.000029809406,0.00068516796,0.00063513365,0.4020058,0.00066128396],"about_ca_topic_score_codex":0.0015311871,"about_ca_topic_score_gemma":0.00025428704,"teacher_disagreement_score":0.29190522,"about_ca_system_score_codex":0.00062518206,"about_ca_system_score_gemma":0.000028688084,"threshold_uncertainty_score":0.99974763},"labels":[],"label_agreement":null},{"id":"W2343983641","doi":"10.14288/1.0100061","title":"The effects on residential opportunity structures on participation patterns in voluntary organizations","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Turnover; Voluntary association; Business; Voluntary sector; Public relations; Political science; Economics; Management","score_opus":0.005506178898475955,"score_gpt":0.18066265043472968,"score_spread":0.17515647153625372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343983641","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":[0.9978216,0.0000031371412,0.00001033205,0.00017709943,0.0002004928,0.00015182955,0.000026092514,0.000018233444,0.0015911364],"genre_scores_gemma":[0.9994092,0.00003348775,0.0000129408145,0.00008682472,0.000029367151,4.999374e-7,0.000008822945,0.0000055258333,0.00041334174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993685,0.00006136713,0.00006369049,0.00016536293,0.00019722858,0.00014385121],"domain_scores_gemma":[0.99962056,0.000101158505,0.00005285303,0.00014183244,0.000016091491,0.00006748756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001045377,0.000028779928,0.00008508015,0.000010961547,0.0005156151,0.000042948664,0.00018088656,0.000052661424,0.00041467944],"category_scores_gemma":[0.00015189135,0.000069898124,0.000028816456,0.00017393661,0.00022221499,0.00009528819,0.000099397344,0.00015542762,0.000028794031],"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":[0.00000887546,0.00006971436,0.8005326,0.000007082505,0.000009754177,0.00003849008,0.0005605555,0.000013808704,0.00032451292,0.00001292725,0.008383886,0.1900378],"study_design_scores_gemma":[0.00026740629,0.00006143346,0.9983213,0.000015713373,0.000009333339,9.160975e-7,0.00039931087,0.00002076584,0.000008008928,0.0006239507,0.0001998158,0.00007202732],"about_ca_topic_score_codex":0.14620075,"about_ca_topic_score_gemma":0.8848266,"teacher_disagreement_score":0.7386258,"about_ca_system_score_codex":0.0000639469,"about_ca_system_score_gemma":0.000013168309,"threshold_uncertainty_score":0.8594848},"labels":[],"label_agreement":null},{"id":"W2344469281","doi":"10.60082/0829-3929.1032","title":"Decisions Adverse to a Household - Protecting Social Housing Tenants under the Social Housing Reform Act and the Tenant Protection Act","year":2003,"lang":"en","type":"article","venue":"Journal of Law and Social Policy","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Public housing; Business; Fair Housing Act; Economic growth; Political science; Law; Civil rights; Economics","score_opus":0.05366660004800709,"score_gpt":0.29343295371952666,"score_spread":0.23976635367151955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344469281","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":[0.9735197,0.000025533353,0.00017361922,0.019009247,0.00013346081,0.00053502404,0.0000048523634,0.000020452004,0.0065781153],"genre_scores_gemma":[0.99638706,0.000043062562,0.0000789334,0.002070881,0.0012890445,0.0000104315795,9.514498e-8,0.000024069443,0.00009644013],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99820566,0.00035893172,0.0003834291,0.00016449693,0.00047158156,0.00041589394],"domain_scores_gemma":[0.9993496,0.00009254029,0.00037737982,0.000060102753,0.00003340978,0.000086954926],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015361467,0.00018748597,0.00034388588,0.000047852776,0.006288419,0.00014543122,0.00015585191,0.00012934579,0.0000067815135],"category_scores_gemma":[0.00020128854,0.000082711646,0.00019312525,0.00029960013,0.00087849464,0.00025156586,0.0001581663,0.0005228224,0.0000025272266],"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":[0.0028068363,0.00062066666,0.004614647,0.00007165628,0.00085871515,0.00006627718,0.5297557,0.0001591467,0.0053708144,0.16027005,0.0029755621,0.29242992],"study_design_scores_gemma":[0.017253578,0.0011172277,0.52561665,0.00032234867,0.0009102081,0.0004258768,0.21870866,0.000090730406,0.0009605618,0.10256371,0.12970392,0.0023265406],"about_ca_topic_score_codex":0.0048401714,"about_ca_topic_score_gemma":0.001649318,"teacher_disagreement_score":0.521002,"about_ca_system_score_codex":0.0005567138,"about_ca_system_score_gemma":0.00008033303,"threshold_uncertainty_score":0.99500525},"labels":[],"label_agreement":null},{"id":"W2353292087","doi":"","title":"The Study of Restoring City's Abandoned Area Ecological Planning Abroad——Taking Tokyo Bay Bird Sanctuary and Tommy Thompson Park for Examples","year":2007,"lang":"en","type":"article","venue":"Chinese and Overseas Architecture","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Bay; Geography; Ecological planning; Ecology; Environmental planning; Archaeology; Biology","score_opus":0.026515875868543717,"score_gpt":0.2919793255090609,"score_spread":0.2654634496405172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2353292087","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":[0.99553925,0.00060676475,0.00022182301,0.00009808183,0.00011162817,0.0004601418,0.000004702682,0.000038004757,0.0029196336],"genre_scores_gemma":[0.9994009,0.00005241688,0.00020796726,0.00007226881,0.00013633328,0.000015871468,0.0000010891841,0.00001297993,0.00010015219],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898666,0.000041225092,0.00019040426,0.00027973938,0.00020427945,0.00029766434],"domain_scores_gemma":[0.9987863,0.0008692995,0.00011318464,0.00013539752,0.000007291445,0.000088542154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044961894,0.00017941662,0.00024396468,0.00002729743,0.00076177384,0.000036067882,0.00012268356,0.000060015936,0.000023139117],"category_scores_gemma":[0.00024790328,0.00009331094,0.000055286873,0.0001315431,0.0002461889,0.000048409554,0.00022843436,0.0001582904,2.8249144e-7],"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":[0.00028038555,0.00007460915,0.9665183,0.000012480641,0.00003932036,0.000011251268,0.017960884,0.00019684048,0.00027802234,0.000033812474,0.0001758822,0.014418227],"study_design_scores_gemma":[0.00077245984,0.00024887823,0.9881402,0.000017490605,0.00002244204,0.000004093581,0.0034430155,0.00004912329,0.000016394393,0.00076789485,0.0063842703,0.00013372448],"about_ca_topic_score_codex":0.00021801321,"about_ca_topic_score_gemma":0.0022566696,"teacher_disagreement_score":0.02162193,"about_ca_system_score_codex":0.000033308992,"about_ca_system_score_gemma":0.0000036812341,"threshold_uncertainty_score":0.5859026},"labels":[],"label_agreement":null},{"id":"W2386148158","doi":"","title":"A Comparative Study on The Barrier Free Dwelling Guidelines of Domestic and Foreign Countries -Focused on Entrance, Bedroom and living room","year":2010,"lang":"en","type":"article","venue":"Journal of The Korea Institute of Healthcare Architecture","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Bedroom; Living room; Dimension (graph theory); Apartment; Bathtub; China; Geography; Engineering; Political science; Architectural engineering; Civil engineering; Law; Mathematics","score_opus":0.028925207929374454,"score_gpt":0.29141313918534373,"score_spread":0.26248793125596925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2386148158","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":[0.991887,0.00045601564,0.000058261732,0.006156203,0.0002713005,0.0004149967,0.000026827394,0.000004161275,0.00072525715],"genre_scores_gemma":[0.9987589,0.00010432693,0.00056234514,0.00041657028,0.00012757088,0.0000033722163,1.5277493e-7,0.00000813514,0.000018619114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847513,0.00014496366,0.000511807,0.00015125056,0.0005327232,0.00018409373],"domain_scores_gemma":[0.99861246,0.000439012,0.00050081505,0.00027356978,0.00008139492,0.0000927159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007259331,0.00017693249,0.00042867576,0.000049912534,0.00042835932,0.000021581478,0.0004105333,0.000059694856,0.000015618201],"category_scores_gemma":[0.0005205463,0.000087104374,0.00009254173,0.00014491266,0.0007540524,0.00007444383,0.00017503303,0.0005807993,5.04314e-7],"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":[0.0013644705,0.0007174761,0.81269896,0.0002911068,0.00067291624,0.000053944917,0.13072431,0.011510075,0.0034923179,0.01607021,0.0045246747,0.017879548],"study_design_scores_gemma":[0.0018762719,0.0028361124,0.94685185,0.0011721762,0.0001999641,0.00013326916,0.008308203,0.00022790281,0.0017521763,0.026334478,0.00991931,0.00038830636],"about_ca_topic_score_codex":0.00060007843,"about_ca_topic_score_gemma":0.0037200022,"teacher_disagreement_score":0.13415289,"about_ca_system_score_codex":0.000035834884,"about_ca_system_score_gemma":0.00005016809,"threshold_uncertainty_score":0.3552013},"labels":[],"label_agreement":null},{"id":"W2397878746","doi":"","title":"Residential Quarter Organization and Housing Spatial Form of Fishing Village in Jeonjang-po, Imja-do Island","year":2013,"lang":"en","type":"article","venue":"Journal of the Korean Institute of Rural Architecture","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Quarter (Canadian coin); Alley; Fishing; Fishing village; Geography; Residence; Front (military); Bay; Fishery; Archaeology; Meteorology; Sociology; Demography","score_opus":0.0036276575214883354,"score_gpt":0.18167731534720552,"score_spread":0.1780496578257172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2397878746","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":[0.99714667,0.00007001219,0.00044220928,0.0010343937,0.00026004223,0.00014330234,0.000004797877,0.0000030578547,0.0008955315],"genre_scores_gemma":[0.9994253,0.000047903402,0.00029462512,0.000049993803,0.00013956489,3.774287e-7,8.754111e-7,0.0000083460845,0.00003301652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902034,0.00005014913,0.00038985425,0.000070934904,0.00032425937,0.0001444807],"domain_scores_gemma":[0.9993866,0.000030910567,0.0004004621,0.00010230068,0.00003486625,0.00004483106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017523268,0.00011231509,0.00024698972,0.000061320476,0.00012510673,0.00003533703,0.0002428671,0.0000554105,0.00011545055],"category_scores_gemma":[0.0001228077,0.0000691141,0.00008052717,0.00021705728,0.00031846805,0.00031688597,0.00018575003,0.00021344205,0.0000017590692],"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":[0.00017360161,0.00013865034,0.84903497,0.00010519102,0.0001245612,0.000020407875,0.043134727,0.0044172164,0.046539403,0.000140625,0.0069128964,0.049257748],"study_design_scores_gemma":[0.0011103137,0.00016853052,0.983859,0.00029811775,0.000053480788,0.000094242394,0.001401584,0.00006507019,0.005449865,0.006880062,0.0004328291,0.00018690483],"about_ca_topic_score_codex":0.0025661176,"about_ca_topic_score_gemma":0.004808365,"teacher_disagreement_score":0.13482402,"about_ca_system_score_codex":0.00006763561,"about_ca_system_score_gemma":0.00001657096,"threshold_uncertainty_score":0.38792193},"labels":[],"label_agreement":null},{"id":"W2399192679","doi":"","title":"Residential Quarter Organization and Housing Spatial Form of Fishing Village in Eocheong-do Island","year":2011,"lang":"en","type":"article","venue":"Journal of the Korean Institute of Rural Architecture","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Quarter (Canadian coin); Geography; Fishing village; Fishing; Front (military); Residential area; Archaeology; Fishery; Civil engineering; Meteorology; Engineering","score_opus":0.0067006157295694735,"score_gpt":0.18490082658966953,"score_spread":0.17820021086010004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2399192679","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":[0.9971514,0.000053769043,0.00050994003,0.00026413935,0.0002578658,0.000085120424,0.0000048429292,0.0000026049868,0.00167033],"genre_scores_gemma":[0.9993738,0.000039738065,0.00043771177,0.000028308157,0.000095511874,1.6015522e-7,5.5451244e-7,0.0000069951675,0.000017238235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916035,0.00004483706,0.00034560406,0.00006263813,0.0002667985,0.00011978499],"domain_scores_gemma":[0.9994457,0.000018517834,0.00038215783,0.00009285977,0.000024695619,0.000036065005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020324631,0.000097692544,0.00021915145,0.000055480617,0.000099962475,0.000013613261,0.00022842488,0.000050887797,0.00007111145],"category_scores_gemma":[0.00010450303,0.00006097762,0.00007272686,0.00019080534,0.000331407,0.00020579512,0.00016569586,0.0001868116,5.5699144e-7],"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":[0.0003275812,0.0001314722,0.8697617,0.00007128664,0.000094275,0.000029950927,0.090976454,0.00093028194,0.018549467,0.00023306158,0.0012988334,0.017595606],"study_design_scores_gemma":[0.000991107,0.0001912363,0.9778612,0.0002716369,0.000064252585,0.00009849413,0.0015005178,0.00002310848,0.0097851,0.008823281,0.0002281443,0.00016190941],"about_ca_topic_score_codex":0.0015781769,"about_ca_topic_score_gemma":0.005614625,"teacher_disagreement_score":0.10809948,"about_ca_system_score_codex":0.00005230765,"about_ca_system_score_gemma":0.000015821617,"threshold_uncertainty_score":0.31330925},"labels":[],"label_agreement":null},{"id":"W2399424222","doi":"10.12653/jecd.2015.22.1.0069","title":"A Study on the Importance-Performance Analysis of Farm Party Participants","year":2015,"lang":"en","type":"article","venue":"Journal of Agricultural Extension & Community Development","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Quarter (Canadian coin); Business; Promotion (chess); Schedule; Variety (cybernetics); Inclusion (mineral); Agricultural science; Marketing; Operations management; Engineering; Geography; Psychology; Computer science; Management; Political science; Economics","score_opus":0.1300845603119121,"score_gpt":0.2903640743981069,"score_spread":0.1602795140861948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2399424222","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":[0.9980982,0.00004075221,0.000001838435,0.00032792764,0.00008367179,0.00014776635,7.8878105e-7,0.000006028004,0.0012930296],"genre_scores_gemma":[0.9994797,0.000021474438,0.00014679482,0.00019827548,0.000014606439,0.00000440816,0.000001808453,0.0000031234035,0.00012977791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979412,0.0003969476,0.00062120974,0.00007930264,0.00075842126,0.00020294472],"domain_scores_gemma":[0.998795,0.00015676187,0.00052689924,0.00022291155,0.00016338052,0.00013508627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019470394,0.00014181231,0.00040519136,0.000047397905,0.00045334364,0.000018897366,0.0004021462,0.00002984271,0.000054311113],"category_scores_gemma":[0.00020714606,0.000062945306,0.000120942226,0.0007340704,0.00011853746,0.0001003449,0.000269526,0.00037248965,0.00002045989],"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":[0.00008695264,0.0012002882,0.9327292,0.000002334117,0.0008920448,0.00000880319,0.054198533,0.0016113173,0.00066507823,0.00001196697,0.0062617185,0.0023317612],"study_design_scores_gemma":[0.00028606807,0.0003413846,0.9515747,0.000019017496,0.00020495936,0.0000037375812,0.046570167,0.000010217248,0.0004278048,0.000011468863,0.00045501176,0.00009550156],"about_ca_topic_score_codex":0.00012264996,"about_ca_topic_score_gemma":0.0010198121,"teacher_disagreement_score":0.01884546,"about_ca_system_score_codex":0.000269409,"about_ca_system_score_gemma":0.000029195831,"threshold_uncertainty_score":0.34867987},"labels":[],"label_agreement":null},{"id":"W2402601060","doi":"","title":"A Study on the Current Situation and Distinct Features of the Housing Welfare Policy for the Elderly in Canada","year":2010,"lang":"en","type":"article","venue":"Journal of The Korea Institute of Healthcare Architecture","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Welfare; Current (fluid); Political science; Economic growth; Economics; Engineering; Law","score_opus":0.017652263019693776,"score_gpt":0.27372614172835336,"score_spread":0.2560738787086596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402601060","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":[0.91629076,0.00025579706,0.000009304785,0.082043834,0.0006287328,0.0006251638,0.000025626698,0.0000011484793,0.00011964088],"genre_scores_gemma":[0.99952334,0.000024273611,0.00002661883,0.00025724445,0.00014887669,0.000006549058,2.1446249e-7,0.0000061837677,0.0000067159126],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99884087,0.0001346321,0.00030953746,0.000094535215,0.0004580156,0.00016241195],"domain_scores_gemma":[0.9990591,0.00019791533,0.00042215275,0.00024592623,0.00003491277,0.000040016654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004515718,0.00011463003,0.0001925196,0.00002611671,0.00058343523,0.000012960549,0.00050621596,0.000027141185,0.0000022001864],"category_scores_gemma":[0.00041882796,0.00004239142,0.000098662415,0.00023428127,0.00032893292,0.00003438203,0.00015819786,0.00068583357,3.904991e-8],"study_design_candidate":"observational","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":[0.00026607452,0.00023118021,0.37379125,0.000101111036,0.00010713069,0.0000044099756,0.025567772,0.0027308476,0.00033490904,0.002973875,0.001673194,0.5922182],"study_design_scores_gemma":[0.00027730197,0.00017123201,0.9906379,0.00007977574,0.000026497404,0.000011780631,0.001755152,0.000007839896,0.000091392394,0.0016547367,0.005235684,0.000050723957],"about_ca_topic_score_codex":0.43646252,"about_ca_topic_score_gemma":0.9638221,"teacher_disagreement_score":0.6168466,"about_ca_system_score_codex":0.00020851532,"about_ca_system_score_gemma":0.00032532256,"threshold_uncertainty_score":0.5672901},"labels":[],"label_agreement":null},{"id":"W2404741757","doi":"","title":"A Study on the Landscape Elements and Preference of Rural Village - Focused on Daewon-Ri Sanoe-Myun Boeun-Gun, Chungbuk -","year":2013,"lang":"en","type":"article","venue":"Journal of the Korean Institute of Rural Architecture","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Skyline; Geography; Landscape assessment; Landscape planning; Preference; Rural housing; Natural landscape; Landscape design; Urban landscape; Government (linguistics); Quarter (Canadian coin); Environmental planning; Environmental resource management; Natural (archaeology); Rural area; Archaeology; Political science","score_opus":0.01741837220328287,"score_gpt":0.21992780414621824,"score_spread":0.20250943194293536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404741757","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":[0.9910916,0.00007754057,0.0000068016634,0.002260976,0.00026228494,0.0005983216,0.000018771421,0.0000067409655,0.0056769415],"genre_scores_gemma":[0.99926007,0.00006753218,0.00008335085,0.00024459744,0.00010757105,0.0000070279098,0.0000010104759,0.000011940015,0.00021688038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981804,0.00016527528,0.00052184146,0.00011400098,0.00076052145,0.000257989],"domain_scores_gemma":[0.99879503,0.0001288739,0.00061750016,0.00032797246,0.000035564415,0.00009502897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003646037,0.00024253145,0.0004006704,0.00005787244,0.00029862055,0.00003630545,0.0007344148,0.000055761153,0.00023515293],"category_scores_gemma":[0.00013852441,0.0001113225,0.00018658944,0.00021920935,0.00046239875,0.0001431058,0.00034892242,0.00043538795,0.000015474394],"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":[0.0016198973,0.0019700308,0.7840227,0.00008980957,0.001194755,0.000027542901,0.05389058,0.0033144362,0.01740037,0.0015163667,0.03856393,0.09638962],"study_design_scores_gemma":[0.0027009887,0.0026401172,0.97602236,0.00044262776,0.00014805839,0.000037965256,0.00789734,0.000031492556,0.0020394425,0.005678875,0.002035767,0.0003249485],"about_ca_topic_score_codex":0.0004438974,"about_ca_topic_score_gemma":0.00030282768,"teacher_disagreement_score":0.19199972,"about_ca_system_score_codex":0.00006161868,"about_ca_system_score_gemma":0.00001941303,"threshold_uncertainty_score":0.45396},"labels":[],"label_agreement":null},{"id":"W2463728353","doi":"","title":"캐나다 교민의 주거아이덴티티에 관한 연구","year":2003,"lang":"ko","type":"article","venue":"한국주거학회논문집","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Style (visual arts); Possession (linguistics); Sitting; Advertising; Identity (music); Demographic economics; Psychology; Geography; Business; Demography; Sociology; Art; Economics; Medicine; Archaeology; Linguistics; Aesthetics","score_opus":0.013525527516049324,"score_gpt":0.2138482300801903,"score_spread":0.20032270256414098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463728353","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":[0.5278584,0.0019554463,0.00009195261,0.00095755764,0.0014325711,0.00037986474,0.000030878917,0.00009971522,0.46719363],"genre_scores_gemma":[0.96048427,0.00082232704,0.00032491988,0.0009231473,0.00019323584,0.000012952606,0.0000034749635,0.00003679738,0.037198868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976123,0.00019234081,0.0003381071,0.0005557092,0.00053839275,0.00076313445],"domain_scores_gemma":[0.9991272,0.000084048625,0.000117540454,0.00039880912,0.000013904561,0.00025847994],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038471477,0.0003372457,0.00036485813,0.000031112555,0.00063248805,0.00008783898,0.00033429664,0.00019331483,0.0109185185],"category_scores_gemma":[0.00018156298,0.00032524718,0.00020984844,0.00037320133,0.0006477881,0.00017035441,0.00018920914,0.0002850717,0.009493918],"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":[0.000024069832,0.00052321947,0.84732884,0.000053795146,0.00017388136,0.00012095292,0.007793528,0.000040795778,0.0014466322,0.026445244,0.09594626,0.020102773],"study_design_scores_gemma":[0.0007160054,0.00015243895,0.50117403,0.000041420917,0.00008097649,0.000010589026,0.0018328362,0.000030167253,0.0014980257,0.004046514,0.48967436,0.0007426445],"about_ca_topic_score_codex":0.000489068,"about_ca_topic_score_gemma":0.00031893,"teacher_disagreement_score":0.4326259,"about_ca_system_score_codex":0.0003303547,"about_ca_system_score_gemma":0.000031602805,"threshold_uncertainty_score":0.99991995},"labels":[],"label_agreement":null},{"id":"W2506424965","doi":"10.5578/jss.8243","title":"The Relationship Between Pre-School Children's Social Skills and Interactions with the Adults in the Neighborhood","year":2014,"lang":"en","type":"article","venue":"Afyon Kocatepe Üniversitesi Sosyal Bilimler Dergisi","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intertek (Canada); Safran Electronics (Canada)","funders":"","keywords":"Developmental psychology; Psychology; Social skills","score_opus":0.006186208864383799,"score_gpt":0.20385299544985364,"score_spread":0.19766678658546982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2506424965","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":[0.97797805,0.000062412444,0.00007886061,0.008663618,0.000044231794,0.0004252745,0.000006307734,0.00003115882,0.012710062],"genre_scores_gemma":[0.9982178,0.00002826742,0.00002223906,0.00035062138,0.00015955373,0.000016284044,0.000009181064,0.000012507376,0.0011835517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985408,0.00032081423,0.00015950644,0.00031097353,0.00034062838,0.00032726824],"domain_scores_gemma":[0.9979022,0.0016516494,0.00011201772,0.00025275294,0.000015499905,0.00006583657],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004553263,0.00018390644,0.00014252815,0.00002899059,0.0020033976,0.00011783825,0.00045807968,0.000068601104,0.000075778036],"category_scores_gemma":[0.00017418976,0.000093522634,0.00006824023,0.0004013901,0.0006278338,0.00021837889,0.0002072179,0.00040408212,0.00011526674],"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":[0.000037126367,0.00004930061,0.9840801,0.0000017773335,0.000032965276,9.4860326e-7,0.0070009343,0.000018586525,0.0000023709033,0.0011063797,0.0042604664,0.00340908],"study_design_scores_gemma":[0.00050960045,0.00007506572,0.9909402,0.000012184336,0.0000561743,0.0000028584122,0.0033111982,0.000026911772,0.000004790961,0.00091333076,0.0039996165,0.00014803665],"about_ca_topic_score_codex":0.00056863436,"about_ca_topic_score_gemma":0.0034671621,"teacher_disagreement_score":0.020239718,"about_ca_system_score_codex":0.00011988682,"about_ca_system_score_gemma":0.00001257558,"threshold_uncertainty_score":0.99929583},"labels":[],"label_agreement":null},{"id":"W2510172143","doi":"","title":"중국의 지역별 문화지표의 추계와 비교","year":2011,"lang":"ko","type":"article","venue":"한중사회과학연구","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Index (typography); Hofstede's cultural dimensions theory; China; Cultural heritage; Geography; Empirical research; Economy; Economic geography; Economics; Regional science; Sociology; Statistics; Social science; Mathematics","score_opus":0.03931452213299214,"score_gpt":0.20713933490234193,"score_spread":0.1678248127693498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510172143","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3461901,0.0013330523,0.00008244224,0.0004845812,0.0012789135,0.00032485314,0.00004162871,0.000114990566,0.65014946],"genre_scores_gemma":[0.9692476,0.00066913845,0.00038445005,0.00070943293,0.0003105964,0.00001250451,0.0000031943114,0.000032733096,0.028630367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802876,0.000087514345,0.00030113885,0.0004904853,0.00042063335,0.0006714539],"domain_scores_gemma":[0.99921256,0.00003909098,0.00011422451,0.0003819122,0.000012084634,0.00024012504],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024502812,0.00029533776,0.00031715442,0.000029346196,0.00049949076,0.000042843458,0.00045706966,0.0001716731,0.019652449],"category_scores_gemma":[0.0000489768,0.0002724461,0.00018474943,0.00025392094,0.0007444182,0.0001882014,0.00042461572,0.00024054766,0.017125452],"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":[0.00010680785,0.0009765794,0.65606505,0.00006189283,0.00028317387,0.00020350057,0.05840823,0.0000046963814,0.0010352038,0.010899568,0.181778,0.090177335],"study_design_scores_gemma":[0.00042220522,0.00018497849,0.85883266,0.000032146,0.00007374747,0.000004238262,0.0018606351,0.00003254542,0.00091022416,0.0034551248,0.13365196,0.00053953077],"about_ca_topic_score_codex":0.0035569347,"about_ca_topic_score_gemma":0.00065480365,"teacher_disagreement_score":0.6230575,"about_ca_system_score_codex":0.00021798217,"about_ca_system_score_gemma":0.0000178091,"threshold_uncertainty_score":0.99997276},"labels":[],"label_agreement":null},{"id":"W2527477972","doi":"","title":"서울 오피스 임대시장의 렌트프리 결정요인 분석","year":2015,"lang":"ko","type":"article","venue":"부동산학연구","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Renting; Economic rent; Economics; Ordered logit; Quarter (Canadian coin); Financial crisis; Econometrics; Financial economics; Microeconomics; Statistics; Macroeconomics; Mathematics; Geography","score_opus":0.0404816636603977,"score_gpt":0.24165865048466478,"score_spread":0.20117698682426707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527477972","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40346214,0.0031762223,0.000087003784,0.0035031952,0.0017604849,0.00038245434,0.0000901267,0.00013860027,0.5873998],"genre_scores_gemma":[0.9623763,0.00035616764,0.00017423129,0.0009929553,0.00049968413,0.000010146602,0.000008182172,0.00002995163,0.035552405],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979367,0.00011073562,0.00027387874,0.00044333353,0.00062548264,0.0006098627],"domain_scores_gemma":[0.99907225,0.00005036309,0.00009977033,0.0003454856,0.000019305553,0.00041283248],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000425695,0.00026949684,0.0003180385,0.000025141539,0.0003313565,0.00008276534,0.0003868018,0.00016190384,0.0025007362],"category_scores_gemma":[0.0001272165,0.00025228292,0.000135449,0.00027849505,0.0006068339,0.00017777014,0.00046436465,0.00023246495,0.015586295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058201742,0.00038218615,0.42130053,0.000026026391,0.00011906495,0.00010685729,0.01743649,0.000059043196,0.00031060274,0.002784943,0.5156357,0.041780323],"study_design_scores_gemma":[0.00089517416,0.00022465338,0.2760272,0.00003230761,0.000065459375,0.000006065517,0.0043509696,0.00011937451,0.00026963968,0.0030245995,0.7143931,0.00059147034],"about_ca_topic_score_codex":0.0019321648,"about_ca_topic_score_gemma":0.0007437176,"teacher_disagreement_score":0.5589141,"about_ca_system_score_codex":0.00045672266,"about_ca_system_score_gemma":0.00004154034,"threshold_uncertainty_score":0.99999297},"labels":[],"label_agreement":null},{"id":"W2566100410","doi":"","title":"Discussion on 'Social Inclusion' of the Public Housing Revitalization Project with Diverse Community:Case Study on the Revitalization Project of the Regent Park in Toronto","year":2015,"lang":"en","type":"article","venue":"Journal of the City Planning Institute of Japan","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Regent; Public housing; Inclusion (mineral); Sociology; Public park; Public administration; Political science; Geography; Social science; Environmental planning; Law","score_opus":0.13589397875793738,"score_gpt":0.3294633793123781,"score_spread":0.19356940055444075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566100410","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":[0.9965841,0.000038510672,0.00001243157,0.0009071355,0.00025210317,0.0007372182,0.000006167948,0.0000033359554,0.0014589914],"genre_scores_gemma":[0.99979174,0.000010816479,0.000018850966,0.000081288075,0.00004398225,0.0000034330653,7.1759956e-7,0.0000071725112,0.00004198014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756706,0.00095499627,0.00043726814,0.000088417495,0.00083319854,0.00011907147],"domain_scores_gemma":[0.9984675,0.000063394684,0.0010600823,0.00031129102,0.00007501146,0.000022726572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019064546,0.0001278074,0.00026296056,0.000035052744,0.0011008715,0.000022904465,0.0006396235,0.000045707187,0.0000031737472],"category_scores_gemma":[0.00062178273,0.00004574753,0.00011191988,0.00048986124,0.0004396619,0.0002949489,0.00094747904,0.000295416,1.0682584e-7],"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":[0.00024896883,0.00084481016,0.86374617,0.00003283278,0.00007378423,0.000006754079,0.12930575,0.001997454,0.00018806494,0.00022588202,0.00244817,0.0008813769],"study_design_scores_gemma":[0.0019851776,0.0012042556,0.75277853,0.0024383895,0.00022453014,0.00006769467,0.23821855,0.00015370577,0.0005127261,0.00018112763,0.0019870142,0.0002482823],"about_ca_topic_score_codex":0.0052519706,"about_ca_topic_score_gemma":0.010451124,"teacher_disagreement_score":0.1109676,"about_ca_system_score_codex":0.0006085522,"about_ca_system_score_gemma":0.00009998936,"threshold_uncertainty_score":0.8467125},"labels":[],"label_agreement":null},{"id":"W2598281152","doi":"10.5762/kais.2016.17.12.153","title":"A Study on Implementation System of 'Design Charrette' for Sustainable Community Design -Focused on Sensitive Urban Infill Charrette in Canada","year":2016,"lang":"en","type":"article","venue":"Journal of the Korea Academia-Industrial cooperation Society","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Sustainability; Process (computing); Sustainable development; Urban design; Design process; Engineering design process; Computer science; Sustainable design; Systems design; Urban planning; Architectural engineering; Management science; Systems engineering; Process management; Engineering; Civil engineering; Work in process; Political science; Operations management; Ecology; Mechanical engineering; Law","score_opus":0.07800466837555291,"score_gpt":0.27906934229723185,"score_spread":0.20106467392167893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598281152","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":[0.99310607,0.000008167491,0.001541083,0.0025471244,0.00029942032,0.0022929627,0.0000424012,0.00000866133,0.00015409176],"genre_scores_gemma":[0.9988645,0.000010131103,0.00006270799,0.00049802504,0.0002998487,0.000036143683,0.0000015099117,0.00001770983,0.000209438],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99627,0.0017012578,0.00080714346,0.00016501655,0.0007168086,0.0003397876],"domain_scores_gemma":[0.99764866,0.0010845858,0.0008180453,0.00019216874,0.00016925776,0.000087292596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039780773,0.00021128642,0.00045363564,0.00003472638,0.0006157453,0.00002730388,0.00037843676,0.00024580417,0.000024251915],"category_scores_gemma":[0.00054613716,0.00012639133,0.00017234677,0.00036697814,0.00011772064,0.0002675883,0.00010338864,0.0010116849,0.0000020683826],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034414765,0.00069563347,0.118190676,0.000047570502,0.000853752,0.000026964251,0.06156859,0.010299417,0.011750969,0.0010688697,0.78217643,0.009879631],"study_design_scores_gemma":[0.05296582,0.010068903,0.21163157,0.0012579955,0.0007930372,0.000025679294,0.50292665,0.0015233733,0.21004078,0.00026881983,0.006699713,0.0017976846],"about_ca_topic_score_codex":0.054081414,"about_ca_topic_score_gemma":0.011792321,"teacher_disagreement_score":0.77547675,"about_ca_system_score_codex":0.0044964664,"about_ca_system_score_gemma":0.0005764064,"threshold_uncertainty_score":0.9993251},"labels":[],"label_agreement":null},{"id":"W2622924338","doi":"10.5539/jgg.v9n2p62","title":"Spatial-Temporal Differences in the Service Development of the Yangtze River Delta Region, China","year":2017,"lang":"en","type":"article","venue":"Journal of Geography and Geology","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Delta; Yangtze river; China; Geographically Weighted Regression; Tertiary sector of the economy; Hierarchy; Service (business); Geography; Economic geography; Principal component analysis; Physical geography; Business; Mathematics; Statistics; Engineering; Political science","score_opus":0.015286607036789343,"score_gpt":0.21320172024341874,"score_spread":0.1979151132066294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622924338","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":[0.99481034,0.00023074409,0.00003720235,0.003436602,0.00011255766,0.00005115901,4.5011964e-7,7.3407784e-7,0.0013202184],"genre_scores_gemma":[0.9995004,0.00013680659,0.0001065053,0.00020203869,0.000030016115,0.0000010077553,1.1778447e-7,0.0000013210364,0.000021788164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937475,0.000087128756,0.0002092986,0.00006655789,0.00015147471,0.00011077768],"domain_scores_gemma":[0.9994456,0.000034277593,0.00036170456,0.00012207354,0.000014653497,0.000021689748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003173483,0.00006514782,0.00015568094,0.000024279208,0.0004349412,0.000013090129,0.00043702574,0.00004120877,0.000030164132],"category_scores_gemma":[0.00002780186,0.000031665735,0.00006135089,0.000067005785,0.00067030184,0.000066309425,0.00017656313,0.00012692338,9.459423e-7],"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":[0.000016869932,0.000032372787,0.9878221,0.0000030710382,0.000020524578,0.0000047856624,0.00652898,8.6798536e-7,0.0000048655834,0.00005496175,0.00017882194,0.0053317407],"study_design_scores_gemma":[0.00021720762,0.00004236126,0.994171,0.000012472427,0.000010714796,0.000015024661,0.00045290054,0.0000040316177,0.000011297024,0.0031930935,0.0018301088,0.00003977647],"about_ca_topic_score_codex":0.004552035,"about_ca_topic_score_gemma":0.011379085,"teacher_disagreement_score":0.006827049,"about_ca_system_score_codex":0.000006108116,"about_ca_system_score_gemma":0.000009714022,"threshold_uncertainty_score":0.6881346},"labels":[],"label_agreement":null},{"id":"W264282723","doi":"","title":"A Comparative Study of Housing Culture of Korean Immigrants through Analysis of Living Arrangement in Australia and Canada","year":2008,"lang":"en","type":"article","venue":"Journal of the Korean Home Economics Association","topic":"Korean Urban and Social Studies","field":"Environmental Science","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; Bedroom; Laundry; Geography; Living room; Ethnography; Socioeconomics; Sociology; Engineering; Archaeology","score_opus":0.026437117528206665,"score_gpt":0.24069273606593,"score_spread":0.21425561853772335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W264282723","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":[0.99950117,0.000028486527,0.0000017917183,0.000052050396,0.00007292334,0.00011092575,0.000029646977,5.718624e-7,0.0002024115],"genre_scores_gemma":[0.99973315,0.00012774635,0.000048916096,0.000010682222,0.00001604517,5.3718367e-7,5.8298264e-7,0.000003178919,0.00005914853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988929,0.00011205412,0.0005935755,0.000084470055,0.00021255862,0.000104447296],"domain_scores_gemma":[0.9981156,0.00012894961,0.0016141676,0.00007797603,0.00003688824,0.000026422274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036780623,0.00008401841,0.0005540923,0.0000562278,0.00008072009,0.000004843666,0.00014458763,0.00003466373,0.000020106765],"category_scores_gemma":[0.00008371214,0.000065122586,0.00011096041,0.0002655906,0.000068226575,0.0001201504,0.00007049967,0.00009880861,9.7256596e-8],"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":[0.00001645651,0.00014754466,0.94380414,0.0000033671754,0.0006703602,7.9309575e-7,0.049042687,0.005736398,0.00009940624,0.000006270787,0.00045130975,0.000021251688],"study_design_scores_gemma":[0.00028523811,0.00007841998,0.9857885,0.000022156672,0.00026369808,5.741167e-7,0.013111779,0.00013599326,0.00017893659,0.00006662718,0.000009809598,0.000058245052],"about_ca_topic_score_codex":0.38133076,"about_ca_topic_score_gemma":0.8096173,"teacher_disagreement_score":0.42828652,"about_ca_system_score_codex":0.001002445,"about_ca_system_score_gemma":0.000035425535,"threshold_uncertainty_score":0.622789},"labels":[],"label_agreement":null},{"id":"W2725207361","doi":"10.1016/j.jneb.2017.05.334","title":"Differences in Dietary Behaviors and Nutritional Risk by Living Status in Korea Adults","year":2017,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine; Environmental health; National Health and Nutrition Examination Survey; Demography; Activities of daily living; Population; Physical therapy","score_opus":0.014756466166342951,"score_gpt":0.27058181877600773,"score_spread":0.25582535260966477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725207361","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":[0.9981497,0.0010537903,8.0719013e-7,0.00032846144,0.00017905488,0.00013466236,0.000023713264,0.0000020833575,0.00012771625],"genre_scores_gemma":[0.99411064,0.005388371,0.0002989969,0.000029377314,0.00007042002,0.000037130892,0.0000040806985,0.000003958857,0.00005702437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927694,0.000052879383,0.00025823837,0.00011724384,0.00016791916,0.00012677885],"domain_scores_gemma":[0.9995169,0.000048291473,0.0002603999,0.000057572066,0.0000195296,0.00009727813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016894918,0.0000812123,0.00015375679,0.00007065113,0.00022471597,0.000069251866,0.000079336656,0.000051418487,0.00011190156],"category_scores_gemma":[0.000074400756,0.00007392649,0.000029409239,0.00004552341,0.00019461598,0.0003785347,0.000041167885,0.00016540785,0.0000014951135],"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":[0.000013320328,0.003304794,0.9713273,0.00000939416,0.0000015256326,0.0000030077092,0.0011232168,2.5117586e-8,0.00022034433,0.0000032786663,0.0009495614,0.023044202],"study_design_scores_gemma":[0.00062927953,0.0001012235,0.9947945,0.00019777981,0.000024873003,0.00001200685,0.0036578842,0.000002332452,0.00002057681,0.00015505365,0.0003207776,0.00008369688],"about_ca_topic_score_codex":0.0014181847,"about_ca_topic_score_gemma":0.0009373812,"teacher_disagreement_score":0.023467187,"about_ca_system_score_codex":0.000104531944,"about_ca_system_score_gemma":0.000015766891,"threshold_uncertainty_score":0.30146348},"labels":[],"label_agreement":null},{"id":"W2741242046","doi":"","title":"캐나다의 고령자 주거복지정책의 현황과 특징에 관한 연구","year":2010,"lang":"ko","type":"article","venue":"","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Government (linguistics); Welfare; Social security; Public administration; Service (business); Political science; Business; Public economics; Economics; Law; Economy","score_opus":0.008661335979002868,"score_gpt":0.21405541867043784,"score_spread":0.20539408269143497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741242046","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":[0.6554425,0.00009828436,0.000035244928,0.002845694,0.0014857715,0.00021299087,0.000015292588,0.00008439892,0.33977988],"genre_scores_gemma":[0.9233336,0.00024776507,0.00053848926,0.0010778392,0.000468706,0.000006620883,0.0000025112072,0.00002259594,0.074301876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981462,0.000046061086,0.0002701556,0.0004689305,0.00046747742,0.0006011789],"domain_scores_gemma":[0.9991941,0.000078445875,0.000077561235,0.000375699,0.000011921061,0.00026229306],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029625278,0.00026980124,0.00028332495,0.000023117067,0.00058468035,0.000092273825,0.00041992287,0.00021179185,0.03574067],"category_scores_gemma":[0.0000877429,0.00022803286,0.00016038487,0.0002204061,0.0009891158,0.00017674868,0.00042451677,0.00046251112,0.01326998],"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":[0.000020734245,0.00039492617,0.7639786,0.00002156799,0.000092728165,0.00003893854,0.0048183766,0.0000051850293,0.014348574,0.015105356,0.14408894,0.05708605],"study_design_scores_gemma":[0.0004185112,0.000094991265,0.7811284,0.000010139171,0.000044124845,0.0000046179725,0.0008679181,0.00009859426,0.0019509263,0.0020579328,0.21280307,0.00052077597],"about_ca_topic_score_codex":0.0029685933,"about_ca_topic_score_gemma":0.0050043077,"teacher_disagreement_score":0.26789114,"about_ca_system_score_codex":0.00009923183,"about_ca_system_score_gemma":0.000017590697,"threshold_uncertainty_score":0.9874983},"labels":[],"label_agreement":null},{"id":"W2747743701","doi":"","title":"임자도 전장포마을의 공간구조와 주거형태에 관한 연구","year":2013,"lang":"ko","type":"article","venue":"한국농촌건축학회 논문집","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Alley; Quarter (Canadian coin); Front (military); Geography; Residence; Fishing; Bay; Fishing village; Archaeology; Cartography; Fishery; Meteorology; Sociology","score_opus":0.01057006596425857,"score_gpt":0.20019398560672294,"score_spread":0.18962391964246436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747743701","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":[0.8218304,0.001423635,0.00009043506,0.0054292455,0.001439813,0.00088873267,0.000045107223,0.0001746349,0.16867803],"genre_scores_gemma":[0.94565517,0.0007600828,0.0002445198,0.0015662037,0.00050894974,0.00005245112,0.000007962411,0.000047243466,0.05115741],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99717814,0.00013864599,0.00042908534,0.0006568801,0.00064784044,0.0009493835],"domain_scores_gemma":[0.99883,0.00012009113,0.00015546082,0.00050427526,0.000027823733,0.0003623338],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026570013,0.0004190328,0.00045106086,0.000042012354,0.000703563,0.00020102995,0.0005860089,0.00024333855,0.031821486],"category_scores_gemma":[0.00010212331,0.00038727763,0.00024426266,0.00035926478,0.0008740748,0.00040920562,0.00059001136,0.00035540538,0.07535578],"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":[0.000021163518,0.0005188847,0.56929123,0.000065466265,0.00021241188,0.00005218712,0.009547145,0.00003082969,0.002510794,0.0037147256,0.2893976,0.12463757],"study_design_scores_gemma":[0.00061998965,0.00017600422,0.8714828,0.000043785858,0.00007073237,0.0000055034075,0.0020026816,0.00023032655,0.000592215,0.0046951217,0.1192892,0.0007916497],"about_ca_topic_score_codex":0.006199354,"about_ca_topic_score_gemma":0.00040137835,"teacher_disagreement_score":0.30219156,"about_ca_system_score_codex":0.00036565913,"about_ca_system_score_gemma":0.000024995441,"threshold_uncertainty_score":0.9998579},"labels":[],"label_agreement":null},{"id":"W2758330425","doi":"10.1080/12294659.2017.1368006","title":"Critical review of welfare dependency in active labor market programs in Korea: existence, causes, and interpretations","year":2017,"lang":"en","type":"article","venue":"International Review of Public Administration","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Welfare; Christian ministry; Welfare dependency; Incentive; Quarter (Canadian coin); Wage; Government (linguistics); Labour economics; Demographic economics; Economics; Business; Political science; Market economy","score_opus":0.048323343073647086,"score_gpt":0.3490460122769736,"score_spread":0.3007226692033265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758330425","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17283097,0.100271925,0.0002258208,0.16182907,0.00075930194,0.0035327883,0.00038721308,0.000039995928,0.5601229],"genre_scores_gemma":[0.9305295,0.06864359,0.00034590677,0.00023031772,0.000013660224,0.000076261495,0.000031496853,0.000004144799,0.00012516939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987344,0.00010162436,0.00050622097,0.00019275241,0.00035401867,0.00011096568],"domain_scores_gemma":[0.99928916,0.00007828651,0.00030764675,0.00016621026,0.00011145941,0.00004723367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006273671,0.00009348675,0.00026158433,0.000037752558,0.0000639581,0.000033703585,0.00029108886,0.000037035854,0.0008963294],"category_scores_gemma":[0.003907368,0.00008459445,0.00005239542,0.00011232036,0.00035251575,0.0005639879,0.00012938978,0.000093941424,0.00000384582],"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":[0.00003465941,0.0007036924,0.6125539,0.011097424,0.000052836036,0.000026190019,0.00047132914,4.5419018e-8,0.00002052923,0.111673504,0.0013692097,0.2619967],"study_design_scores_gemma":[0.00019947394,0.00009849619,0.965424,0.017933514,0.000019887279,0.000008168826,0.00021355037,0.000031462343,0.00001845966,0.0019236711,0.0140030235,0.00012627241],"about_ca_topic_score_codex":0.000174343,"about_ca_topic_score_gemma":0.002163806,"teacher_disagreement_score":0.7576985,"about_ca_system_score_codex":0.00011183365,"about_ca_system_score_gemma":0.000047989826,"threshold_uncertainty_score":0.98141783},"labels":[],"label_agreement":null},{"id":"W2759175385","doi":"","title":"다종교공간의 공간 구성 유형과 특성에 관한 연구","year":2017,"lang":"ko","type":"article","venue":"한국문화공간건축학회 논문집","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Contemplation; Space (punctuation); Faith; Public space; Chapel; Architecture; Theology; Sociology; Aesthetics; Art; Visual arts; Computer science; Philosophy; Architectural engineering; Engineering","score_opus":0.023672294724243394,"score_gpt":0.25366503405888857,"score_spread":0.22999273933464517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759175385","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":[0.7277876,0.001481162,0.000065132095,0.0066121086,0.0029057313,0.00060463767,0.00021171478,0.00014465484,0.26018724],"genre_scores_gemma":[0.95288455,0.0010509775,0.00015129392,0.0006727166,0.0008055591,0.000017867027,0.0000061910805,0.000048779657,0.044362087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99708325,0.00009677051,0.00040024423,0.0007601607,0.00071161625,0.00094796345],"domain_scores_gemma":[0.997931,0.00007837308,0.00035932488,0.0012620618,0.000022784427,0.00034648113],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043384856,0.00044759052,0.0005235579,0.00003358027,0.00322798,0.00036909422,0.0013690575,0.00027533015,0.006248894],"category_scores_gemma":[0.00027468553,0.00042873409,0.00029899942,0.00010415357,0.0018117899,0.00049041456,0.0012352514,0.00040410063,0.012522124],"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":[0.00005918474,0.0004276647,0.77188236,0.000061658684,0.000255484,0.00018724323,0.00661347,0.000012933837,0.0016649211,0.0035899412,0.14780676,0.06743839],"study_design_scores_gemma":[0.00068382453,0.00012220495,0.85150504,0.000051620056,0.00009617459,0.0000045525917,0.0005314189,0.00008181202,0.00058007066,0.002280226,0.14346176,0.00060129154],"about_ca_topic_score_codex":0.004684593,"about_ca_topic_score_gemma":0.0013873236,"teacher_disagreement_score":0.2250969,"about_ca_system_score_codex":0.00036360818,"about_ca_system_score_gemma":0.00003575198,"threshold_uncertainty_score":0.9998164},"labels":[],"label_agreement":null},{"id":"W2768511451","doi":"","title":"모세 사프디의 미술관 작품에 나타나는 건축 특성에 관한 연구","year":2017,"lang":"ko","type":"article","venue":"한국실내디자인학회 논문집","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Context (archaeology); Architectural engineering; Interpretation (philosophy); Plan (archaeology); Sociology; Apprenticeship; Urban design; Visual arts; Engineering; Civil engineering; History; Computer science; Archaeology; Urban planning; Art","score_opus":0.023672294724243394,"score_gpt":0.25366503405888857,"score_spread":0.22999273933464517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768511451","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":[0.6714843,0.001275582,0.000049906004,0.005522103,0.002596688,0.00052831706,0.00010978751,0.00012638341,0.31830692],"genre_scores_gemma":[0.9426354,0.001327114,0.00015289776,0.0007063431,0.00090384,0.000018192397,0.0000068443405,0.000051183382,0.05419819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969219,0.000107619104,0.00041770915,0.00079992216,0.0007522143,0.0010006266],"domain_scores_gemma":[0.997862,0.00008796545,0.0003771167,0.0012835246,0.000024179084,0.00036521623],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00046158172,0.00047276795,0.00055632164,0.000046471323,0.0032045175,0.00048748526,0.0014030787,0.00029067387,0.006592365],"category_scores_gemma":[0.00027772583,0.00045204491,0.00031607933,0.00011959111,0.0017604585,0.00049027114,0.001282422,0.00042684012,0.012889569],"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":[0.000056640765,0.0003618612,0.8182248,0.000060333496,0.00019575143,0.00015769296,0.0077672587,0.000011878037,0.0011520318,0.0037724376,0.10700291,0.061236396],"study_design_scores_gemma":[0.00068129256,0.00012432488,0.83090895,0.00005581193,0.00008129827,0.000004638514,0.0007484703,0.00008824656,0.0005042417,0.0020882764,0.16409066,0.00062376884],"about_ca_topic_score_codex":0.0036726808,"about_ca_topic_score_gemma":0.001910714,"teacher_disagreement_score":0.27115107,"about_ca_system_score_codex":0.00039455772,"about_ca_system_score_gemma":0.000038343915,"threshold_uncertainty_score":0.9997931},"labels":[],"label_agreement":null},{"id":"W2781830886","doi":"","title":"A Study on Recognition of Working Mom and Demand of activate the ‘Father’s Parental Leave System’","year":2016,"lang":"en","type":"article","venue":"Early childhood education","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Developmental psychology; Business","score_opus":0.02352208641063824,"score_gpt":0.22728460773350895,"score_spread":0.2037625213228707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781830886","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":[0.99513817,0.000048208254,0.000008997566,0.00013399134,0.00011777388,0.00032095695,0.0000033202055,0.000008830482,0.0042197583],"genre_scores_gemma":[0.9997943,0.000015306747,0.000011778191,0.000014437091,0.00006454052,0.000021402553,7.9180063e-7,0.000006019523,0.00007144643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999437,0.000076362194,0.0001325976,0.00012756535,0.00014871144,0.00007779666],"domain_scores_gemma":[0.99968153,0.00006336262,0.00012646816,0.00009946561,0.0000071966915,0.000021956108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015869676,0.00006601662,0.000094812705,0.000016798971,0.000108269836,0.000008278335,0.000062574225,0.000021130456,0.000022423139],"category_scores_gemma":[0.000028128867,0.000037860347,0.000023757872,0.0000800462,0.00009524442,0.00006406027,0.00003603169,0.000034991066,0.000021220798],"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":[0.00001382423,0.00049227744,0.8205987,0.0000031866894,0.000037561655,1.0502067e-7,0.07163723,5.302685e-7,0.0010170529,0.00005459073,0.00016306028,0.10598188],"study_design_scores_gemma":[0.00020401271,0.00015315469,0.9839268,0.000108977554,0.000019009212,6.688024e-7,0.013853852,1.145414e-7,0.0013452682,0.0003216548,0.000017615093,0.000048928985],"about_ca_topic_score_codex":0.00040025037,"about_ca_topic_score_gemma":0.000057840676,"teacher_disagreement_score":0.16332804,"about_ca_system_score_codex":0.00006532186,"about_ca_system_score_gemma":0.000011934014,"threshold_uncertainty_score":0.15439002},"labels":[],"label_agreement":null},{"id":"W2782051656","doi":"","title":"어청도 어촌취락의 공간구조와 주거형태에 관한 연구","year":2011,"lang":"ko","type":"article","venue":"한국농촌건축학회 논문집","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Quarter (Canadian coin); Geography; Front (military); Fishing; Archaeology; Meteorology; Fishery","score_opus":0.03564592867147607,"score_gpt":0.2093088751682409,"score_spread":0.17366294649676484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782051656","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":[0.5579236,0.0013150582,0.00013476727,0.0007466252,0.0016440052,0.0004936821,0.000065042565,0.00017359895,0.4375036],"genre_scores_gemma":[0.9691737,0.0008188289,0.00042456377,0.0008715097,0.00036506102,0.000018294435,0.0000052569694,0.000047189405,0.02827558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99739724,0.00013585431,0.00040593647,0.00064862455,0.0005511428,0.0008611883],"domain_scores_gemma":[0.9989364,0.000065178014,0.00016109008,0.0005035046,0.000018286175,0.00031550523],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003609958,0.00040036291,0.00043056044,0.00004319203,0.0006341124,0.00006151384,0.0006063491,0.00023787707,0.019678036],"category_scores_gemma":[0.00007751769,0.00038046134,0.00025065042,0.00033996848,0.0009538458,0.00025038357,0.00057048904,0.0003325152,0.021744492],"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":[0.000097105025,0.000807235,0.8305294,0.00005855303,0.00024386897,0.00019001744,0.03754526,0.0000040364353,0.0007737794,0.009926845,0.05415125,0.065672636],"study_design_scores_gemma":[0.000661964,0.0002731558,0.91225964,0.000045995155,0.00011920314,0.000007898956,0.0024841987,0.000046424906,0.0016072392,0.005184592,0.076487124,0.0008225721],"about_ca_topic_score_codex":0.0037461182,"about_ca_topic_score_gemma":0.000701926,"teacher_disagreement_score":0.4112501,"about_ca_system_score_codex":0.00028838552,"about_ca_system_score_gemma":0.000026619664,"threshold_uncertainty_score":0.99986476},"labels":[],"label_agreement":null},{"id":"W278564251","doi":"","title":"A Study on Social Supports for the Elderly Housing in Senior Concentrated Cities in the United States and Canada : Focused on Small Cities along Rural Counties","year":2011,"lang":"en","type":"article","venue":"Journal of Korean Home Management Association","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Metropolitan area; Rural area; Economic growth; Service (business); Geography; Socioeconomics; Business; Gerontology; Political science; Sociology; Medicine; Marketing","score_opus":0.025973674954612797,"score_gpt":0.2186138712540753,"score_spread":0.1926401962994625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W278564251","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":[0.99743724,0.000021203075,0.0000065087224,0.0010502997,0.00015222556,0.0005661697,0.000011976081,0.000005617954,0.0007487326],"genre_scores_gemma":[0.99928254,0.000120596924,0.0000115226685,0.00034349656,0.000054141463,0.00001789189,0.0000060811763,0.000009672574,0.00015406644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852204,0.00020955167,0.00037333585,0.0000998454,0.00053173304,0.00026347546],"domain_scores_gemma":[0.99911237,0.00035754437,0.00041965916,0.000057879384,0.000031933865,0.000020612744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012337932,0.00013876113,0.0002189525,0.00009730671,0.0003273591,0.00009352004,0.00017336932,0.00003371877,0.000012364182],"category_scores_gemma":[0.000047039066,0.00008897107,0.000045623005,0.0002313622,0.00007530141,0.00010645637,0.0000416746,0.00016537232,4.182556e-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":[0.00017074597,0.00015724887,0.9315442,0.000009233322,0.00016693184,0.0000484324,0.058261096,0.00013395009,8.591936e-7,0.0002541408,0.0071568717,0.0020963086],"study_design_scores_gemma":[0.0010907152,0.00031313003,0.8125413,0.000020186686,0.00006305956,3.4586134e-7,0.18503273,0.00003684192,0.000004882489,0.0005024582,0.00030211147,0.000092255854],"about_ca_topic_score_codex":0.16304046,"about_ca_topic_score_gemma":0.5713331,"teacher_disagreement_score":0.40829262,"about_ca_system_score_codex":0.0009721099,"about_ca_system_score_gemma":0.000021481746,"threshold_uncertainty_score":0.84253293},"labels":[],"label_agreement":null},{"id":"W2791569175","doi":"","title":"A Study on the Cooperative co-parenting of According to Background Variables of Cooperative Act","year":2014,"lang":"en","type":"article","venue":"Early childhood education","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Co-occurrence; Developmental psychology; Social psychology; Linguistics; Philosophy","score_opus":0.02246768821489041,"score_gpt":0.2753764698044421,"score_spread":0.25290878158955166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791569175","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":[0.97148776,0.000007978617,0.00011277164,0.00025470575,0.00013244864,0.0005468133,0.000003996677,0.0000088373345,0.027444705],"genre_scores_gemma":[0.99927706,0.0000014562613,0.00013294768,0.00022715927,0.0000872042,0.000040143896,0.0000030394535,0.000009221491,0.00022176155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990393,0.00019512304,0.0002072185,0.00019474236,0.00023049206,0.00013312697],"domain_scores_gemma":[0.9994041,0.00021482054,0.00012580004,0.00017675734,0.00003814238,0.000040377756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004142672,0.00010993542,0.00017831361,0.00002768699,0.00027559572,0.000033994467,0.00017927542,0.000023302106,0.00015525469],"category_scores_gemma":[0.00026268064,0.000077579665,0.000032110158,0.00029708113,0.00009433334,0.00011246661,0.000071615395,0.00008645658,0.00008137493],"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":[0.000020035357,0.0020367762,0.59441406,0.0000034049751,0.000122031146,8.8730026e-8,0.38303426,0.00059918314,0.0021477304,0.006036111,0.0050667487,0.0065196026],"study_design_scores_gemma":[0.00013483688,0.0004099346,0.9455369,0.000030007885,0.000015645,1.320888e-7,0.05155567,0.0000022463014,0.0019358121,0.00012550285,0.00016804249,0.000085279265],"about_ca_topic_score_codex":0.00078181754,"about_ca_topic_score_gemma":0.0000827488,"teacher_disagreement_score":0.35112286,"about_ca_system_score_codex":0.000072675364,"about_ca_system_score_gemma":0.000049947543,"threshold_uncertainty_score":0.31636068},"labels":[],"label_agreement":null},{"id":"W2804946661","doi":"10.3130/jaabe.17.253","title":"The Architectural Meaning of the Seductive Domestic Spaces Described in Narratives: Yi Sang′s The Wings (1936) and Inho Choe′s Another Man′s Room (1971)","year":2018,"lang":"en","type":"article","venue":"Journal of Asian Architecture and Building Engineering","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Kwangwoon University; McGill University","keywords":"Narrative; Architecture; Meaning (existential); Aesthetics; Action (physics); Apartment; Sociology; Epistemology; Visual arts; Literature; Art; Philosophy; Engineering","score_opus":0.005800714106960525,"score_gpt":0.20899462462795862,"score_spread":0.20319391052099808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804946661","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":[0.9946124,0.0006662679,0.0010237013,0.0026937076,0.00015438297,0.00012658472,9.0819026e-7,0.000006765787,0.00071531575],"genre_scores_gemma":[0.99786204,0.000032912514,0.0017864733,0.00007569888,0.00018980163,0.0000017055505,2.928993e-8,0.0000136604085,0.00003770285],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991243,0.00007035279,0.00022955648,0.00012053571,0.0002296509,0.00022560151],"domain_scores_gemma":[0.99950385,0.00017165169,0.00016748368,0.000101859434,0.000013342142,0.000041800522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040045186,0.00015172284,0.0001974558,0.00005345157,0.00032087017,0.00006195821,0.00024235557,0.00003533217,0.0000059508498],"category_scores_gemma":[0.00015311071,0.00007044271,0.000067140805,0.0002399847,0.0004831217,0.000078858924,0.00015139637,0.000386405,2.5515052e-7],"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":[0.0003521839,0.000074808246,0.08584106,0.00011817172,0.0005593787,0.00004167265,0.5958766,0.025465965,0.14268987,0.001514896,0.0009481434,0.14651726],"study_design_scores_gemma":[0.0017501843,0.0007526416,0.92305136,0.0013956779,0.00013599324,0.0008468149,0.029671498,0.001937563,0.008768508,0.015059829,0.015875012,0.00075492763],"about_ca_topic_score_codex":0.000052059542,"about_ca_topic_score_gemma":0.00021280248,"teacher_disagreement_score":0.8372103,"about_ca_system_score_codex":0.000056031928,"about_ca_system_score_gemma":0.000009678744,"threshold_uncertainty_score":0.28725702},"labels":[],"label_agreement":null},{"id":"W2806208034","doi":"10.3968/10289","title":"Family Miniaturization and Its Influencing Factors in Urban China","year":2018,"lang":"en","type":"article","venue":"Canadian social science","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Urbanization; China; Mainland China; Diversification (marketing strategy); Geography; Economic geography; Population; Economic growth; Social security; Demographic economics; Sustainable development; Socioeconomics; Period (music); Development economics; Demography; Sociology; Economics; Business; Political science","score_opus":0.010279017710576386,"score_gpt":0.21242906683479573,"score_spread":0.20215004912421936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806208034","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":[0.8701203,0.000030344454,0.0000010273419,0.00010660119,0.000112977345,0.00008184223,0.000005362105,0.000010529028,0.12953101],"genre_scores_gemma":[0.9992945,0.000006038781,0.000015499762,0.0003833619,0.00009457276,0.000002084001,6.922215e-7,0.000004505989,0.00019872622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989853,0.000018759682,0.0000972043,0.00025177252,0.00022741241,0.00041957936],"domain_scores_gemma":[0.99965286,0.000008632123,0.00003116412,0.000047954443,0.000012635625,0.00024677513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002355963,0.00008274547,0.000086217966,0.00007489868,0.00095516647,0.000056519028,0.00019989823,0.000050619026,0.000096107615],"category_scores_gemma":[0.00010931346,0.00008160272,0.000013265176,0.0008860462,0.0010753394,0.0003044438,0.00007731269,0.000069687834,0.00004666709],"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":[8.938305e-7,0.000003726753,0.9663714,9.165139e-7,9.351861e-7,0.0000022950364,0.025150258,2.7728325e-7,0.0034528412,0.002601186,0.0010972852,0.0013179429],"study_design_scores_gemma":[0.00005638229,0.000014129561,0.9918933,0.0000030939902,0.0000013645075,1.4116623e-7,0.0014825905,0.000031210137,0.00021626952,0.00013981007,0.006050772,0.000110951485],"about_ca_topic_score_codex":0.054674894,"about_ca_topic_score_gemma":0.12919717,"teacher_disagreement_score":0.12933229,"about_ca_system_score_codex":0.00073432614,"about_ca_system_score_gemma":0.00009205951,"threshold_uncertainty_score":0.9516201},"labels":[],"label_agreement":null},{"id":"W2884441537","doi":"10.71781/29098","title":"Influence of Perceived Stressful Homework on Lifestyle Habits and Subsequently on Adiposity : a QUALITY Study","year":2017,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Psychology; Quality (philosophy); Developmental psychology; Clinical psychology; Gerontology; Medicine","score_opus":0.03904001404405714,"score_gpt":0.3449731821373555,"score_spread":0.30593316809329835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884441537","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":[0.8989119,0.000030593208,1.0563702e-8,0.000017438077,0.00006392015,0.00081141235,0.000056858862,0.0000013859511,0.10010648],"genre_scores_gemma":[0.98633367,0.000037208578,0.000026111175,0.000019104531,0.000023287013,0.000026065129,0.000041197687,0.000013645669,0.013479723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837816,0.00016635632,0.00028735108,0.0005367281,0.00043942305,0.00019200129],"domain_scores_gemma":[0.99893695,0.000104507904,0.00039903563,0.00044355082,0.000021781223,0.00009418322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039218,0.00024676442,0.00047543677,0.000024268538,0.0004799638,0.00012060498,0.0006566959,0.00015948017,0.000579229],"category_scores_gemma":[0.00021292834,0.00022000562,0.000053908923,0.000059960825,0.00020759605,0.00015116409,0.00018689469,0.0002599162,0.00022334263],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005914044,0.0010160473,0.92605454,0.00003267815,0.0001550495,0.000022428416,0.032204494,0.000099830686,0.00083954533,0.000012998618,0.00024888158,0.038722094],"study_design_scores_gemma":[0.00037413437,0.0004134121,0.9952353,0.00017487258,0.0000602746,1.2258717e-7,0.0025158022,5.531298e-7,0.00040993522,0.0000402926,0.0005425545,0.00023271964],"about_ca_topic_score_codex":0.0056555206,"about_ca_topic_score_gemma":0.023130499,"teacher_disagreement_score":0.08742175,"about_ca_system_score_codex":0.0001083676,"about_ca_system_score_gemma":0.000027274056,"threshold_uncertainty_score":0.9946948},"labels":[],"label_agreement":null},{"id":"W2890509775","doi":"","title":"Young Children's Environmental Attitudes：the Relationship with Residential Environment and their Parents' Environmental Literacy","year":2005,"lang":"en","type":"article","venue":"Early childhood education","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Literacy; Psychology; Environmental education; Developmental psychology; Environmental health; Pedagogy; Medicine","score_opus":0.004449972621112092,"score_gpt":0.19553445306707765,"score_spread":0.19108448044596554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890509775","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":[0.99671745,0.0008430122,0.000050398015,0.0007418325,0.000097738994,0.0005539994,0.00003042274,0.00003462749,0.0009305069],"genre_scores_gemma":[0.99742687,0.00022455252,0.0003813049,0.00027670528,0.00040398166,0.00007889956,0.00010188345,0.00003450628,0.001071282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984315,0.00010831853,0.00025974005,0.000491437,0.00037671952,0.00033225902],"domain_scores_gemma":[0.9992965,0.00006573895,0.00014299194,0.00034947885,0.000001077454,0.0001442393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016211177,0.00029000532,0.00015655273,0.000034828507,0.0008667994,0.00012992426,0.0002304466,0.00007623072,0.0008210237],"category_scores_gemma":[0.000011168202,0.00020789479,0.00006518242,0.00007545756,0.00049966003,0.00058059755,0.00019702796,0.00026649484,0.00066498073],"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":[0.000008312137,0.00041887426,0.95057124,6.204823e-7,0.000039355302,2.4981642e-7,0.025111075,0.00003446554,0.00010363577,0.000038326252,0.00062862167,0.02304522],"study_design_scores_gemma":[0.00036229088,0.000083641135,0.9960777,0.000012816468,0.000037314658,0.000028524555,0.0010268921,0.0000030941987,0.00008833247,0.00018737938,0.0018226774,0.00026934527],"about_ca_topic_score_codex":0.00028011343,"about_ca_topic_score_gemma":0.00006624051,"teacher_disagreement_score":0.045506448,"about_ca_system_score_codex":0.00037765212,"about_ca_system_score_gemma":0.000020330684,"threshold_uncertainty_score":0.8989634},"labels":[],"label_agreement":null},{"id":"W2892438759","doi":"","title":"Characteristics of University Student Housing and Implications for Urban Development in Mid-Sized Cities","year":2006,"lang":"en","type":"article","venue":"Canadian journal of urban research","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Economic growth; Sociology; Psychology; Economics","score_opus":0.04699863096970001,"score_gpt":0.2866233755570614,"score_spread":0.2396247445873614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892438759","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":[0.9974937,0.00028232322,0.000035776597,0.00041117647,0.000028448818,0.00014225098,0.000022454145,0.0000010501843,0.0015828377],"genre_scores_gemma":[0.998994,0.00004005395,0.0003518264,0.000008924006,0.00003685589,0.0000010592437,0.0000018235881,0.0000051362763,0.00056031236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999191,0.000088548964,0.00020764982,0.000084042586,0.00016786982,0.00026091054],"domain_scores_gemma":[0.9994524,0.0001604047,0.000076023396,0.000056933546,0.00008346177,0.0001707798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009094073,0.00005247743,0.00015049128,0.00017804341,0.00029150883,0.000025097366,0.00017358366,0.000032566066,0.000030209565],"category_scores_gemma":[0.00008592685,0.00005352489,0.000027713446,0.00021591704,0.00039278754,0.0000638828,0.00004126326,0.00012163056,0.000001205961],"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":[0.00002171092,0.000018772038,0.98946595,0.000010770252,0.000009900516,0.000011278714,0.0019729654,0.0000031923369,0.00024956622,0.0007623459,0.006159429,0.0013141287],"study_design_scores_gemma":[0.00031582772,0.000037549667,0.9692751,0.000025954987,0.000004033066,0.0000014780056,0.0009200336,0.000001423564,0.00008277075,0.00031405815,0.028970862,0.000050921222],"about_ca_topic_score_codex":0.009957733,"about_ca_topic_score_gemma":0.069563046,"teacher_disagreement_score":0.059605315,"about_ca_system_score_codex":0.000713447,"about_ca_system_score_gemma":0.0003474462,"threshold_uncertainty_score":0.996635},"labels":[],"label_agreement":null},{"id":"W2895967301","doi":"10.18350/ipaid.2018.27.2.33","title":"The Governance of Social Economy and Regional Development in Korea","year":2018,"lang":"en","type":"article","venue":"Institute for Poverty Alleviation and International Development","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Metropolitan area; Corporate governance; Context (archaeology); Sustainability; General partnership; Construct (python library); Social economy; Political science; Globalization; Sustainable development; Economic growth; Local government; Government (linguistics); Economy; Politics; Economic system; Business; Economics; Geography; Public administration","score_opus":0.023788753823899236,"score_gpt":0.24445680158493147,"score_spread":0.22066804776103222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895967301","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":[0.87308943,0.00024761396,0.0021654828,0.011731826,0.00072127825,0.0006981796,0.000017878561,0.000023508997,0.11130482],"genre_scores_gemma":[0.992834,0.00017205325,0.0027123815,0.0008621578,0.000084839114,0.00005749119,0.000027379056,0.000004997739,0.0032447167],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937993,0.0000070280544,0.00023644564,0.00014214133,0.00013295305,0.000101485224],"domain_scores_gemma":[0.99978626,0.000029209748,0.00010250111,0.000027467271,0.000032043405,0.00002249903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018554628,0.00007385884,0.00007974851,0.000014256097,0.00032159442,0.000023718721,0.00009973308,0.000029409668,0.00005028353],"category_scores_gemma":[0.000033666543,0.000057619207,0.000015526424,0.000039373204,0.00024450323,0.000162325,0.00010615625,0.000029804163,0.000009424298],"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":[0.0003728916,0.00021054542,0.13960022,0.000036251597,0.00027307335,0.000001003153,0.022949167,0.000018860379,0.00016404412,0.3695211,0.07841022,0.3884426],"study_design_scores_gemma":[0.00026903753,0.000008155697,0.37415296,0.0000064609594,8.7151636e-7,4.864872e-7,0.00004855455,0.0000847413,0.00013410956,0.00071188563,0.62452894,0.000053813863],"about_ca_topic_score_codex":0.00004779554,"about_ca_topic_score_gemma":0.002260549,"teacher_disagreement_score":0.5461187,"about_ca_system_score_codex":0.00021226691,"about_ca_system_score_gemma":0.000039579336,"threshold_uncertainty_score":0.24734768},"labels":[],"label_agreement":null},{"id":"W2900995494","doi":"10.23880/jenr-16000107","title":"Relationship between the Demographic Characteristics of Park Users and Park Based User Activities: The Case of Stanley Park and Queen Elizabeth Park","year":2017,"lang":"en","type":"article","venue":"Journal of Ecology & Natural Resources","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":1,"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 Northern British Columbia","funders":"","keywords":"Queen (butterfly); Urban park; National park; Geography; Forestry; Ecology; Archaeology; Environmental planning; Biology","score_opus":0.0173008593196843,"score_gpt":0.2561972034437344,"score_spread":0.23889634412405011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900995494","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":[0.9973695,0.0005722318,0.0000030707404,0.0016043993,0.00010828377,0.00013933769,0.000027349271,0.000003104169,0.00017269322],"genre_scores_gemma":[0.9993699,0.00022406205,0.00008677176,0.00012126003,0.00009498056,0.0000023360788,7.754351e-7,0.000008802505,0.000091092894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862635,0.0003592445,0.00044918078,0.00013501415,0.00021423724,0.00021600169],"domain_scores_gemma":[0.99575484,0.0027308755,0.0011732826,0.00022388443,0.000038015227,0.00007909438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011285826,0.00014660716,0.0004188033,0.000049408827,0.0010022834,0.000054435972,0.0003454215,0.00012541818,0.000022971653],"category_scores_gemma":[0.0010513657,0.000081250866,0.00011258441,0.00008342117,0.0021376521,0.00018135601,0.000168436,0.00047399098,4.3850787e-7],"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":[0.000085428415,0.00001914116,0.9965757,0.000013592248,0.00009335014,0.00003366721,0.0017048155,0.000004850548,0.000035235687,0.00006038419,0.0005825865,0.0007912364],"study_design_scores_gemma":[0.0003726906,0.00017587854,0.9954062,0.000027622138,0.00017214201,0.000034336255,0.0014694943,0.000018765393,0.000052099072,0.0005341295,0.0016501315,0.00008649045],"about_ca_topic_score_codex":0.00032830815,"about_ca_topic_score_gemma":0.00076907175,"teacher_disagreement_score":0.0028714738,"about_ca_system_score_codex":0.00004126253,"about_ca_system_score_gemma":0.000019779693,"threshold_uncertainty_score":0.7876268},"labels":[],"label_agreement":null},{"id":"W2908099137","doi":"10.1088/1755-1315/213/1/012015","title":"Investigation of Urban Places in Seoul Digital Industrial Complex (G-Valley)","year":2018,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Metropolitan area; Clothing; Yearbook; Economic growth; Vision; Business; Government (linguistics); World War II; Quarter (Canadian coin); Economy; Regional science; Economic geography; Political science; Geography; Economics; Sociology","score_opus":0.03944243521933844,"score_gpt":0.20964854761061652,"score_spread":0.17020611239127809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908099137","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":[0.9845451,0.00001776547,0.000005037135,0.00013468484,0.00007265018,0.0001520396,0.000026772554,0.000013802639,0.015032129],"genre_scores_gemma":[0.9992154,0.00004863871,0.00016346824,0.00006445877,0.000047941354,0.0000042932984,0.000008287639,0.000004891616,0.00044260535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860656,0.000026914468,0.00022994481,0.00036658568,0.0004332622,0.00033674476],"domain_scores_gemma":[0.9995843,0.000022516968,0.000092615526,0.00013478643,0.000004808428,0.00016095508],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00022498051,0.00014803447,0.00017644309,0.000047977526,0.0003076226,0.000087961525,0.0002498619,0.00005731062,0.00082892546],"category_scores_gemma":[0.000044144213,0.00013505446,0.000021435346,0.00031696912,0.008103808,0.0009263683,0.00036763272,0.000097012206,0.00006611044],"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":[0.000069942595,0.000033213426,0.8673072,0.0000037467864,0.0000044523895,0.0000028811767,0.0063322866,0.0000058980168,0.11068211,0.0004833252,0.0002710955,0.014803894],"study_design_scores_gemma":[0.00042147844,0.00035653822,0.95628697,0.000017313134,0.0000038246426,0.000005045119,0.0031224212,0.000165947,0.035200577,0.0004876951,0.0037040205,0.00022818589],"about_ca_topic_score_codex":0.0003301799,"about_ca_topic_score_gemma":0.00047124195,"teacher_disagreement_score":0.088979796,"about_ca_system_score_codex":0.00006466376,"about_ca_system_score_gemma":0.000029140292,"threshold_uncertainty_score":0.9945956},"labels":[],"label_agreement":null},{"id":"W2908276611","doi":"","title":"도시 공공디자인 및 도시 브랜드 강화에 관한 연구","year":2018,"lang":"ko","type":"article","venue":"한국디자인리서치","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"History; Political science; Geography","score_opus":0.014913809308145613,"score_gpt":0.23139762925247745,"score_spread":0.21648381994433183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908276611","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":[0.7035382,0.0009152128,0.000102791026,0.0024276928,0.002189097,0.00039896197,0.0000700803,0.00014501248,0.290213],"genre_scores_gemma":[0.9584467,0.00049533654,0.000267117,0.0016780242,0.0016125584,0.000012296333,0.000005668549,0.00004139788,0.037440926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974373,0.00011160411,0.00035315234,0.0006472156,0.000604633,0.00084611325],"domain_scores_gemma":[0.99899924,0.000076277065,0.00013963602,0.00047936797,0.000028418193,0.0002770628],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033454812,0.00036111692,0.000384834,0.00003612701,0.0009960325,0.000112628164,0.0005338377,0.00022054443,0.014840994],"category_scores_gemma":[0.00009843042,0.00034057704,0.00020460194,0.00039230243,0.0018993559,0.00021520202,0.00057135604,0.0002664508,0.026059367],"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":[0.000085922016,0.00052069593,0.48670048,0.000054810786,0.00024241334,0.00007783367,0.023246165,0.0000044384165,0.0028561545,0.00401275,0.4050436,0.07715473],"study_design_scores_gemma":[0.0006098772,0.0003997189,0.5875694,0.00005731024,0.00008086972,0.0000056283857,0.001596331,0.00011133539,0.001644453,0.0020783907,0.40516,0.0006866739],"about_ca_topic_score_codex":0.0019287968,"about_ca_topic_score_gemma":0.0013820357,"teacher_disagreement_score":0.2549085,"about_ca_system_score_codex":0.00035104124,"about_ca_system_score_gemma":0.000028679136,"threshold_uncertainty_score":0.99990463},"labels":[],"label_agreement":null},{"id":"W2920860621","doi":"","title":"캐나다 루밍하우스의 계획기준과 관리제도 특성 분석","year":2018,"lang":"ko","type":"article","venue":"대한건축학회 논문집 - 계획계","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Business; Order (exchange); Public housing; Economic growth; Finance; Economics","score_opus":0.01541632154900318,"score_gpt":0.23432757682834146,"score_spread":0.21891125527933827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920860621","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":[0.5374787,0.0015308213,0.00011483102,0.0029359448,0.0029180064,0.00053400145,0.000097204356,0.00019172166,0.4541988],"genre_scores_gemma":[0.9381024,0.00058732356,0.00028122982,0.0016107055,0.0018088147,0.000014347864,0.000007996715,0.000051891435,0.05753526],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969505,0.0001390858,0.0004326269,0.0007631824,0.0007111091,0.0010034881],"domain_scores_gemma":[0.99878883,0.000090027745,0.00017000557,0.00057974673,0.000034885805,0.00033648347],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038852476,0.0004379709,0.0004642829,0.000046301288,0.001122861,0.00014225818,0.0006389257,0.00026623547,0.013218233],"category_scores_gemma":[0.00012163938,0.00041304447,0.0002393979,0.0004599456,0.0021063993,0.0002560773,0.00068547425,0.00032141776,0.031924933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120525656,0.00071070984,0.2562924,0.00006708601,0.00031895883,0.00010308228,0.025522552,0.000008880837,0.0042802016,0.0051719076,0.6331084,0.07429531],"study_design_scores_gemma":[0.0007547777,0.00048416757,0.4240377,0.000066927445,0.00010561482,0.000007578252,0.0016979775,0.0001468798,0.0017070911,0.0023302129,0.5678365,0.00082456326],"about_ca_topic_score_codex":0.002362654,"about_ca_topic_score_gemma":0.0014136563,"teacher_disagreement_score":0.40062377,"about_ca_system_score_codex":0.0004159861,"about_ca_system_score_gemma":0.000035880315,"threshold_uncertainty_score":0.99983215},"labels":[],"label_agreement":null},{"id":"W2922138702","doi":"10.1155/2019/9561403","title":"An Analysis of Habitual Mode Use in the Years of Rising Oil Prices","year":2019,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Land, Infrastructure and Transport","keywords":"Public transport; Christian ministry; Probit model; Mode choice; Mode (computer interface); Panel data; Probit; Panel survey; State (computer science); Ordered probit; Survey data collection; Business; Transport engineering; Econometrics; Economics; Public economics; Demographic economics; Computer science; Engineering; Political science; Statistics","score_opus":0.009344249636696247,"score_gpt":0.2527376713964549,"score_spread":0.24339342175975867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922138702","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":[0.99960876,0.00003523124,0.00018653639,0.000015378228,0.000028196067,0.000024713565,0.000006549416,9.625788e-7,0.00009367931],"genre_scores_gemma":[0.9982725,0.00009371323,0.0015973698,0.000015056475,0.0000058794303,2.702354e-7,0.0000034903487,0.0000024109258,0.000009314244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993043,0.000025415615,0.00029503953,0.00005373121,0.0002654615,0.000056068304],"domain_scores_gemma":[0.9995288,0.00006236668,0.0003160079,0.000061182465,0.000017346545,0.000014296231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017953536,0.00003798038,0.00017402224,0.00006571399,0.000013577271,0.0000038913918,0.00009364971,0.000018058874,0.000028427932],"category_scores_gemma":[0.00001006152,0.000028833581,0.00008705933,0.0003576399,0.000048213085,0.00039565717,0.0000010303597,0.00005795623,5.2183225e-7],"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":[0.000056726374,0.000072951,0.60053265,0.0000051413945,0.000049729417,0.0000023409038,0.01838963,0.36733454,0.00907736,0.000060011786,0.0000017268761,0.00441722],"study_design_scores_gemma":[0.0002246982,0.000077660035,0.9952669,0.000012142917,0.00011685695,1.18874496e-7,0.0036820949,0.00021073042,0.00025644107,0.00008326182,0.000038757127,0.000030333962],"about_ca_topic_score_codex":0.0003413241,"about_ca_topic_score_gemma":0.0026369942,"teacher_disagreement_score":0.39473426,"about_ca_system_score_codex":0.000026908565,"about_ca_system_score_gemma":0.000004664961,"threshold_uncertainty_score":0.14715047},"labels":[],"label_agreement":null},{"id":"W2942870363","doi":"","title":"모포시스 건축의 오브제적 특성에 관한 연구 -기숙사 건축을 중심으로-","year":2018,"lang":"ko","type":"article","venue":"대한건축학회 학술발표대회 논문집","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Perspective (graphical); Object (grammar); Sociology; Psychology; Visual arts; Art; Computer science; Artificial intelligence","score_opus":0.014913809308145613,"score_gpt":0.23139762925247745,"score_spread":0.21648381994433183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942870363","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":[0.7451596,0.0015134654,0.0001641676,0.0031486622,0.0031665731,0.0006973328,0.000120196884,0.0002497519,0.24578024],"genre_scores_gemma":[0.96115077,0.0007642158,0.0003260389,0.0019215115,0.0020562795,0.000022956005,0.000011569543,0.00007398738,0.033672694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959836,0.00019310154,0.00058551854,0.001005903,0.0009320021,0.0012998525],"domain_scores_gemma":[0.998366,0.00012906165,0.00024018645,0.0007680349,0.000052701762,0.0004440076],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00052599417,0.00059318286,0.0006238113,0.00006965272,0.0013953653,0.0001880635,0.00085436966,0.00035722385,0.012887571],"category_scores_gemma":[0.00015999918,0.00056477333,0.00032744184,0.00061501807,0.0025508932,0.00033981295,0.0008919995,0.00044265477,0.03145702],"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":[0.0001598288,0.0008338374,0.5450988,0.000090322166,0.0003916963,0.00014927429,0.019976897,0.0000120457225,0.0052085626,0.0060174624,0.35494033,0.06712098],"study_design_scores_gemma":[0.0010313238,0.0006184425,0.6177121,0.0000857911,0.00015063414,0.000011072334,0.0020593158,0.00019552479,0.0027523206,0.0039214264,0.37030867,0.0011534205],"about_ca_topic_score_codex":0.0025948451,"about_ca_topic_score_gemma":0.0020026332,"teacher_disagreement_score":0.21599114,"about_ca_system_score_codex":0.0005305512,"about_ca_system_score_gemma":0.000051769264,"threshold_uncertainty_score":0.9999047},"labels":[],"label_agreement":null},{"id":"W2943058228","doi":"","title":"Effects of Nature-Friendly Education using Ecological Picture Books on the Child's Environment-Friendly Attitude and the Child's Social-Friendly Activities","year":2008,"lang":"en","type":"article","venue":"Early childhood education","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmentally friendly; Psychology; Ecology; Biology","score_opus":0.004216986893415913,"score_gpt":0.20488332572418114,"score_spread":0.20066633883076523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943058228","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":[0.9706103,0.0010365857,0.00001600648,0.0030144663,0.0004934015,0.0009984537,0.000008486578,0.000033982302,0.023788303],"genre_scores_gemma":[0.9970247,0.00026471753,0.0001440806,0.0012371007,0.0005766635,0.000120149874,0.000010300076,0.000027374515,0.0005948907],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981037,0.00032375197,0.0002779461,0.00044341607,0.000503728,0.00034750614],"domain_scores_gemma":[0.9990217,0.00030160334,0.00028344156,0.00029784977,0.000013051299,0.00008236611],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00027085765,0.00031207016,0.0003145166,0.000048357706,0.0021407048,0.00005995817,0.00035104546,0.00022971837,0.00017789827],"category_scores_gemma":[0.00016686058,0.00019590317,0.00015353948,0.00018401159,0.0014368184,0.00023322833,0.0001960526,0.00067833904,0.000034169614],"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":[0.00054389046,0.014902644,0.12988389,0.00014816374,0.0011748642,0.000009385489,0.57991016,0.00019627104,0.0023016366,0.10760404,0.09700758,0.066317454],"study_design_scores_gemma":[0.00052518275,0.00017184214,0.988835,0.000038735736,0.00007966198,0.000018626763,0.0025967646,0.0000017525167,0.00071452383,0.0010999584,0.005680526,0.00023746358],"about_ca_topic_score_codex":0.00032397857,"about_ca_topic_score_gemma":0.000024359719,"teacher_disagreement_score":0.8589511,"about_ca_system_score_codex":0.0002521219,"about_ca_system_score_gemma":0.000115700444,"threshold_uncertainty_score":0.9991584},"labels":[],"label_agreement":null},{"id":"W2956057807","doi":"","title":"Settlement Location Determinants","year":2017,"lang":"en","type":"article","venue":"SFU Archaeology Press","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Settlement (finance); Geography; Business","score_opus":0.02549384023726316,"score_gpt":0.2802572486802463,"score_spread":0.2547634084429832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956057807","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":[0.94922626,0.00010474984,0.00028917505,0.0012348684,0.00035949587,0.0001953962,0.000008524414,0.000032491796,0.04854905],"genre_scores_gemma":[0.99609417,0.00005696927,0.00026882873,0.00013293208,0.000053249252,0.000022882694,0.0000016180995,0.0000049394107,0.0033644256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993904,0.00003388849,0.00008652999,0.0001774942,0.00010549954,0.00020613932],"domain_scores_gemma":[0.99954385,0.000018082697,0.000076457414,0.00031387145,0.0000054680163,0.00004228007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012556538,0.00006915925,0.00009316027,0.0000055349774,0.00046340504,0.0000100182915,0.00034821185,0.000040498413,0.00029209486],"category_scores_gemma":[0.00006416052,0.0000616837,0.00002159751,0.000010075803,0.0011594289,0.000089989335,0.00081664755,0.000056485016,0.00027317824],"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":[0.000010096805,0.000023340406,0.9630424,0.0000045429365,0.000010501223,0.00001220821,0.0030871585,0.000016982436,0.000066290144,0.0008662674,0.0037350154,0.029125221],"study_design_scores_gemma":[0.00018881398,0.000030088184,0.95601785,0.000003728113,0.0000074350874,0.0000021344147,0.000049830254,0.00011745892,0.00064928975,0.0038737264,0.03897043,0.00008920009],"about_ca_topic_score_codex":0.00139997,"about_ca_topic_score_gemma":0.00238504,"teacher_disagreement_score":0.046867903,"about_ca_system_score_codex":0.000037751597,"about_ca_system_score_gemma":0.000002991727,"threshold_uncertainty_score":0.4271964},"labels":[],"label_agreement":null},{"id":"W2963361879","doi":"10.22696/jkiaebs.20180054","title":"Analysis of Scoring Status and Adoption Characteristics by Evaluation Items based on LEED Canada Certified Cases","year":2018,"lang":"en","type":"article","venue":"Journal of KIAEBS","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Certification; Business; Economics; Management","score_opus":0.02497648805763796,"score_gpt":0.2536621954717898,"score_spread":0.22868570741415184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963361879","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":[0.99880385,0.000057282905,0.00007122118,0.00009529809,0.00012806854,0.000042734922,0.000020464742,0.0000013075954,0.0007797715],"genre_scores_gemma":[0.999716,0.00003935715,0.000039742863,0.00009561659,0.000058673082,5.1531225e-7,0.000005081071,0.0000032437608,0.000041814168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904585,0.000055280663,0.00024897818,0.00007261377,0.00047521046,0.00010203866],"domain_scores_gemma":[0.9994156,0.0000795639,0.0003119424,0.000057311954,0.000064382206,0.000071217204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033934368,0.00005940633,0.00018395268,0.000053225496,0.00008924942,0.000012851339,0.000043071286,0.000021142241,0.00021341055],"category_scores_gemma":[0.00018747456,0.000049350405,0.00004084338,0.00021797988,0.000087902736,0.000065130625,0.000014573489,0.000053189804,9.1714526e-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":[0.00014278594,0.0000684135,0.9734693,0.000006381223,0.00021918531,0.000007251326,0.0005601317,0.00055919,0.0037243208,0.0000055800824,0.004939838,0.0162976],"study_design_scores_gemma":[0.00024852497,0.00020095916,0.9886827,0.000016505204,0.00037790093,8.390063e-7,0.00026736918,0.008662875,0.000475674,0.000007753587,0.000996997,0.00006191387],"about_ca_topic_score_codex":0.058097005,"about_ca_topic_score_gemma":0.07908676,"teacher_disagreement_score":0.020989753,"about_ca_system_score_codex":0.00032324245,"about_ca_system_score_gemma":0.00005347865,"threshold_uncertainty_score":0.9481752},"labels":[],"label_agreement":null},{"id":"W2965667632","doi":"10.22059/jrur.2019.268783.1301","title":"مفهومسازی پدیدارشناسانه هسته نهادی برنامهریزی فضایی راهبردی کیفیت محیطی روستاهای شهرستان کازرون","year":2020,"lang":"fa","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"York University","funders":"","keywords":"Conceptualization; Spatial planning; Core (optical fiber); Environmental quality; Geography; Environmental planning; Sociology; Political science; Computer science; Physics; Artificial intelligence; Optics","score_opus":0.3510095697155645,"score_gpt":0.5411606492088434,"score_spread":0.19015107949327892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965667632","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":[0.72870916,0.091772266,0.00040955315,0.00852601,0.003739352,0.0027274627,0.00070705597,0.00028351686,0.16312565],"genre_scores_gemma":[0.9308879,0.057196286,0.00030128504,0.0049331677,0.0015559839,0.00006965963,0.0000304482,0.00022235212,0.0048029413],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99002993,0.0009617151,0.0024616166,0.001877194,0.0028163467,0.0018532004],"domain_scores_gemma":[0.99407685,0.00068311207,0.0021263123,0.0010700149,0.0002297411,0.0018139652],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00197502,0.0013732117,0.0026541012,0.00041922863,0.0018126805,0.0029851745,0.006972373,0.0005327873,0.11548686],"category_scores_gemma":[0.0010272146,0.0013370101,0.0010399222,0.0032607375,0.0016796688,0.0042760116,0.006790389,0.0017061967,0.002725996],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047685753,0.0008617384,0.43881,0.0002729331,0.00094936934,0.00043990705,0.0064552925,0.0003688122,0.028216513,0.00025751308,0.4708138,0.05207728],"study_design_scores_gemma":[0.0015071764,0.0000962766,0.73461384,0.0005251966,0.00048354347,0.000023380122,0.0017974019,0.00026427148,0.006624668,0.0037748965,0.24838977,0.0018996033],"about_ca_topic_score_codex":0.006652373,"about_ca_topic_score_gemma":0.0005168181,"teacher_disagreement_score":0.29580384,"about_ca_system_score_codex":0.0008308399,"about_ca_system_score_gemma":0.00024055157,"threshold_uncertainty_score":0.9999624},"labels":[],"label_agreement":null},{"id":"W2973114566","doi":"","title":"Factors Influencing Community Satisfaction in Rural South Korea","year":2019,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Hobby; Community participation; Socioeconomics; Geography; Sociology","score_opus":0.02469325981017247,"score_gpt":0.22657009033632292,"score_spread":0.20187683052615044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973114566","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":[0.99835175,0.00004692773,0.0000042501656,0.000048735186,0.000096681746,0.000072351235,7.677522e-7,0.0000067686133,0.0013717725],"genre_scores_gemma":[0.99964726,0.000039426093,0.00011294444,0.00008980888,0.000008233768,7.870284e-7,0.0000015954791,0.0000049555492,0.000094990675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987718,0.00045703817,0.00033827097,0.000026390815,0.00023850454,0.00016800743],"domain_scores_gemma":[0.9994646,0.00013768692,0.00019623636,0.000108876695,0.000016705802,0.00007592615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008161733,0.0001241895,0.00024182892,0.00005072345,0.0006149652,0.00003043726,0.000199992,0.000048463204,0.00012678678],"category_scores_gemma":[0.000038860486,0.000091449314,0.000043893455,0.00012368885,0.00009841995,0.00024816542,0.0003155205,0.0010348745,0.000020123854],"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":[0.000017068047,0.000049147406,0.90661913,0.000008357353,0.000017078333,4.938904e-7,0.07480752,0.000018845498,0.00028352736,0.0000047522244,0.000043381697,0.018130712],"study_design_scores_gemma":[0.000303187,0.00008071833,0.8625161,0.00006636124,0.0000042266447,0.0000044661488,0.13634393,0.0000021465173,0.00015084175,0.0001959311,0.00023068224,0.000101375],"about_ca_topic_score_codex":0.0047313636,"about_ca_topic_score_gemma":0.003071639,"teacher_disagreement_score":0.061536413,"about_ca_system_score_codex":0.00035267157,"about_ca_system_score_gemma":0.00002141182,"threshold_uncertainty_score":0.7152438},"labels":[],"label_agreement":null},{"id":"W2975212225","doi":"","title":"19세기 아일랜드인들의 영국 이주 원인과 양상","year":2016,"lang":"ko","type":"article","venue":"역사교육논집","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Emigration; Irish; Famine; Immigration; Settlement (finance); Political science; History; Geography; Development economics; Economy; Economic history; Economics; Law","score_opus":0.012212423464217718,"score_gpt":0.20856181571704824,"score_spread":0.19634939225283052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975212225","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":[0.6143849,0.0023226046,0.00035090686,0.011624453,0.002148421,0.00051884115,0.00023789835,0.00019428848,0.36821768],"genre_scores_gemma":[0.9226888,0.0013561662,0.00013336561,0.0006918806,0.00049933087,0.000011584534,0.0000016397737,0.000028395065,0.07458884],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805003,0.000086843946,0.00026733856,0.00048459112,0.00046217805,0.00064904214],"domain_scores_gemma":[0.9991795,0.00012377619,0.00010165729,0.00036606606,0.000011264213,0.00021772647],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023614443,0.0002667899,0.00028954135,0.000024430858,0.00043108955,0.000049998973,0.00038349954,0.0001504542,0.00824371],"category_scores_gemma":[0.000105311345,0.0001823076,0.00016886959,0.00018663461,0.00081965193,0.00019730054,0.00037866723,0.000121075165,0.022986773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052453182,0.00030927028,0.31051213,0.00002826263,0.00015231421,0.00008190663,0.0034565178,0.0000028846696,0.014884019,0.004436572,0.4076457,0.258438],"study_design_scores_gemma":[0.00077898806,0.00013760926,0.42085546,0.00008363845,0.000049800085,0.000003816241,0.00048465256,0.000007410563,0.0022052769,0.0032106908,0.57164145,0.00054120825],"about_ca_topic_score_codex":0.0006448756,"about_ca_topic_score_gemma":0.00038264313,"teacher_disagreement_score":0.30830386,"about_ca_system_score_codex":0.0003698822,"about_ca_system_score_gemma":0.000018487295,"threshold_uncertainty_score":0.9926629},"labels":[],"label_agreement":null},{"id":"W2982829068","doi":"10.23977/aetp.2019.31008","title":"A Comparative Study on Chinese and Western Concepts of Love","year":2019,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wife; Premise; China; Philosophy of love; Sacrifice; Love story; Psychology; True love; Social psychology; Gender studies; Sociology; Aesthetics; Literature; Psychoanalysis; Philosophy; Law; Art; Epistemology; Political science; Theology","score_opus":0.0146458890601029,"score_gpt":0.3882716319727755,"score_spread":0.3736257429126726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982829068","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":[0.9731357,0.001129159,0.0000037883171,0.0017380165,0.00014400046,0.00018127887,0.0000019468127,0.0000048646743,0.023661261],"genre_scores_gemma":[0.9991034,0.00020441986,0.00008786231,0.00021033357,0.0000089741925,0.000012166939,7.2329925e-7,0.000002013693,0.00037006423],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99952984,0.000028248436,0.000106437205,0.00020473014,0.000046550707,0.00008416983],"domain_scores_gemma":[0.9997302,0.000112060094,0.00005158678,0.00008901258,0.000004569731,0.000012569446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056853198,0.00006832418,0.00016665919,0.00006724643,0.000022991802,0.0000011333716,0.000075760756,0.000054508917,0.00016736929],"category_scores_gemma":[0.000015434682,0.000056641602,0.0000066412554,0.00020544975,0.0006341947,0.0000595207,0.000047951886,0.00009862324,0.0000834408],"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":[0.000026236428,0.00028469696,0.9910844,0.000001732353,0.0000067353694,3.349861e-7,0.0032315778,0.000004226607,0.00007551128,0.004122225,0.000055236644,0.0011070655],"study_design_scores_gemma":[0.00040760657,0.00036690975,0.94819045,0.0000042332304,0.0000016616025,0.0000033224233,0.0025843156,8.6045964e-7,0.000007817404,0.046797518,0.0015822918,0.000052992382],"about_ca_topic_score_codex":0.0000073345414,"about_ca_topic_score_gemma":0.0001409674,"teacher_disagreement_score":0.04289395,"about_ca_system_score_codex":0.000012203354,"about_ca_system_score_gemma":0.0000029609816,"threshold_uncertainty_score":0.23367168},"labels":[],"label_agreement":null},{"id":"W2989144583","doi":"","title":"캐나다 이주민 거주지역의 초기 집중과 공간적 확산: 사회통합의 요인 탐색","year":2010,"lang":"ko","type":"article","venue":"한국정책연구","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Metropolitan area; Geography; Census; Regional science; Demography; Sociology; Population; Archaeology","score_opus":0.007922555054454713,"score_gpt":0.21277091380420038,"score_spread":0.20484835874974566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989144583","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":[0.7956618,0.00051301054,0.000022226803,0.002886168,0.00269453,0.00034175772,0.000078346595,0.000114606475,0.19768755],"genre_scores_gemma":[0.9634668,0.00039194216,0.0003381418,0.0010838506,0.0009053164,0.000014209683,0.00000959834,0.000042314892,0.03374778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974865,0.00007750759,0.00035983184,0.0006249521,0.0006215115,0.000829741],"domain_scores_gemma":[0.99886805,0.000107216576,0.000142085,0.0005330025,0.000018983877,0.00033066262],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037175466,0.00037411612,0.00041344986,0.000037874775,0.00077955483,0.00013079445,0.0005993962,0.00030523702,0.012857133],"category_scores_gemma":[0.00014748296,0.00035212582,0.00022989958,0.00030903166,0.0010320727,0.00023040891,0.00052722415,0.000681677,0.013993873],"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":[0.0000639628,0.00074112474,0.60072094,0.00006261645,0.00020473608,0.00013942589,0.013595138,0.0000150348205,0.022943359,0.007954225,0.26917368,0.08438574],"study_design_scores_gemma":[0.0005746964,0.00012822493,0.5576909,0.000024922741,0.00007186098,0.000008408636,0.0010568976,0.00007214992,0.001629487,0.0021222704,0.4359549,0.00066529744],"about_ca_topic_score_codex":0.0022453524,"about_ca_topic_score_gemma":0.0029242723,"teacher_disagreement_score":0.16780503,"about_ca_system_score_codex":0.00016995949,"about_ca_system_score_gemma":0.000032147313,"threshold_uncertainty_score":0.99989307},"labels":[],"label_agreement":null},{"id":"W2992182965","doi":"","title":"Young Children’s Perception of Kindergarten Activities as a Play -according to the absence of teacher and peer and the type of place","year":2016,"lang":"en","type":"article","venue":"Early childhood education","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Perception; Developmental psychology; Pedagogy","score_opus":0.006128128238220529,"score_gpt":0.22438153076885234,"score_spread":0.2182534025306318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992182965","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":[0.9953922,0.00008750057,0.000009020243,0.0015087178,0.00006982185,0.00020090956,0.0000033833803,0.0000035246555,0.0027249209],"genre_scores_gemma":[0.99889153,0.00007000211,0.00004438908,0.00004083787,0.000050278144,0.000007773567,6.5531634e-7,0.00000466435,0.00088983815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99950373,0.000051348234,0.00010307512,0.000102623344,0.00016916331,0.0000700777],"domain_scores_gemma":[0.9997117,0.000063322055,0.000089549605,0.00010050948,0.0000145473805,0.000020358299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023482481,0.00005819449,0.00009619181,0.000014831768,0.000094863244,0.00000920809,0.00007828345,0.000023717663,0.00007366906],"category_scores_gemma":[0.0001227039,0.000029832612,0.000018814582,0.0000754581,0.0002944803,0.000107150096,0.000063717605,0.000039070666,0.00000761018],"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":[0.000028968716,0.000060863164,0.8341879,0.000001976346,0.000024104604,7.706903e-9,0.14267415,0.0000020671582,0.0028855463,0.00040673267,0.0012437529,0.018483931],"study_design_scores_gemma":[0.00016705123,0.000050538296,0.9890765,0.000023731214,0.000011353448,0.0000017610772,0.010119855,3.653497e-7,0.00020335402,0.00024868269,0.000056500114,0.000040302475],"about_ca_topic_score_codex":0.002224968,"about_ca_topic_score_gemma":0.00012184137,"teacher_disagreement_score":0.1548886,"about_ca_system_score_codex":0.000026792079,"about_ca_system_score_gemma":0.000021811775,"threshold_uncertainty_score":0.3363501},"labels":[],"label_agreement":null},{"id":"W2994587342","doi":"","title":"Qualitative Case Study of the Autistic Child through Inclusive Education in the Neighborhood Play","year":2007,"lang":"en","type":"article","venue":"Early childhood education","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Developmental psychology; Psychology; Qualitative research; Autism; Sociology; Social science","score_opus":0.012182279150968317,"score_gpt":0.3195346583239352,"score_spread":0.30735237917296687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994587342","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":[0.9595686,0.00013479723,0.000026338636,0.0009765072,0.00044300943,0.000980662,0.0000036205186,0.000009206551,0.037857223],"genre_scores_gemma":[0.9988642,0.000004605734,0.000060595685,0.0006590088,0.00016091242,0.000045927536,0.0000040940226,0.00000969122,0.00019098567],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985755,0.00034480725,0.00030508832,0.00022572474,0.0003559318,0.00019292557],"domain_scores_gemma":[0.9992742,0.0001832744,0.0001972243,0.0002979566,0.000020718835,0.00002664538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006603401,0.0001315185,0.00012860668,0.000031379313,0.0005365097,0.000024273293,0.00029076604,0.000046384375,0.00007148175],"category_scores_gemma":[0.00017933628,0.00008486556,0.000046410947,0.0005923355,0.00016556711,0.0001792676,0.000119117045,0.00022501775,0.000028485592],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025368606,0.00223541,0.078742735,0.0000012880664,0.000013108689,0.0000022701165,0.90826195,0.0000067860733,0.0000032622115,0.0013584493,0.0014300477,0.007942138],"study_design_scores_gemma":[0.0001466759,0.000075808275,0.62723154,0.000012474495,0.000017506152,0.000024824487,0.36981535,1.6862292e-7,0.000008428578,0.002463491,0.00013841376,0.000065308384],"about_ca_topic_score_codex":0.020243458,"about_ca_topic_score_gemma":0.010307527,"teacher_disagreement_score":0.54848886,"about_ca_system_score_codex":0.00024060726,"about_ca_system_score_gemma":0.00017711047,"threshold_uncertainty_score":0.9862808},"labels":[],"label_agreement":null},{"id":"W2995058936","doi":"","title":"A Study on the Mode Choices of Commuters Living Near Regional Commuter Train Stations in the Greater Toronto and Hamilton Area","year":2018,"lang":"en","type":"article","venue":"Transportation Research Board 97th Annual MeetingTransportation Research Board","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mode (computer interface); Transport engineering; Mode choice; Advertising; Geography; Engineering; Business; Public transport; Computer science","score_opus":0.11375487046642657,"score_gpt":0.3826309745882632,"score_spread":0.2688761041218366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995058936","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":[0.9913889,0.000056319106,0.000041739975,0.0026624845,0.000034225795,0.0019618103,0.00013975964,0.00003264755,0.003682106],"genre_scores_gemma":[0.9984803,0.00016614332,0.00020654926,0.00031146855,0.00006251429,0.00047145126,0.00003805708,0.000032130185,0.00023138676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99248856,0.0022587695,0.0007212464,0.0006048555,0.003055434,0.0008711305],"domain_scores_gemma":[0.9958717,0.002844682,0.00013848202,0.00053102104,0.00043743663,0.00017666805],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.006153261,0.000270802,0.0003286657,0.00017556133,0.0017624774,0.00016196069,0.0008221199,0.000115081864,0.00045647],"category_scores_gemma":[0.0002173277,0.00018257779,0.00010328588,0.0010570895,0.0031401943,0.0004962349,0.000028140756,0.0008971543,0.000031555788],"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":[0.0003996285,0.0005662216,0.52633446,0.000033532946,0.000063875974,0.000025773023,0.46517166,0.00017523157,0.000209741,0.0011634628,0.005077396,0.000778968],"study_design_scores_gemma":[0.00054489536,0.0009565262,0.83746403,0.00010188444,0.00001558447,1.7639897e-7,0.1571517,0.00016772478,0.000047090976,0.00032988432,0.0030614587,0.00015901572],"about_ca_topic_score_codex":0.0670922,"about_ca_topic_score_gemma":0.37094945,"teacher_disagreement_score":0.31112957,"about_ca_system_score_codex":0.00020027561,"about_ca_system_score_gemma":0.00007249538,"threshold_uncertainty_score":0.9995727},"labels":[],"label_agreement":null},{"id":"W3000353966","doi":"","title":"캐나다 Centre Village의 공간구조분석 연구","year":2017,"lang":"ko","type":"article","venue":"대한건축학회 학술발표대회 논문집","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Space syntax; Meaning (existential); Architecture; Space (punctuation); Social space; Sociology; Linguistics; Architectural engineering; Geography; Engineering; Epistemology","score_opus":0.015283192844662062,"score_gpt":0.23437916213831733,"score_spread":0.21909596929365527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000353966","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":[0.5980321,0.0013620107,0.00002813711,0.0075147054,0.0025728866,0.0005618488,0.00013575584,0.00012725434,0.38966528],"genre_scores_gemma":[0.941049,0.0012662298,0.00011466288,0.0006060747,0.00074190245,0.0000060342436,0.000007265772,0.000048956965,0.056159902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970124,0.00010771107,0.00038891696,0.0007778744,0.00070318376,0.0010099502],"domain_scores_gemma":[0.99791247,0.00007170641,0.0003660485,0.0012484686,0.000025044674,0.0003762836],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034226174,0.0004642585,0.00051902997,0.000031105053,0.0031438442,0.00050437066,0.0012784849,0.00027064615,0.008724517],"category_scores_gemma":[0.00026415093,0.00044044713,0.00030687844,0.000099936355,0.001487886,0.00041317343,0.0012584329,0.0003450077,0.013351829],"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":[0.000054276217,0.00039181107,0.7754567,0.000058936814,0.00020370744,0.000214696,0.0081728585,0.0000150746,0.0012756352,0.003464393,0.14908215,0.06160974],"study_design_scores_gemma":[0.00082600163,0.00007513373,0.7611294,0.00006300911,0.00008879342,0.000003890701,0.0013759335,0.00009230778,0.0006804505,0.0015596085,0.23344582,0.0006596609],"about_ca_topic_score_codex":0.0033212926,"about_ca_topic_score_gemma":0.0020575773,"teacher_disagreement_score":0.34301683,"about_ca_system_score_codex":0.00035576808,"about_ca_system_score_gemma":0.000030404466,"threshold_uncertainty_score":0.99980474},"labels":[],"label_agreement":null},{"id":"W3009349884","doi":"10.3138/9781487535032","title":"On the margins of urban South Korea: core location as method and praxis","year":2019,"lang":"en","type":"book","venue":"TSpace","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Korea Research Institute for Human Settlements; Ministry of Land, Transport and Maritime Affairs; Ministry of Education, India; Pennsylvania Sea Grant, Pennsylvania State University; Academy of Korean Studies; Social Sciences and Humanities Research Council of Canada; University of Toronto; Ministry of Environment; Ministry of Land, Infrastructure and Transport; Ministry of Education; Government of Canada; Korean Studies Promotion Service","keywords":"Praxis; Core (optical fiber); Geography; Regional science; Political science; Computer science; Telecommunications","score_opus":0.0255521255659887,"score_gpt":0.2862200240604878,"score_spread":0.2606678984944991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009349884","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006871815,0.00029258826,0.00014065573,0.00051205716,0.00008911689,0.00044142755,0.000013681228,0.000017821776,0.99162084],"genre_scores_gemma":[0.05053624,0.00008391206,0.00015955401,0.00030009556,0.00006469221,0.000009198516,0.000010210445,0.000024380957,0.9488117],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912864,0.000052404885,0.00011539494,0.00025721383,0.00030409486,0.0001422385],"domain_scores_gemma":[0.9992425,0.0002542614,0.00017815143,0.00027494793,0.000011691138,0.00003847439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025546778,0.00017720599,0.00025524694,0.000017551452,0.000113674694,0.000011408381,0.00016501347,0.00013793125,0.0007894176],"category_scores_gemma":[0.00009285547,0.00011992506,0.000056435125,0.00006759639,0.00032555926,0.000019020745,0.00016740647,0.00019397223,0.0005437811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006157734,0.000049234928,0.0044101826,0.00010399885,0.00014633,0.0000034503112,0.067241676,0.000045036104,0.00007039945,0.102068506,0.82131773,0.0044818884],"study_design_scores_gemma":[0.00093938713,0.0011388138,0.070892155,0.00049380027,0.00038197773,0.0000060698903,0.01127304,0.00017192002,0.00026910738,0.059744243,0.85338086,0.0013086228],"about_ca_topic_score_codex":0.0005042059,"about_ca_topic_score_gemma":0.00009460945,"teacher_disagreement_score":0.06648197,"about_ca_system_score_codex":0.00017562108,"about_ca_system_score_gemma":0.000034671117,"threshold_uncertainty_score":0.8643569},"labels":[],"label_agreement":null},{"id":"W3011626334","doi":"","title":"The Study of “The Retrogressive hometown consciousness” inherent in Kim, Young-il children's poetry","year":2015,"lang":"en","type":"article","venue":"Early childhood education","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Poetry; Consciousness; Psychology; Psychoanalysis; Social psychology; Aesthetics; Literature; Art","score_opus":0.008644905352130325,"score_gpt":0.2273438124327073,"score_spread":0.21869890708057696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011626334","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":[0.9938748,0.00032413699,3.559817e-7,0.0006792814,0.0007776219,0.000719368,0.0000035344453,0.000013707071,0.0036072338],"genre_scores_gemma":[0.99913794,0.00001855359,0.00000957954,0.00005954306,0.00011514919,0.00005544833,0.0000023589143,0.000010630882,0.0005908114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873143,0.00017354556,0.00024077123,0.00021203014,0.00043886562,0.00020338126],"domain_scores_gemma":[0.99936754,0.000034826156,0.0001822543,0.00032059435,0.000025902282,0.00006886852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030471713,0.000121256155,0.00014048138,0.000026737382,0.00028708324,0.00004346756,0.00036995485,0.00004522592,0.000026187325],"category_scores_gemma":[0.00018503607,0.00007542388,0.000045439047,0.00048340164,0.00026450428,0.00010815289,0.00019734213,0.00018278905,0.000059138427],"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":[0.000004012115,0.0007091743,0.9294586,2.9719342e-7,0.000017106922,1.1566685e-7,0.057909325,0.000007678588,0.0000035442642,0.00003924902,0.0053395475,0.0065113218],"study_design_scores_gemma":[0.00043288345,0.00013104077,0.9819302,0.000011910368,0.000014739529,0.0000013612719,0.016435558,3.1166354e-7,0.000025702391,0.0006259044,0.0003000071,0.00009037615],"about_ca_topic_score_codex":0.00486772,"about_ca_topic_score_gemma":0.003315356,"teacher_disagreement_score":0.052471578,"about_ca_system_score_codex":0.00023265202,"about_ca_system_score_gemma":0.000116892756,"threshold_uncertainty_score":0.73585683},"labels":[],"label_agreement":null},{"id":"W3021191127","doi":"10.1007/978-3-030-47358-7_45","title":"Happiness Analysis with Fisher Information of Dirichlet-Multinomial Mixture Model","year":2020,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Multinomial distribution; Happiness; Dirichlet distribution; Latent Dirichlet allocation; Artificial intelligence; Statistics; Mathematics; Topic model","score_opus":0.009236240197345261,"score_gpt":0.19426057625230334,"score_spread":0.18502433605495808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021191127","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012956163,0.000037893737,0.9743966,0.0004017279,0.000107317224,0.0002324964,0.000021456346,0.0000315002,0.023475401],"genre_scores_gemma":[0.9443694,0.00001952887,0.053833928,0.0012896814,0.00012341952,0.0000053955528,0.000023166907,0.000016386488,0.00031909393],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99825287,0.000009937175,0.0003241969,0.00044697552,0.00072383217,0.0002422046],"domain_scores_gemma":[0.9992514,0.0000646969,0.00025812007,0.00029283838,0.000048047117,0.0000848493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016300594,0.00028186227,0.00047454305,0.00018605289,0.00014213868,0.00007109171,0.0006224422,0.00016108254,0.00009674378],"category_scores_gemma":[0.000032856624,0.00021561128,0.00012008098,0.00076920586,0.0009722928,0.00036759244,0.00047744092,0.00030773983,0.000026288863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039912215,0.000020923579,0.0076102037,0.00003507535,0.00011966159,0.000008155873,0.0052597974,0.88634783,0.000049617396,0.00049423147,0.0002497067,0.099764876],"study_design_scores_gemma":[0.00039349988,0.00012851911,0.008764056,0.00007117957,0.00020082123,0.000002189358,0.000002436789,0.9798997,0.00021157892,0.007750081,0.0018830674,0.00069283997],"about_ca_topic_score_codex":0.00012861153,"about_ca_topic_score_gemma":0.00046790004,"teacher_disagreement_score":0.9430738,"about_ca_system_score_codex":0.00019914402,"about_ca_system_score_gemma":0.00005817602,"threshold_uncertainty_score":0.87923723},"labels":[],"label_agreement":null},{"id":"W3022608681","doi":"","title":"Human Capital and Urbanization – The Causal Effect of High School on Moving out of Rural Area","year":2020,"lang":"en","type":"article","venue":"","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Urbanization; Human capital; Rural area; Economic growth; Geography; Economics; Development economics; Political science","score_opus":0.00950396907839712,"score_gpt":0.20958168946416741,"score_spread":0.2000777203857703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022608681","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":[0.99189717,0.000019955867,0.000021806123,0.00026747715,0.00002389501,0.00010808403,0.0000025445895,0.000010665154,0.007648423],"genre_scores_gemma":[0.9995754,0.0000044393337,0.000007467833,0.00011149238,0.000025171978,0.0000016106884,0.0000013730701,0.0000038046142,0.00026928965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996179,0.00003325559,0.00008550806,0.000065633794,0.00013262147,0.000065132364],"domain_scores_gemma":[0.9998362,0.000039067236,0.000039744333,0.00004849375,0.0000030457763,0.00003343435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006196252,0.000057207544,0.00010507783,0.000003955858,0.00008894832,0.0000062054014,0.000059543152,0.000018580391,0.00034129547],"category_scores_gemma":[0.000057198995,0.000033871835,0.000020419098,0.000049038743,0.00015216449,0.000038341797,0.00008410755,0.000040517552,0.000020171154],"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":[0.000037842095,0.000029821034,0.9552113,0.00002763848,0.000043927634,0.0000014240976,0.009497765,0.00018703667,0.022151818,0.0041965484,0.007325991,0.0012889063],"study_design_scores_gemma":[0.00041290183,0.00061236974,0.9872427,0.00001097945,0.000025127474,1.9012457e-7,0.0013771972,0.00009071489,0.0097754,0.00030542095,0.000054011252,0.000092981376],"about_ca_topic_score_codex":0.0009041171,"about_ca_topic_score_gemma":0.00014256641,"teacher_disagreement_score":0.032031424,"about_ca_system_score_codex":0.000020519801,"about_ca_system_score_gemma":0.0000012009643,"threshold_uncertainty_score":0.37369463},"labels":[],"label_agreement":null},{"id":"W3024692237","doi":"","title":"사회주택 Centre Village의 공간구조분석","year":2018,"lang":"ko","type":"article","venue":"KIEAE Journal","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Space syntax; Residence; Architecture; Social space; Public housing; Unit (ring theory); Center (category theory); Apartment; Studio; Space (punctuation); Business; Sociology; Architectural engineering; Geography; Engineering; Marketing; Civil engineering; Computer science; Psychology; Telecommunications","score_opus":0.010313468358525089,"score_gpt":0.22451205601501031,"score_spread":0.21419858765648522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024692237","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":[0.7023272,0.0022715651,0.00016264261,0.008046769,0.0050415364,0.0002145313,0.000032718875,0.000054239514,0.2818488],"genre_scores_gemma":[0.97211033,0.0016464501,0.00032012002,0.0011351453,0.0043519367,5.2823236e-7,8.76669e-7,0.000029820585,0.020404788],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766505,0.00015980769,0.00041396485,0.00030528448,0.0006715789,0.0007843454],"domain_scores_gemma":[0.99900466,0.00004399388,0.0002465594,0.00021030587,0.000051151175,0.00044330972],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005020869,0.00027250577,0.0003059716,0.000043292348,0.0016235901,0.0002513174,0.00043912377,0.00015109843,0.0287143],"category_scores_gemma":[0.00010974728,0.00023248624,0.00023339363,0.0002579757,0.0009813132,0.00025764437,0.0003090054,0.00048051012,0.011102958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007185522,0.00029735934,0.23026156,0.000013750562,0.00021827382,0.00021800741,0.015284472,0.0000056877057,0.001752632,0.0005191359,0.69525236,0.05610488],"study_design_scores_gemma":[0.00095889653,0.00031820865,0.38579842,0.00010426309,0.00010360485,0.00016660964,0.003777626,0.00008339291,0.0006309635,0.0022259424,0.6053135,0.0005185882],"about_ca_topic_score_codex":0.00019153168,"about_ca_topic_score_gemma":0.00044381927,"teacher_disagreement_score":0.26978314,"about_ca_system_score_codex":0.00048176406,"about_ca_system_score_gemma":0.000044779532,"threshold_uncertainty_score":0.99967617},"labels":[],"label_agreement":null},{"id":"W303302822","doi":"","title":"A Study on the 'Closed ㄱㄴ Type' of Traditional Folk Housing in Goyang, Gyonggi-do, Focused to Dweller's Life","year":2005,"lang":"en","type":"article","venue":"Journal of architectural history","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Worship; Quarter (Canadian coin); Living space; Meaning (existential); Space (punctuation); Aesthetics; Everyday life; Sociology; Lease; History; Law; Art; Archaeology; Philosophy; Political science; Demography; Linguistics","score_opus":0.06770428745783906,"score_gpt":0.24541734342801205,"score_spread":0.177713055970173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W303302822","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":[0.9913813,0.0003007337,0.000007827534,0.0014864549,0.0002299155,0.00018055143,0.000001689592,0.0000044617177,0.0064071002],"genre_scores_gemma":[0.9986037,0.000005494011,0.0003458058,0.0006132853,0.00023406793,0.0000021858832,1.1743702e-7,0.000010386916,0.00018494323],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987066,0.00014570994,0.00036225497,0.00011463425,0.0005069486,0.00016390097],"domain_scores_gemma":[0.9993837,0.00019101662,0.00020356197,0.00010632738,0.000015499036,0.000099877565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043160227,0.00011462586,0.00023442415,0.000096002834,0.00009599114,0.00000530703,0.00024994323,0.000025547644,0.0005165201],"category_scores_gemma":[0.0001494175,0.000075685595,0.00011671652,0.0001514752,0.00017888211,0.000046433892,0.000052901592,0.00026274187,0.000039247836],"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":[0.003191072,0.0048806695,0.21173504,0.000026489912,0.0005366208,0.00028180334,0.36500084,0.031166775,0.015061766,0.0007225448,0.21576151,0.15163487],"study_design_scores_gemma":[0.0011894606,0.0015640837,0.96130836,0.00005688607,0.00003223523,0.000014136063,0.0018315335,0.000029852463,0.00011475387,0.0004243597,0.033226795,0.00020753534],"about_ca_topic_score_codex":0.00009982384,"about_ca_topic_score_gemma":0.00041412466,"teacher_disagreement_score":0.74957335,"about_ca_system_score_codex":0.00090401404,"about_ca_system_score_gemma":0.00004480707,"threshold_uncertainty_score":0.5655533},"labels":[],"label_agreement":null},{"id":"W3035818493","doi":"","title":"A Study on the Export Utilization Rate of Korea-Canada FTA","year":2020,"lang":"en","type":"article","venue":"","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"International trade; Business","score_opus":0.08153917555602051,"score_gpt":0.24127077254361406,"score_spread":0.15973159698759354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035818493","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":[0.860435,0.0000042002307,0.000013297286,0.0022286258,0.000024456303,0.00018468978,0.0000020843686,0.000009808458,0.13709785],"genre_scores_gemma":[0.99706227,0.0000038794847,0.000003491632,0.0020187267,0.000012965254,0.0000046533396,7.93638e-7,0.0000029122325,0.0008903308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995623,0.00003685595,0.00008517858,0.00009503567,0.00015432766,0.000066253655],"domain_scores_gemma":[0.99983275,0.00003548036,0.000028984685,0.00007082432,0.0000032163387,0.000028735134],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008074708,0.000046505316,0.00006589009,0.0000016157228,0.00008055708,0.000003996446,0.00009536716,0.0000071122304,0.0013765588],"category_scores_gemma":[0.000043411193,0.000027178188,0.000012360976,0.000112012836,0.00005140756,0.000017490342,0.00006865799,0.00002811513,0.000046050765],"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":[0.0000288277,0.00025217357,0.6299876,0.0000025890402,0.00004569427,0.0000118128255,0.00949925,0.000056127483,0.0003678006,0.0028215912,0.35437098,0.0025555375],"study_design_scores_gemma":[0.00021908374,0.00018048777,0.9687839,0.0000012658438,0.0000099355375,6.284008e-8,0.013671801,0.000103227336,0.00097100576,0.00011525651,0.015861778,0.0000821831],"about_ca_topic_score_codex":0.098651916,"about_ca_topic_score_gemma":0.13920681,"teacher_disagreement_score":0.33879632,"about_ca_system_score_codex":0.00003296324,"about_ca_system_score_gemma":0.000009015846,"threshold_uncertainty_score":0.99953634},"labels":[],"label_agreement":null},{"id":"W3041342537","doi":"","title":"Commercial Use Expansion Patterns in the Cultural Quarter near Hongik University - With Special Emphasis on a Residential District near the Cultural Quarter Consisting Mainly of Detached, Low - rise Houses","year":2016,"lang":"en","type":"article","venue":"Journal of The Urban Design Insitute of Korea","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography; Archaeology","score_opus":0.025543699665866608,"score_gpt":0.21549378696388863,"score_spread":0.189950087298022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041342537","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":[0.99777204,0.000021866945,0.00025041943,0.0012802993,0.00018443138,0.00026759508,0.00003219406,0.0000054317475,0.00018569811],"genre_scores_gemma":[0.999211,0.000042445332,0.00024033403,0.00011927908,0.00028722326,6.6482284e-7,6.193206e-7,0.000010981673,0.00008743055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762976,0.0007442167,0.0004506643,0.00017405672,0.0007302873,0.00027103012],"domain_scores_gemma":[0.9984506,0.00044165802,0.0006812789,0.00028976388,0.000072934854,0.00006379572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055158325,0.00022217278,0.0003707739,0.00003582236,0.00061098015,0.00012338645,0.00070069573,0.00007599657,0.000047070913],"category_scores_gemma":[0.00014442722,0.00008831636,0.00027818844,0.00028224807,0.0013888754,0.0005294644,0.00012284206,0.000276235,0.000006525548],"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":[0.0036782823,0.0005735772,0.705814,0.000020189022,0.0003062409,0.0002261934,0.0799448,0.00035778925,0.0043006036,0.00005752236,0.20145224,0.0032685483],"study_design_scores_gemma":[0.001997639,0.00059138885,0.9835287,0.00027572873,0.00019392688,0.00005729242,0.010267399,0.00002948603,0.0013152129,0.000030124073,0.0015046506,0.00020846781],"about_ca_topic_score_codex":0.0012866516,"about_ca_topic_score_gemma":0.0012847115,"teacher_disagreement_score":0.27771467,"about_ca_system_score_codex":0.0002368879,"about_ca_system_score_gemma":0.00006216406,"threshold_uncertainty_score":0.5117369},"labels":[],"label_agreement":null},{"id":"W3082405803","doi":"","title":"미국과 캐나다 노인밀집도시의 노인주거관련 사회적지원에 관한 연구 : 농촌지역 소도시를 중심으로","year":2011,"lang":"ko","type":"article","venue":"한국가정관리학회지 = Journal of Korean Home Management Association","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Geography; Socioeconomics; Economic growth; Sociology; Economics","score_opus":0.01686206655474769,"score_gpt":0.2047164570182929,"score_spread":0.1878543904635452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082405803","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":[0.7851516,0.0014470416,0.0008117308,0.003349169,0.0047119213,0.001261102,0.00008500142,0.00012501338,0.20305744],"genre_scores_gemma":[0.97290325,0.0053669605,0.0011924141,0.00049754156,0.0008345393,0.000011141518,0.000014000077,0.00008006029,0.019100081],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99369204,0.00050956284,0.0016677758,0.0006076827,0.002328368,0.001194574],"domain_scores_gemma":[0.9956364,0.00017052698,0.0031169434,0.00045126356,0.00021475481,0.00041013298],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0032224455,0.00065891637,0.0010504738,0.0004118301,0.000820615,0.00026549047,0.0011372179,0.0003665078,0.0026867574],"category_scores_gemma":[0.00023337636,0.0006420636,0.00073627057,0.00095280656,0.00027374658,0.0010797366,0.0007044805,0.00076978735,0.0011432552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002285198,0.0010293212,0.8763131,0.00013794127,0.0020856718,0.0003439021,0.010673255,0.000039604845,0.00007308667,0.0036069371,0.07877618,0.0266925],"study_design_scores_gemma":[0.0021488357,0.00065363786,0.968185,0.00022766362,0.0010435754,0.000011282513,0.0051869433,0.000053713793,0.00016039344,0.006209073,0.015339848,0.0007800196],"about_ca_topic_score_codex":0.0005859019,"about_ca_topic_score_gemma":0.00038466117,"teacher_disagreement_score":0.18775168,"about_ca_system_score_codex":0.0041718152,"about_ca_system_score_gemma":0.000048425474,"threshold_uncertainty_score":0.999651},"labels":[],"label_agreement":null},{"id":"W3092430977","doi":"","title":"저출산 고령화시대 미국, 캐나다, 호주의 이민정책 비교 연구: 이민인구와 최근 경향을 중심으로","year":2020,"lang":"ko","type":"article","venue":"한국비교정부학보","topic":"Korean Urban and Social Studies","field":"Environmental Science","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; Immigration policy; Population; Demographic economics; Political science; Geography; Economic growth; Development economics; Demography; Economics; Sociology","score_opus":0.02366460178079584,"score_gpt":0.21390063777163346,"score_spread":0.1902360359908376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092430977","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":[0.67745495,0.0068293605,0.00033858864,0.04095711,0.0024905226,0.0013120361,0.00033765892,0.0005402146,0.26973954],"genre_scores_gemma":[0.9806262,0.0015120496,0.00029769697,0.0071234587,0.0012478501,0.000019117102,0.000016499738,0.000070455506,0.009086649],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964767,0.00016769569,0.00054316217,0.00094521116,0.00086313527,0.00100407],"domain_scores_gemma":[0.9985821,0.00012018505,0.00020100024,0.00044021386,0.000022262331,0.000634219],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026699403,0.0005296482,0.00064058515,0.00003201336,0.0007820598,0.00016170961,0.0007713949,0.0002761282,0.008361363],"category_scores_gemma":[0.00020259197,0.00051858794,0.0003498553,0.00061270106,0.0008627149,0.00028798147,0.00086768373,0.0005333494,0.019140318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018265718,0.00056063494,0.3470692,0.00019125729,0.00040864063,0.00037010692,0.031871602,0.00015077063,0.0050167516,0.00311282,0.54781735,0.06324821],"study_design_scores_gemma":[0.0012963057,0.0005058121,0.34156126,0.00007429728,0.00018861216,0.000006337921,0.0036238588,0.0005936923,0.0016585307,0.0010027235,0.6482045,0.0012840702],"about_ca_topic_score_codex":0.0010729337,"about_ca_topic_score_gemma":0.00041849367,"teacher_disagreement_score":0.30317128,"about_ca_system_score_codex":0.00035426713,"about_ca_system_score_gemma":0.000046800404,"threshold_uncertainty_score":0.9997266},"labels":[],"label_agreement":null},{"id":"W3094692457","doi":"10.17208/jkpa.2020.10.55.5.151","title":"A Comparative Study on Urban Outdoor Dining Space Management : Focused on NYC, Toronto and Sydney","year":2020,"lang":"en","type":"article","venue":"Journal of Korea Planning Association","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Space (punctuation); Transport engineering; Engineering; Computer science","score_opus":0.037604021604492284,"score_gpt":0.278826479692657,"score_spread":0.24122245808816473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094692457","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":[0.96644574,0.00008278187,0.00004375993,0.0015400304,0.0001312347,0.00020543153,0.000004060749,0.000018770745,0.031528167],"genre_scores_gemma":[0.99886554,0.000015561063,0.00018488447,0.0003842987,0.00016907809,0.0000029787882,0.0000010849482,0.000008326306,0.00036825283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986653,0.00013112216,0.0002692107,0.00016150923,0.0006013643,0.00017151335],"domain_scores_gemma":[0.99913603,0.00016933541,0.0005098826,0.000049289658,0.000018479537,0.00011699605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045715205,0.00013302448,0.0003073351,0.000020429494,0.00020415784,0.000057034784,0.00010117529,0.000043518263,0.000031398406],"category_scores_gemma":[0.00013201346,0.00011142791,0.000055949742,0.00009043935,0.000019840387,0.00016534705,0.00006313227,0.0001837129,0.00002389996],"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":[0.00022705938,0.00022782738,0.834965,0.000004445317,0.0003199444,0.000045714154,0.10122248,0.00049590156,0.000074604555,0.00007870278,0.06161908,0.00071923615],"study_design_scores_gemma":[0.001261319,0.0015710242,0.96665287,0.00005794331,0.00009385966,6.1674143e-7,0.026570646,0.00020345933,0.00003765091,0.00004108091,0.003365012,0.0001445476],"about_ca_topic_score_codex":0.0000751725,"about_ca_topic_score_gemma":0.000039022914,"teacher_disagreement_score":0.13168783,"about_ca_system_score_codex":0.00087998935,"about_ca_system_score_gemma":0.000004630039,"threshold_uncertainty_score":0.45438984},"labels":[],"label_agreement":null},{"id":"W311315652","doi":"","title":"A Study on Lives of the Young Elderly in Low Cost Small Housing Communities in America and Canada : Focused on Suburban Areas of Small Cities along Rural Counties","year":2009,"lang":"en","type":"article","venue":"Journal of Korean Home Management Association","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Metropolitan area; Economic growth; Government (linguistics); Geography; Socioeconomics; Rural area; Business; Political science; Sociology; Archaeology","score_opus":0.012694942565539385,"score_gpt":0.19835293383651967,"score_spread":0.1856579912709803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W311315652","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":[0.99634284,0.000051888474,0.0000035650182,0.00032094365,0.000090232614,0.00031731313,0.0000058385262,0.000003052667,0.0028643429],"genre_scores_gemma":[0.9995418,0.0001666152,0.000022313276,0.00010164844,0.000016778438,0.0000027500353,0.0000012759729,0.000006666262,0.00014014042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984576,0.00024337342,0.00048623787,0.00007421066,0.00054841774,0.0001901594],"domain_scores_gemma":[0.99891526,0.00017519617,0.000744744,0.00011012382,0.000030072148,0.000024612506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005456041,0.00013275174,0.00034646658,0.000131076,0.0001154429,0.00003442002,0.00021812927,0.00002712774,0.0000053948734],"category_scores_gemma":[0.000053939184,0.00010463988,0.000056328412,0.0002382951,0.00009222867,0.00009702531,0.00007815439,0.00019031075,1.8568285e-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":[0.00006952483,0.0002518134,0.97698283,0.000012612236,0.00006640025,0.0000136889785,0.01766673,0.00061906286,0.000005069012,0.000040498486,0.00026220572,0.0040095863],"study_design_scores_gemma":[0.000837767,0.0003922737,0.9223878,0.00019634388,0.0000360501,3.640049e-7,0.07579983,0.000030272011,0.000019608053,0.00018973931,0.000019794072,0.00009020914],"about_ca_topic_score_codex":0.1996805,"about_ca_topic_score_gemma":0.7179573,"teacher_disagreement_score":0.5182768,"about_ca_system_score_codex":0.0011391717,"about_ca_system_score_gemma":0.000020549984,"threshold_uncertainty_score":0.80564886},"labels":[],"label_agreement":null},{"id":"W3128203456","doi":"10.7492/ijaec.2019.013","title":"Identifying and Classifying Resident’s Behavioral Engagement in Sponge-style Old Community Renewal of China: A Case Study of The Yangtze River Delta","year":2019,"lang":"en","type":"article","venue":"International Journal of Architecture Engineering and Construction","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Delta; China; Yangtze river; Style (visual arts); Geography; Bama; Sponge; Archaeology; Biology; Engineering; Paleontology","score_opus":0.014430588027890323,"score_gpt":0.24523293174105362,"score_spread":0.2308023437131633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128203456","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":[0.99939877,0.000046580495,0.00011239223,0.000029671943,0.0002919651,0.00008102608,0.0000027309634,0.0000024377505,0.000034429107],"genre_scores_gemma":[0.99938893,0.00001558353,0.0005549738,0.000002679037,0.000022917557,7.1740914e-7,1.861679e-7,0.0000037541256,0.0000102481035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993399,0.0000892347,0.00023067356,0.00005681775,0.00022751799,0.000055886627],"domain_scores_gemma":[0.9996922,0.000048853366,0.00016285953,0.000058429712,0.00001809432,0.000019557361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029007933,0.00006353727,0.000120535835,0.00007960127,0.000056641315,0.000012365546,0.00011006615,0.000022030328,0.000011308527],"category_scores_gemma":[0.00002771736,0.000048955506,0.000033638047,0.000068976806,0.000094598894,0.000069132584,0.0001640134,0.00029450285,7.2611044e-8],"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":[0.000058880923,0.000105498,0.926916,0.00001959321,0.00008522725,0.00006365271,0.050182395,0.0075480803,0.0044066734,0.000061489845,0.000003156569,0.010549339],"study_design_scores_gemma":[0.0010144607,0.0001646678,0.97882015,0.00013268553,0.000035127512,0.0010524712,0.017696012,0.00031416316,0.00042937143,0.00025009247,0.00001782479,0.00007298841],"about_ca_topic_score_codex":0.0037391812,"about_ca_topic_score_gemma":0.00094885955,"teacher_disagreement_score":0.051904123,"about_ca_system_score_codex":0.000058850874,"about_ca_system_score_gemma":0.000004594434,"threshold_uncertainty_score":0.56525487},"labels":[],"label_agreement":null},{"id":"W3130985321","doi":"","title":"2020 인구포럼 운영","year":2020,"lang":"ko","type":"book","venue":"한국보건사회연구원 eBooks","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Coronavirus disease 2019 (COVID-19); Pandemic; Political science; Medicine; Internal medicine","score_opus":0.015436910654291789,"score_gpt":0.20272554511606636,"score_spread":0.18728863446177457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130985321","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009386136,0.00071068626,0.000034263365,0.001782943,0.0012494391,0.00092634966,0.000258174,0.00023413371,0.9938654],"genre_scores_gemma":[0.047619194,0.0005536461,0.00026241745,0.003994294,0.0024043636,0.00006172972,0.000073376366,0.00019112804,0.94483984],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953534,0.00018087518,0.0007030107,0.0014525516,0.0012164678,0.0010936982],"domain_scores_gemma":[0.9979786,0.00016795775,0.0004440562,0.0006830167,0.000027356191,0.00069899106],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022962326,0.0010509972,0.0012264206,0.00005315377,0.00094832806,0.00018168529,0.0011577648,0.00074020925,0.0071622333],"category_scores_gemma":[0.00008896025,0.001065922,0.00069900445,0.0001290259,0.0017543497,0.00008808358,0.0013959968,0.0012586052,0.025357887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007378944,0.00006338888,0.0015100448,0.00016130562,0.0004204335,0.000504688,0.006024703,0.0000038449057,0.00035070145,0.0057336516,0.9347707,0.05038274],"study_design_scores_gemma":[0.00053635705,0.00025020645,0.0042617177,0.0001411715,0.0002502238,0.000009945816,0.00035018963,0.000028797225,0.00013417858,0.004578161,0.988259,0.0012000345],"about_ca_topic_score_codex":0.0003136127,"about_ca_topic_score_gemma":0.00031029593,"teacher_disagreement_score":0.053488307,"about_ca_system_score_codex":0.0009607711,"about_ca_system_score_gemma":0.00020972041,"threshold_uncertainty_score":0.9991791},"labels":[],"label_agreement":null},{"id":"W3146455112","doi":"","title":"A Study on the Current Situation and Distinct Features of the Housing Welfare Policy for the Elderly in Canada","year":2010,"lang":"en","type":"article","venue":"Journal of The Korea Institute of Healthcare Architecture","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Welfare; Government (linguistics); Social security; Public policy; Service (business); Public administration; Public economics; Business; Political science; Economics; Economic growth; Law; Marketing","score_opus":0.017652263019693776,"score_gpt":0.27372614172835336,"score_spread":0.2560738787086596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3146455112","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":[0.91629076,0.00025579706,0.000009304785,0.082043834,0.0006287328,0.0006251638,0.000025626698,0.0000011484793,0.00011964088],"genre_scores_gemma":[0.99952334,0.000024273611,0.00002661883,0.00025724445,0.00014887669,0.000006549058,2.1446249e-7,0.0000061837677,0.0000067159126],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99884087,0.0001346321,0.00030953746,0.000094535215,0.0004580156,0.00016241195],"domain_scores_gemma":[0.9990591,0.00019791533,0.00042215275,0.00024592623,0.00003491277,0.000040016654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004515718,0.00011463003,0.0001925196,0.00002611671,0.00058343523,0.000012960549,0.00050621596,0.000027141185,0.0000022001864],"category_scores_gemma":[0.00041882796,0.00004239142,0.000098662415,0.00023428127,0.00032893292,0.00003438203,0.00015819786,0.00068583357,3.904991e-8],"study_design_candidate":"observational","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":[0.00026607452,0.00023118021,0.37379125,0.000101111036,0.00010713069,0.0000044099756,0.025567772,0.0027308476,0.00033490904,0.002973875,0.001673194,0.5922182],"study_design_scores_gemma":[0.00027730197,0.00017123201,0.9906379,0.00007977574,0.000026497404,0.000011780631,0.001755152,0.000007839896,0.000091392394,0.0016547367,0.005235684,0.000050723957],"about_ca_topic_score_codex":0.43646252,"about_ca_topic_score_gemma":0.9638221,"teacher_disagreement_score":0.6168466,"about_ca_system_score_codex":0.00020851532,"about_ca_system_score_gemma":0.00032532256,"threshold_uncertainty_score":0.5672901},"labels":[],"label_agreement":null},{"id":"W3148141161","doi":"","title":"Investigation of the relationship between place characteristics and child behavior in residential landscape spaces： a case study on the Century Sunshine Garden Residential Quarter in Hefei","year":2012,"lang":"en","type":"article","venue":"中国建筑与土木工程前沿：英文版","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography; Socioeconomics; Archaeology; Sociology","score_opus":0.03569310008560509,"score_gpt":0.2543196843946532,"score_spread":0.2186265843090481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148141161","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":[0.99743146,0.00010378026,4.5599407e-7,0.0010658592,0.00012069134,0.0007067664,0.000021380823,0.000010240439,0.00053937343],"genre_scores_gemma":[0.99960524,0.000009084568,0.000006358389,0.00005797515,0.00012641132,0.00005368067,0.0000057447774,0.000012917806,0.00012258421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983629,0.00045239337,0.00034835286,0.0002132004,0.00036328493,0.00025984683],"domain_scores_gemma":[0.99913305,0.0003667711,0.0001717021,0.00025360667,0.000006801007,0.00006803987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007913798,0.0001607978,0.0002400345,0.000054860495,0.00029306268,0.00004183406,0.00016493096,0.00008480553,0.00010569732],"category_scores_gemma":[0.00019194047,0.00010420795,0.00005901568,0.00028370979,0.00023554663,0.00015243886,0.0001948682,0.00034666416,0.000017603381],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002206211,0.0000812812,0.96611553,0.000004941264,0.000017510973,0.000021475978,0.032934148,0.0000018153594,0.000011494432,0.000076714736,0.0006884443,0.000024579087],"study_design_scores_gemma":[0.00044837262,0.00006534684,0.9844205,0.000021632004,0.000138465,0.000012615296,0.014650763,0.0000029360085,0.000023769198,0.000044895696,0.000057978934,0.0001127657],"about_ca_topic_score_codex":0.006601108,"about_ca_topic_score_gemma":0.023333808,"teacher_disagreement_score":0.018304925,"about_ca_system_score_codex":0.00008649949,"about_ca_system_score_gemma":0.0000093637445,"threshold_uncertainty_score":0.9978944},"labels":[],"label_agreement":null},{"id":"W3149558633","doi":"","title":"20세기초 한국의 일본농업이민연구: 동양척식회사를 중심으로","year":2013,"lang":"ko","type":"article","venue":"THE HALLYM JOURNAL OF JAPANESE STUDIES","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Decree; Peninsula; Agriculture; Scale (ratio); Business; Distribution (mathematics); Economic growth; Political science; Geography; Law; Economics","score_opus":0.028619307059498885,"score_gpt":0.2635828149055219,"score_spread":0.234963507846023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149558633","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":[0.88823074,0.048060812,0.0000032520804,0.01616576,0.001954402,0.00048871874,0.0000114571285,0.000022899745,0.045061946],"genre_scores_gemma":[0.95693827,0.02465141,0.00010010014,0.00088206487,0.0011813835,0.000012733508,3.204386e-7,0.000038526206,0.016195172],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9962488,0.00042438036,0.0011161717,0.00030542823,0.0011322094,0.000773002],"domain_scores_gemma":[0.9974559,0.00061966054,0.000964997,0.00040714425,0.0003105388,0.0002417694],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013786502,0.0005160826,0.0010675217,0.00007566207,0.0012559048,0.00015832401,0.0011187413,0.00012533786,0.0016944451],"category_scores_gemma":[0.0004533991,0.00029571707,0.00052817893,0.00039615217,0.0023523855,0.000540855,0.00088010734,0.00064327253,0.0026649274],"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":[0.00025398788,0.0008284501,0.06250365,0.00020503199,0.006845462,0.00025129205,0.3239395,0.00041198713,0.0022795734,0.00075282005,0.5779675,0.023760702],"study_design_scores_gemma":[0.0029992443,0.0018236509,0.57048315,0.0008567884,0.001600426,0.0005816877,0.36013436,0.00008751396,0.00041541114,0.01498599,0.044369496,0.0016622671],"about_ca_topic_score_codex":0.0014580314,"about_ca_topic_score_gemma":0.00041435688,"teacher_disagreement_score":0.533598,"about_ca_system_score_codex":0.0004306946,"about_ca_system_score_gemma":0.000044236644,"threshold_uncertainty_score":0.9999495},"labels":[],"label_agreement":null},{"id":"W3152950275","doi":"","title":"근대한옥 거창 敬德齋의 배치형식 고찰","year":2006,"lang":"ko","type":"article","venue":"대한건축학회지회연합회 학술발표대회논문집","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Quarter (Canadian coin); Residence; Geography; Center (category theory); Feature (linguistics); Point (geometry); Archaeology; Cartography; Sociology; Demography; Geometry; Mathematics","score_opus":0.007147932323841174,"score_gpt":0.19330405818085034,"score_spread":0.18615612585700916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152950275","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4657545,0.0045872345,0.00030625274,0.0038264403,0.0020080549,0.0008387234,0.00018922915,0.00032297807,0.52216655],"genre_scores_gemma":[0.92989314,0.0005590344,0.00035737857,0.0009296393,0.0013927899,0.000035632198,0.000034250028,0.00008229799,0.06671586],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9957425,0.00019175805,0.00072123733,0.0009961143,0.0010041036,0.0013442772],"domain_scores_gemma":[0.9986662,0.00014308817,0.00026694417,0.0005782928,0.000033299915,0.0003121309],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045181948,0.0006532835,0.00067253783,0.000079252684,0.0010391909,0.00021890014,0.00066733174,0.00038438087,0.008685658],"category_scores_gemma":[0.00007350508,0.0006421031,0.00041117572,0.0006563472,0.0012214234,0.0003344303,0.0006247802,0.00050714996,0.014668888],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000750782,0.0009974742,0.3979204,0.00008423395,0.0001687544,0.00022886206,0.0024002185,0.00015499211,0.0032384594,0.0117334975,0.5423506,0.040647443],"study_design_scores_gemma":[0.0009975387,0.00018343392,0.58327293,0.00006762078,0.00012790776,0.000012213028,0.0006455168,0.00018712267,0.0011371855,0.006468253,0.4058234,0.0010768642],"about_ca_topic_score_codex":0.009214141,"about_ca_topic_score_gemma":0.002283843,"teacher_disagreement_score":0.46413863,"about_ca_system_score_codex":0.0006288994,"about_ca_system_score_gemma":0.000047796682,"threshold_uncertainty_score":0.99960303},"labels":[],"label_agreement":null},{"id":"W3163315339","doi":"","title":"염포(鹽浦)의 왜인(倭人)과 경제활동","year":2008,"lang":"ko","type":"article","venue":"지역과 역사","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Port (circuit theory); Daughter; Genealogy; Style (visual arts); Character (mathematics); Quarter (Canadian coin); Geography; History; Archaeology; Engineering; Political science; Law","score_opus":0.022889939409549774,"score_gpt":0.20957289314373395,"score_spread":0.18668295373418417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163315339","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":[0.80018497,0.0015757618,0.00003355388,0.0012688665,0.0007478454,0.00021276454,0.000031701198,0.000078096025,0.19586644],"genre_scores_gemma":[0.9518847,0.0019409837,0.00014283431,0.0008533746,0.00040512162,0.000008037188,0.0000040013188,0.00002360237,0.044737373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982649,0.000046701178,0.00024681617,0.00040986962,0.00047277854,0.0005589135],"domain_scores_gemma":[0.99937,0.000054609,0.00008184504,0.00029226334,0.00000945543,0.00019185529],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013525866,0.00024071836,0.000287468,0.000022147415,0.000876523,0.000030098201,0.00031841843,0.00013528793,0.0064689517],"category_scores_gemma":[0.000051909756,0.000229299,0.00016163148,0.00025082994,0.00094089255,0.00014297164,0.0003090641,0.00021511887,0.012304329],"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":[0.00003619766,0.00045957215,0.5963941,0.000026986405,0.00012480796,0.0003257937,0.022208488,0.000041029845,0.0013471072,0.0015538713,0.3565199,0.020962112],"study_design_scores_gemma":[0.00042466176,0.000110793786,0.7534542,0.00001761435,0.000030280038,0.000016682618,0.00090763316,0.000049481696,0.0004719874,0.000452862,0.24366096,0.0004028184],"about_ca_topic_score_codex":0.0015863313,"about_ca_topic_score_gemma":0.00032865832,"teacher_disagreement_score":0.15706009,"about_ca_system_score_codex":0.00024745573,"about_ca_system_score_gemma":0.000023047647,"threshold_uncertainty_score":0.99443924},"labels":[],"label_agreement":null},{"id":"W3172140572","doi":"","title":"20세기초 한국의 일본농업이민연구 : 동양척식회사를 중심으로","year":2013,"lang":"ko","type":"article","venue":"THE HALLYM JOURNAL OF JAPANESE STUDIES","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Decree; Peninsula; Agriculture; Scale (ratio); Business; Distribution (mathematics); Political science; Economic growth; Economy; Geography; Law; Economics; Cartography","score_opus":0.028380208955157513,"score_gpt":0.26283436369339375,"score_spread":0.23445415473823622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172140572","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":[0.88684493,0.048248224,0.0000031544062,0.017056309,0.0019453729,0.00049019745,0.0000112825055,0.000022827475,0.045377668],"genre_scores_gemma":[0.95748055,0.02395089,0.00009376755,0.00085521105,0.0011548364,0.000012658642,3.0813644e-7,0.00003774494,0.016414015],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.996262,0.00043114703,0.0011098039,0.00030344434,0.001121719,0.00077184977],"domain_scores_gemma":[0.997476,0.0006145074,0.00095406594,0.00040535553,0.0003086987,0.00024137847],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013754803,0.0005125051,0.0010599196,0.00007536444,0.0012575109,0.0001558612,0.0011142463,0.00012330171,0.0017966477],"category_scores_gemma":[0.00045054161,0.0002938583,0.0005237442,0.00039657188,0.0023129676,0.00053429033,0.0008886658,0.0006404756,0.0025674396],"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":[0.0002497641,0.00079823384,0.066023074,0.0002006645,0.0066669025,0.00024478338,0.33388248,0.00040823146,0.0021643634,0.0006524597,0.56348705,0.025222028],"study_design_scores_gemma":[0.0027878094,0.0017102334,0.576505,0.0008159899,0.0015021792,0.0005299229,0.35847205,0.00007941672,0.00038032848,0.013840177,0.041821815,0.0015550784],"about_ca_topic_score_codex":0.0015198123,"about_ca_topic_score_gemma":0.0004443859,"teacher_disagreement_score":0.5216652,"about_ca_system_score_codex":0.00043144546,"about_ca_system_score_gemma":0.00004432215,"threshold_uncertainty_score":0.99995136},"labels":[],"label_agreement":null},{"id":"W3185431956","doi":"","title":"주요국의 신용생명보험 시장과 국내 발전방안","year":2021,"lang":"ko","type":"article","venue":"","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Mortgage insurance; Bond insurance; Business; Life insurance; Casualty insurance; General insurance; Credit risk; Insurance policy; Credit history; Income protection insurance; Actuarial science; Debt; Financial system; Finance","score_opus":0.013963945089076816,"score_gpt":0.21857193588594753,"score_spread":0.20460799079687073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185431956","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25880206,0.0022255068,0.00008724794,0.0037298768,0.00085630344,0.00012706811,0.000022132006,0.0000734802,0.7340763],"genre_scores_gemma":[0.8233183,0.001451341,0.0003551804,0.0020178782,0.00025784574,0.0000043628716,0.0000048808347,0.000017398115,0.1725728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832207,0.00008469491,0.0002283128,0.00046165305,0.0004256027,0.00047768158],"domain_scores_gemma":[0.99939877,0.000063733234,0.00004799061,0.00030190145,0.000016001164,0.00017163465],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001476534,0.00020278471,0.00025581662,0.000010920179,0.0004301951,0.000087463195,0.00020471468,0.000118056414,0.051976617],"category_scores_gemma":[0.00006642019,0.00018838693,0.00016356538,0.00031307203,0.0003950797,0.00012069568,0.0005259227,0.00016960312,0.011254335],"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":[0.000014584532,0.0007148592,0.50498134,0.00005845989,0.0003521954,0.0003192402,0.007904378,0.000028519553,0.009848051,0.01684154,0.413216,0.045720853],"study_design_scores_gemma":[0.0003469495,0.000038760383,0.70195365,0.000018835091,0.00006141456,0.000004990768,0.0036378119,0.00006707483,0.0048570475,0.001915791,0.2866877,0.00040996782],"about_ca_topic_score_codex":0.0012746844,"about_ca_topic_score_gemma":0.0020459977,"teacher_disagreement_score":0.56451625,"about_ca_system_score_codex":0.00021384346,"about_ca_system_score_gemma":0.000032506847,"threshold_uncertainty_score":0.98951554},"labels":[],"label_agreement":null},{"id":"W3208183706","doi":"10.3138/jcfs.52.3.02","title":"Are Neighbors and Neighborhoods Still Important? Examining the Impact of Neighbors and Neighborhood Environments on Mothers’ Parenting Stress","year":2021,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Psychology; Social support; Perception; Context (archaeology); Developmental psychology; Social environment; Anxiety; Structural equation modeling; Social psychology; Geography; Sociology","score_opus":0.07740154063205594,"score_gpt":0.3251300928571349,"score_spread":0.24772855222507895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208183706","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":[0.98363554,0.012879379,0.0000337755,0.00012992106,0.00014457798,0.0001419522,0.000029364439,0.0000054025313,0.0030000627],"genre_scores_gemma":[0.99534327,0.0042240694,0.000079762554,0.00014696001,0.00009447518,0.0000039973,8.107649e-7,0.000016719141,0.00008993947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979047,0.00019751341,0.0007336894,0.00029662292,0.0005386105,0.00032885475],"domain_scores_gemma":[0.9977328,0.0005352847,0.0013573674,0.0001826649,0.00006543345,0.00012645584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003960538,0.00034969667,0.0009055006,0.000053197382,0.00035268886,0.000050755512,0.00019173823,0.000056681103,0.00004264887],"category_scores_gemma":[0.00015571434,0.00021310346,0.00017191343,0.00025134918,0.00087757845,0.00023378136,0.00034859005,0.00031471875,0.0000025105032],"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":[0.00008216434,0.000167435,0.97794884,0.000012698251,0.0009950966,0.000042471573,0.01676385,0.0006337586,0.0013073614,0.00012979166,0.0011538756,0.00076267857],"study_design_scores_gemma":[0.00070081814,0.000471395,0.93769795,0.00015501799,0.00011699048,0.000010378979,0.059104916,0.00013971157,0.00041090426,0.0008444176,0.00015042236,0.00019705504],"about_ca_topic_score_codex":0.00004911362,"about_ca_topic_score_gemma":0.000055732384,"teacher_disagreement_score":0.04234107,"about_ca_system_score_codex":0.00017567293,"about_ca_system_score_gemma":0.000024679723,"threshold_uncertainty_score":0.8690107},"labels":[],"label_agreement":null},{"id":"W3212783399","doi":"","title":"협동조합금융기관은 소득불평등 해소에 기여하는가?: 신용협동조합과 새마을금고를 중심으로","year":2014,"lang":"ko","type":"article","venue":"한국협동조합연구","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Gini coefficient; Quarter (Canadian coin); Profit (economics); Business; Inequality; Economic inequality; Economics; Finance; Microeconomics","score_opus":0.008908161947420667,"score_gpt":0.2022152479586468,"score_spread":0.19330708601122612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212783399","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45607516,0.0020825528,0.0007672074,0.0049921423,0.0030318124,0.0007712299,0.000092297945,0.0003421643,0.53184545],"genre_scores_gemma":[0.96664923,0.000771368,0.00043854563,0.0019592277,0.0011896957,0.000026954418,0.000012546809,0.00007293706,0.028879477],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960572,0.0002956889,0.00058122823,0.0009473686,0.00089771976,0.0012207606],"domain_scores_gemma":[0.9982715,0.00023404001,0.00023875455,0.00076329673,0.000029020455,0.00046335568],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000753221,0.0005820758,0.00067339203,0.000064508866,0.000998721,0.0001787156,0.0008066148,0.00033642602,0.0065208985],"category_scores_gemma":[0.000267875,0.00055904407,0.0003529177,0.00048971025,0.00109353,0.00028934216,0.0006835986,0.00048576033,0.018832302],"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":[0.0001141979,0.0008977491,0.4073192,0.0001559009,0.000347243,0.000074081116,0.01117239,0.00013241221,0.0031156437,0.019021465,0.36589354,0.19175617],"study_design_scores_gemma":[0.00095613836,0.00030939313,0.39544493,0.000075384436,0.00012065637,0.000007767402,0.0008762367,0.0004844852,0.000750115,0.004454476,0.5955467,0.0009736826],"about_ca_topic_score_codex":0.0019501322,"about_ca_topic_score_gemma":0.0009924937,"teacher_disagreement_score":0.5105741,"about_ca_system_score_codex":0.00042982714,"about_ca_system_score_gemma":0.00003186347,"threshold_uncertainty_score":0.9996861},"labels":[],"label_agreement":null},{"id":"W385080471","doi":"10.3130/jaabe.14.255","title":"On Kil-Ryong Park: ″Housing is a Vessel Containing People′s Lives″","year":2015,"lang":"en","type":"article","venue":"Journal of Asian Architecture and Building Engineering","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Harvard University","keywords":"Modernity; Vernacular; Colonialism; History; Sociology; Economy; Aesthetics; Political science; Art; Law; Literature; Archaeology","score_opus":0.008040097576671726,"score_gpt":0.20923344760366328,"score_spread":0.20119335002699154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W385080471","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":[0.98375916,0.00040255114,0.011625015,0.00072019803,0.00023717817,0.000058387195,0.0000011400762,0.000028049672,0.003168337],"genre_scores_gemma":[0.99250513,0.000028130067,0.0069862967,0.00020814514,0.00022214554,7.117343e-7,1.3496843e-7,0.000019247613,0.000030073485],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99910337,0.000020163608,0.00021869743,0.00012865428,0.00028961993,0.00023950398],"domain_scores_gemma":[0.9995306,0.000072464616,0.000119505276,0.000070569375,0.000012620105,0.00019425215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029740183,0.00015204116,0.00025255643,0.00008741189,0.000100853955,0.00005435608,0.00012121302,0.000041278745,0.000018348424],"category_scores_gemma":[0.00014152919,0.0001223917,0.00007532421,0.00015361005,0.000040818806,0.000101416364,0.00008257275,0.0003236375,0.0000036341855],"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":[0.0007783282,0.00031732244,0.12616144,0.00023332768,0.0008092879,0.0009531421,0.22673261,0.32552025,0.03531963,0.002466597,0.02344703,0.25726104],"study_design_scores_gemma":[0.017590329,0.010286387,0.6318843,0.0065178373,0.0010009581,0.0043644835,0.03448821,0.031611405,0.018640192,0.033614174,0.203097,0.0069047613],"about_ca_topic_score_codex":0.000021938902,"about_ca_topic_score_gemma":0.0000103933635,"teacher_disagreement_score":0.5057228,"about_ca_system_score_codex":0.00011098145,"about_ca_system_score_gemma":0.000012039236,"threshold_uncertainty_score":0.4990989},"labels":[],"label_agreement":null},{"id":"W4230290890","doi":"10.31235/osf.io/78yhf","title":"Dynamics of Asset Poverty in South Korea","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"McGill University; The Wilson Centre","funders":"","keywords":"Poverty; Asset (computer security); Diversification (marketing strategy); Panel data; Economics; Welfare; Portfolio; Demographic economics; Development economics; Economic growth; Business; Finance; Econometrics","score_opus":0.020615714812858205,"score_gpt":0.24801426782554742,"score_spread":0.22739855301268921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230290890","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29353192,0.000037865197,0.00015005117,0.0005570219,0.0002552464,0.00024606774,0.0001534833,0.000026331863,0.705042],"genre_scores_gemma":[0.9934324,0.000059224563,0.0004614909,0.00008307031,0.000022139833,0.000007157799,0.00002358981,0.000009466109,0.0059014345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991099,0.0000249055,0.00019362742,0.00027076012,0.00022892676,0.00017187983],"domain_scores_gemma":[0.99936676,0.000021131958,0.00017657659,0.00039356496,0.0000045447805,0.000037414015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001717738,0.0001447117,0.0003027832,0.00001954489,0.0000660841,0.000021479103,0.00043196446,0.00017474775,0.00076450815],"category_scores_gemma":[0.00007335596,0.00012053301,0.00009649351,0.000029373625,0.00025543317,0.00003413523,0.0016673745,0.0002414694,0.00009025556],"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":[0.0000088745255,0.000067271256,0.9860307,0.00002925141,0.000025113735,0.000006057808,0.002523752,0.00020682445,0.0000056678023,0.0011363656,0.0074277055,0.0025324407],"study_design_scores_gemma":[0.00021411739,0.000015295442,0.97016233,0.0000416156,0.000015279991,1.7836578e-7,0.00053234474,0.0017939447,0.000030610256,0.026403042,0.00051431847,0.00027694233],"about_ca_topic_score_codex":0.009265509,"about_ca_topic_score_gemma":0.019345915,"teacher_disagreement_score":0.6999005,"about_ca_system_score_codex":0.0002907454,"about_ca_system_score_gemma":0.000014008145,"threshold_uncertainty_score":0.99854845},"labels":[],"label_agreement":null},{"id":"W4253310145","doi":"10.1016/s1063-4584(09)60004-2","title":"2009 OARSI World Congress Planning Committee","year":2009,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Political science","score_opus":0.010122132986205335,"score_gpt":0.2227034191224637,"score_spread":0.21258128613625835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253310145","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":[0.78910714,0.0024077024,0.0000023820746,0.0004685845,0.00012410722,0.00009990221,0.000010796121,0.000046988782,0.20773242],"genre_scores_gemma":[0.9920179,0.00007794782,0.0000643121,0.0011315813,0.00007314796,0.000004806045,0.0000036043682,0.000006854433,0.006619813],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917674,0.000031623404,0.00013343232,0.00021077917,0.00017222262,0.0002752295],"domain_scores_gemma":[0.9997138,0.000021729555,0.00003689899,0.00011572756,0.000004553769,0.000107336506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009940461,0.00012296218,0.00016801426,0.000018928475,0.00030999104,0.00006278217,0.00008674663,0.00003798004,0.0005572694],"category_scores_gemma":[0.000009671565,0.00011925723,0.000055011995,0.00012736404,0.0001995184,0.00012553754,0.00006912118,0.00009616753,0.00012815671],"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":[0.00007316348,0.00012760598,0.27946162,0.000008974715,0.0000075474586,0.00041780525,0.0046927845,0.000031526648,0.025147602,0.0025368119,0.2889623,0.39853227],"study_design_scores_gemma":[0.0022263997,0.0007428909,0.28125134,0.00013890724,0.000042261774,0.00003453194,0.0013970239,0.0000108453505,0.007424054,0.0042437618,0.70164233,0.00084566366],"about_ca_topic_score_codex":0.00002291157,"about_ca_topic_score_gemma":0.00042269967,"teacher_disagreement_score":0.41268003,"about_ca_system_score_codex":0.000024523504,"about_ca_system_score_gemma":0.0000020198968,"threshold_uncertainty_score":0.6101709},"labels":[],"label_agreement":null},{"id":"W4285467237","doi":"10.36344/ccijhss.2021.v07i04.003","title":"Analysis of the Different Growth Environments for Children of Rural Areas in The Grass House and Anne of Green Gables","year":2021,"lang":"en","type":"article","venue":"Cross-Currents An International Peer-Reviewed Journal on Humanities and Social Sciences","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Natural (archaeology); Rural area; China; Green house; Geography; Sociology; Political science; Archaeology; Law; Biology","score_opus":0.048994901407724986,"score_gpt":0.3233661630737278,"score_spread":0.2743712616660028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285467237","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":[0.9979989,0.00069396035,0.0000042384704,0.0005938798,0.0001468179,0.00011519403,0.0001372535,0.0000012786736,0.00030851192],"genre_scores_gemma":[0.9985564,0.0010009521,0.0000058751393,0.00016240957,0.00006336755,0.000004747536,0.000008742727,0.0000034631578,0.00019406577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998515,0.00012009282,0.00037506744,0.00013053002,0.0007251564,0.00013411578],"domain_scores_gemma":[0.9993969,0.00009984269,0.00035931997,0.000059816186,0.00006561529,0.000018478124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063514005,0.00010522881,0.0002939254,0.000055774723,0.000609922,0.00011518915,0.00043091888,0.000026120038,0.00008784478],"category_scores_gemma":[0.00009475798,0.000059526366,0.00018089137,0.00017785878,0.0018719698,0.00022274842,0.0001365412,0.00009369971,1.5461009e-7],"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":[0.000013178342,0.00018112232,0.9848715,0.000014691224,0.00014657981,2.8045304e-7,0.0073512816,0.000026221607,0.00004191373,0.0045750686,0.00028863328,0.002489514],"study_design_scores_gemma":[0.00026013673,0.000083341154,0.9934072,0.000040899853,0.0001070245,0.0000014782267,0.0031311254,0.00003768032,0.000043924396,0.0017010462,0.0011197032,0.000066434186],"about_ca_topic_score_codex":0.00042335148,"about_ca_topic_score_gemma":0.0006847691,"teacher_disagreement_score":0.008535692,"about_ca_system_score_codex":0.00004491736,"about_ca_system_score_gemma":0.00001086328,"threshold_uncertainty_score":0.68973505},"labels":[],"label_agreement":null},{"id":"W4297109376","doi":"10.1080/10875549.2022.2128977","title":"Public Housing Tenants’ Strengths and Skills and Available Opportunities in Their Residential Environment to Put Them in Action","year":2022,"lang":"en","type":"article","venue":"Journal of Poverty","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Action (physics); Public housing; Business; Economic growth; Sociology; Economics","score_opus":0.055009634585102545,"score_gpt":0.23612894660283124,"score_spread":0.18111931201772868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297109376","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":[0.99589455,0.00014569133,0.0000059351387,0.0014222967,0.00008006198,0.000065651824,0.0000053593876,0.0000022143174,0.0023782267],"genre_scores_gemma":[0.9972022,0.0014113665,0.000067356465,0.00033488014,0.00003161674,0.0000024856458,3.924625e-7,0.000005982549,0.00094368204],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991763,0.00009130205,0.00021418776,0.00010456124,0.00025315062,0.00016045329],"domain_scores_gemma":[0.99970514,0.00005919548,0.000109965964,0.00004896508,0.000002513258,0.00007421372],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048640475,0.00007357906,0.0001467295,0.00006422775,0.00016258682,0.00003701195,0.00007852456,0.000019617999,0.0009811235],"category_scores_gemma":[0.000041476032,0.000056568857,0.000023149616,0.00008318205,0.000061655446,0.00025223155,0.00028069707,0.00016516617,0.000005171342],"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":[0.00008703933,0.0004044846,0.89083916,0.00000850509,0.00003096128,0.00012955577,0.007944354,0.00031163808,0.0022399393,0.00007547453,0.025667118,0.07226176],"study_design_scores_gemma":[0.0009893328,0.00023406777,0.8937779,0.000025529147,0.000011224711,0.00006337943,0.010772245,0.00008701439,0.00029674786,0.0012666761,0.09226621,0.0002096636],"about_ca_topic_score_codex":0.00034692098,"about_ca_topic_score_gemma":0.00055297674,"teacher_disagreement_score":0.07205209,"about_ca_system_score_codex":0.0003581391,"about_ca_system_score_gemma":0.000014359379,"threshold_uncertainty_score":0.9999321},"labels":[],"label_agreement":null},{"id":"W4299508417","doi":"10.17615/nx7h-jw73","title":"Literature Review of Associations among Attributes of Reported Drinking Water Disease Outbreaks","year":2020,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Drinking Water Inspectorate","keywords":"Outbreak; Environmental health; Disease; Waterborne diseases; Environmental science; Medicine; Geography; Virology; Pathology","score_opus":0.022499373775368654,"score_gpt":0.21216627863858986,"score_spread":0.18966690486322121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299508417","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":[0.73061866,0.11872403,0.00042300008,0.052294638,0.0005289989,0.0020188445,0.0008740843,0.00053162215,0.093986124],"genre_scores_gemma":[0.99511313,0.0015430468,0.00058386294,0.0016751209,0.00007655943,0.000009687584,0.0002092306,0.000013398577,0.0007759725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991203,0.000044373224,0.0003114266,0.0001492543,0.00024274514,0.0001318819],"domain_scores_gemma":[0.9995728,0.00004290202,0.00015962556,0.00012310884,0.00001586255,0.00008566608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000093338545,0.00009125709,0.00024878557,0.000009107323,0.000097111784,0.000025170004,0.000127291,0.00003604309,0.0004646277],"category_scores_gemma":[0.00033506335,0.000064076536,0.00010753467,0.00023059093,0.00024699664,0.0003409916,0.00022161526,0.00007351885,0.000011727748],"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":[0.000007541591,0.000030166038,0.9650868,0.0004920864,0.000055973527,0.000012071219,0.005628479,0.0000041968206,0.00020713147,0.004041462,0.024258291,0.00017575432],"study_design_scores_gemma":[0.00022832771,0.000043997014,0.95834434,0.0019703761,0.00014400455,3.2351727e-7,0.00025925096,0.000018518069,0.005312638,0.015483617,0.01792734,0.0002672437],"about_ca_topic_score_codex":0.00003065079,"about_ca_topic_score_gemma":0.0000062573945,"teacher_disagreement_score":0.26449445,"about_ca_system_score_codex":0.00001653324,"about_ca_system_score_gemma":0.000008761867,"threshold_uncertainty_score":0.50873476},"labels":[],"label_agreement":null},{"id":"W4320014830","doi":"10.2139/ssrn.4327392","title":"Determinants of Housing Mobility of Urban Low-Income Residents in China: Life-Cycle, Lived-Experience and Place","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"China; Demographic economics; Social mobility; Economic geography; Life-cycle hypothesis; Geography; Space (punctuation); Economic growth; Socioeconomics; Economics; Sociology","score_opus":0.008722601840872722,"score_gpt":0.2518711448493273,"score_spread":0.2431485430084546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320014830","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":[0.99914676,0.0004524599,0.000011154892,0.000027217035,0.00004928492,0.00009516678,0.000001580601,0.000010947572,0.0002054556],"genre_scores_gemma":[0.99730015,0.0024135252,0.000013293198,0.000007437403,0.000024790044,0.0000026631292,1.8298657e-7,0.000009794545,0.00022814269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981712,0.00008656121,0.00035736762,0.00018508322,0.0002949817,0.00090480666],"domain_scores_gemma":[0.9995722,0.000050027033,0.0001903738,0.00011016314,0.000008200753,0.00006902683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010552179,0.00011034685,0.00025798503,0.00006118615,0.00014771143,0.000013321844,0.00020427065,0.00005033711,0.000021083963],"category_scores_gemma":[0.00017034964,0.00009980775,0.00005262345,0.00036656603,0.0003225941,0.00021520614,0.00019214518,0.00041593038,0.0000065140885],"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":[0.000043462856,0.00004838795,0.9931145,0.000012808401,0.0000100863745,0.0000047805634,0.004386485,0.00013896664,0.00029618674,0.000078338744,0.000010679688,0.0018553477],"study_design_scores_gemma":[0.00036044,0.00012372593,0.9906027,0.00005254004,0.0000062237505,0.000008396936,0.0030423144,0.0003057525,0.00022517543,0.005174247,0.0000039416277,0.00009457856],"about_ca_topic_score_codex":0.0019984818,"about_ca_topic_score_gemma":0.0040748594,"teacher_disagreement_score":0.0050959084,"about_ca_system_score_codex":0.00043891073,"about_ca_system_score_gemma":0.00012600333,"threshold_uncertainty_score":0.4070042},"labels":[],"label_agreement":null},{"id":"W4324336908","doi":"10.18280/ijsdp.180216","title":"The Impact of Regional Level Land Use on the Urban Functional Changes","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Land use; Environmental science; Geography; Environmental planning; Civil engineering; Engineering","score_opus":0.07424416374578263,"score_gpt":0.27662978254197046,"score_spread":0.20238561879618783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324336908","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":[0.99675226,0.00009528394,0.000028126518,0.0015804983,0.00013592186,0.00004854261,0.000002785556,0.0000044035455,0.0013521917],"genre_scores_gemma":[0.9941997,0.00009080486,0.000037276022,0.00013053646,0.00014638605,0.000002917413,0.0000044008916,0.0000044214503,0.005383586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915063,0.000027647586,0.00016719743,0.00006102803,0.0004414841,0.00015201779],"domain_scores_gemma":[0.99922025,0.00044039259,0.00016611347,0.000032016338,0.00010772662,0.000033482742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005596793,0.00007236212,0.00007884423,0.000066718625,0.0003330206,0.00007117709,0.00017045188,0.000021122527,0.00005173567],"category_scores_gemma":[0.00018339144,0.00003700834,0.00004481058,0.00012918992,0.00010955817,0.0001159768,0.00010880407,0.0001033428,0.0000066670104],"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":[0.000406676,0.000036442405,0.71776223,0.0000038932835,0.00047262674,0.00026865146,0.014827183,0.0024521651,0.000069376816,0.0041850437,0.25580034,0.0037153878],"study_design_scores_gemma":[0.00019814692,0.000046278667,0.94196326,0.000029120029,0.0000037799746,0.000014256107,0.009061229,0.000053501422,0.000050796938,0.00081152504,0.047711745,0.000056379813],"about_ca_topic_score_codex":0.00012263276,"about_ca_topic_score_gemma":0.000014442206,"teacher_disagreement_score":0.22420101,"about_ca_system_score_codex":0.00016614363,"about_ca_system_score_gemma":0.00005138452,"threshold_uncertainty_score":0.25613588},"labels":[],"label_agreement":null},{"id":"W4364381947","doi":"10.18280/ijsdp.180327","title":"Spatial Delight by Third Places in the Vernacular Cities","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vernacular; Geography; Architectural engineering; Aesthetics; History; Art; Engineering; Literature","score_opus":0.011283263747426144,"score_gpt":0.23507387286587023,"score_spread":0.2237906091184441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364381947","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":[0.99376374,0.0003177344,0.00010274299,0.00091476575,0.0001456204,0.000043326745,9.559478e-7,0.000005931554,0.0047052046],"genre_scores_gemma":[0.99774975,0.000114128125,0.000096462805,0.00022165851,0.00008205736,0.0000029568355,0.000005122477,0.0000033044296,0.001724566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991109,0.00002867594,0.0001996727,0.00006464894,0.0004375613,0.00015855831],"domain_scores_gemma":[0.99973756,0.000089499554,0.00009389621,0.000019830337,0.00003546638,0.000023738696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005948795,0.00006580933,0.00008390107,0.00007940568,0.0001410022,0.000076185905,0.00023290297,0.000023895656,0.000035624093],"category_scores_gemma":[0.00007396835,0.000045657864,0.000020112908,0.00012596448,0.000053531043,0.0001744008,0.00010962971,0.00010530608,0.000010304657],"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":[0.00013916344,0.000043883458,0.6711956,0.000013478662,0.00014361502,0.0041648378,0.14221418,0.00071190065,0.0000891098,0.00079325214,0.17174901,0.008741937],"study_design_scores_gemma":[0.00063637574,0.000037177448,0.49996668,0.000058305217,0.0000073305114,0.000040668478,0.18171191,0.000107682106,0.00032889395,0.0016723496,0.31526572,0.00016689439],"about_ca_topic_score_codex":0.00020159537,"about_ca_topic_score_gemma":0.000021990438,"teacher_disagreement_score":0.17122895,"about_ca_system_score_codex":0.00012805364,"about_ca_system_score_gemma":0.000023698492,"threshold_uncertainty_score":0.18618737},"labels":[],"label_agreement":null},{"id":"W4376481205","doi":"10.2139/ssrn.4446738","title":"A South Korean Study of Age Trends in Hexaco-Pi-R Self-Reports","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University; University of Calgary","funders":"","keywords":"Geography; Political science","score_opus":0.01931725128798321,"score_gpt":0.2587834834300233,"score_spread":0.23946623214204008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376481205","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":[0.9927333,0.0004051791,0.0000266833,0.000113129456,0.00040239995,0.00030415936,0.0000046808673,0.00007856162,0.005931921],"genre_scores_gemma":[0.9945738,0.00083146396,0.000026580414,0.0000141143055,0.00018194434,0.00002429215,0.000008289055,0.000052277413,0.004287292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99567825,0.00021524176,0.0008061541,0.000564792,0.00077660865,0.0019589704],"domain_scores_gemma":[0.9988424,0.000031049516,0.0006365217,0.00037406074,0.000014442372,0.00010153533],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002376331,0.0003578834,0.00066003716,0.00025984258,0.00019640462,0.000047369278,0.0004845214,0.00019585477,0.00012894423],"category_scores_gemma":[0.00004529213,0.00032411568,0.00026288602,0.0005301771,0.000121457444,0.00006616623,0.00094023946,0.0032748692,0.000036721216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006548668,0.0016652092,0.9230322,0.000022781907,0.0011193267,0.0008871488,0.05441331,0.0019842444,0.00003703196,0.00039065687,0.0012001062,0.015182455],"study_design_scores_gemma":[0.0018267863,0.0012799812,0.8028773,0.00009433191,0.0003681543,0.00015780907,0.042351786,0.00006236809,0.000013046418,0.1496123,0.00036296717,0.0009931885],"about_ca_topic_score_codex":0.005289054,"about_ca_topic_score_gemma":0.055926442,"teacher_disagreement_score":0.14922164,"about_ca_system_score_codex":0.0026090904,"about_ca_system_score_gemma":0.00031106765,"threshold_uncertainty_score":0.9999211},"labels":[],"label_agreement":null},{"id":"W4379376843","doi":"10.1177/10497323231173854","title":"The Experiences, Needs, and Solutions of Caregivers of Patients With Behavioral and Psychological Symptoms of Dementia Living in Residential and Long-Term Care Centers","year":2023,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Dementia; Long-term care; Residential care; Assisted Living Facility; Gerontology; Psychology; Term (time); Medicine; Assisted living; Clinical psychology; Psychiatry","score_opus":0.18237670470370684,"score_gpt":0.47453084155085323,"score_spread":0.2921541368471464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379376843","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":[0.99853003,0.00093857246,0.0000033374256,0.00012747104,0.000016702068,0.0003029109,0.000020210055,0.0000027465626,0.000058021422],"genre_scores_gemma":[0.9993928,0.00053369225,0.000020245996,0.0000036036354,0.0000021774122,0.000023604547,0.000003426347,0.0000032398386,0.000017207798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982414,0.00069322996,0.0002072055,0.0001529161,0.00042698477,0.00027825675],"domain_scores_gemma":[0.99923927,0.00049533707,0.0000810428,0.00006825319,0.000047443016,0.000068647394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010958846,0.00005477728,0.00014532566,0.00007800426,0.00033204735,0.000008673324,0.00007903145,0.000025084391,0.000011116399],"category_scores_gemma":[0.00009356158,0.000038191265,0.000011394672,0.0003937566,0.0023470512,0.00006014599,0.00023448418,0.00009992728,3.1322932e-7],"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":[0.000041536863,0.000039437444,0.6169866,0.000045977045,0.000005795372,3.3432914e-7,0.38058507,2.5246797e-7,0.000005839395,0.000083218736,0.00009308973,0.0021129076],"study_design_scores_gemma":[0.0002121409,0.0006011068,0.66820794,0.000051437695,0.0000017846394,4.3231843e-8,0.3308732,0.0000010922796,0.0000029901187,0.000022285452,0.0000033448055,0.00002261638],"about_ca_topic_score_codex":0.00380854,"about_ca_topic_score_gemma":0.0045009446,"teacher_disagreement_score":0.051221423,"about_ca_system_score_codex":0.00006191474,"about_ca_system_score_gemma":0.000016792665,"threshold_uncertainty_score":0.8647807},"labels":[],"label_agreement":null},{"id":"W4385951900","doi":"10.2196/42756","title":"Identification of Risk Groups for and Factors Affecting Metabolic Syndrome in South Korean Single-Person Households Using Latent Class Analysis and Machine Learning Techniques: Secondary Analysis Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; National Research Foundation","keywords":"Metabolic syndrome; Latent class model; Obesity; Binge drinking; Logistic regression; Abdominal obesity; Medicine; Categorization; Environmental health; Gerontology; Demography; Psychology; Artificial intelligence; Computer science; Machine learning; Internal medicine; Poison control","score_opus":0.07627253472305726,"score_gpt":0.3410596871733324,"score_spread":0.2647871524502752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385951900","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":[0.99849796,0.00007845635,0.00056335394,0.0000074305717,0.000008119002,0.00068262324,0.00007872065,0.000044217828,0.000039109415],"genre_scores_gemma":[0.999757,0.00005658648,0.00006414676,8.8292654e-7,0.000005070574,0.000049136375,0.000028355915,0.000013841676,0.000024998715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979472,0.00055652147,0.00033948297,0.0003276113,0.00048076504,0.00034842986],"domain_scores_gemma":[0.9991247,0.0004227848,0.00021818881,0.00013323763,0.000034285593,0.000066812136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00301644,0.00014058952,0.00047116252,0.0009772761,0.0005813187,0.000076920565,0.00011526371,0.00006221099,0.00001386569],"category_scores_gemma":[0.0001725768,0.00011953127,0.00012889886,0.004727497,0.00027378826,0.00030063026,0.00023578083,0.0003414967,0.0000015954478],"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":[0.000015469046,0.00008862286,0.8854471,0.000024942077,0.0005847264,0.0000017217917,0.11047344,0.00029640153,0.0010428918,0.000004220403,0.0000015584878,0.002018924],"study_design_scores_gemma":[0.00023299495,0.000177912,0.92789173,0.0000072680955,0.0003521889,2.7202208e-7,0.053455867,0.016720735,0.0010073074,0.00004383747,0.0000021461158,0.00010771367],"about_ca_topic_score_codex":0.0022844058,"about_ca_topic_score_gemma":0.0019453983,"teacher_disagreement_score":0.057017572,"about_ca_system_score_codex":0.00016694775,"about_ca_system_score_gemma":0.0000054297393,"threshold_uncertainty_score":0.48743436},"labels":[],"label_agreement":null},{"id":"W4389870992","doi":"10.1080/08882746.2023.2295182","title":"The influence of disability-related dwelling adaptations on household dwelling satisfaction","year":2023,"lang":"en","type":"article","venue":"Housing and Society","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Western University","funders":"Social Sciences and Humanities Research Council","keywords":"Subsidy; Stock (firearms); Renting; Context (archaeology); Subsidized housing; Business; Demographic economics; Socioeconomics; Geography; Economics; Political science","score_opus":0.023669705470244197,"score_gpt":0.23503088831982955,"score_spread":0.21136118284958536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389870992","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":[0.99873763,0.00005090809,0.000035462905,0.00022123563,0.00005735825,0.00007683775,0.0000034353948,0.00008330246,0.0007338536],"genre_scores_gemma":[0.9986759,0.0010379368,0.00009399068,0.000048521608,0.000016932652,0.000003710488,9.803626e-7,0.000008095042,0.000113929214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935806,0.000034045737,0.00014301266,0.00014171413,0.00017218576,0.00015098034],"domain_scores_gemma":[0.9995716,0.00024280691,0.000056800804,0.00009556259,0.0000052983905,0.000027893093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031285724,0.00006876817,0.000081305196,0.000003619765,0.0010074623,0.000025353142,0.00004580492,0.000048947608,0.0000049201008],"category_scores_gemma":[0.000034112523,0.00005180505,0.00006647171,0.00025640818,0.00058362086,0.000059120546,0.00004615583,0.00011459607,0.000014748485],"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":[0.000009889924,0.0000374018,0.5465153,0.000018848981,0.00006277177,7.0533133e-7,0.02854496,0.38771883,0.0016954915,0.0013575122,0.0016683004,0.032370027],"study_design_scores_gemma":[0.0000946947,0.000019137971,0.9880556,0.000020648682,0.000012538817,1.7231595e-7,0.0038049568,0.0057943393,0.000053738684,0.0015255224,0.0005387999,0.00007984567],"about_ca_topic_score_codex":0.0008411564,"about_ca_topic_score_gemma":0.0001593331,"teacher_disagreement_score":0.44154036,"about_ca_system_score_codex":0.00007431607,"about_ca_system_score_gemma":0.0000034933023,"threshold_uncertainty_score":0.7748687},"labels":[],"label_agreement":null},{"id":"W4389960061","doi":"10.2139/ssrn.4668679","title":"Quantifying the Adoption of Conservation Agriculture: Development and Validation of the Conservation Agriculture Appraisal Index","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Canada; Agriculture and Agri-Food Canada","funders":"","keywords":"Conservation agriculture; Agriculture; Index (typography); Nature Conservation; Agroforestry; Business; Environmental resource management; Environmental planning; Natural resource economics; Geography; Agricultural economics; Environmental science; Economics; Computer science; Ecology; Archaeology; Biology","score_opus":0.031990661961497656,"score_gpt":0.25604726658550575,"score_spread":0.2240566046240081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389960061","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":[0.994577,0.0005795947,0.0013722181,0.0026040834,0.00035106725,0.0003505778,0.000005029626,0.000016203681,0.00014426127],"genre_scores_gemma":[0.99802905,0.0013281519,0.00009130631,0.000052697498,0.00009055935,0.000015387386,0.000029138051,0.000010252065,0.00035343037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981778,0.00017915548,0.000456695,0.00019708274,0.0005280468,0.0004612125],"domain_scores_gemma":[0.99885327,0.00010403709,0.0008196889,0.00012422261,0.000075986514,0.000022782418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014750486,0.00017572902,0.00021491873,0.000024561785,0.00044809363,0.00004062646,0.00028605838,0.00017898285,0.0000056142508],"category_scores_gemma":[0.00015989694,0.000093140894,0.00010208097,0.00027536327,0.00020903297,0.000094643015,0.00036135354,0.0011842218,0.0000040231557],"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":[0.00007682856,0.00013649017,0.9407504,0.0001474531,0.000670476,5.9305097e-7,0.01179815,0.0045337356,0.0069974423,0.019728681,0.006146805,0.009012925],"study_design_scores_gemma":[0.0003010802,0.00003896891,0.9732732,0.00014300359,0.000104791536,0.000018793367,0.0066567357,0.00014232389,0.0028959976,0.014193047,0.0020256476,0.00020636656],"about_ca_topic_score_codex":0.00100135,"about_ca_topic_score_gemma":0.007502241,"teacher_disagreement_score":0.032522824,"about_ca_system_score_codex":0.00055365474,"about_ca_system_score_gemma":0.0003123753,"threshold_uncertainty_score":0.51449203},"labels":[],"label_agreement":null},{"id":"W4390404665","doi":"10.18280/ijsdp.181223","title":"Affordances of Home-School Journey in the Hinterland Area for Spatial Mobility Patterns","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Teknologi Malaysia","keywords":"Affordance; Mobilities; Human–computer interaction; Computer science; Geography; Sociology; Social science","score_opus":0.023885853592618054,"score_gpt":0.2671035008927198,"score_spread":0.24321764730010173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390404665","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":[0.9976863,0.000083899235,0.000999442,0.00035239995,0.00017141073,0.000107245534,0.000003913577,0.0000029910127,0.0005923863],"genre_scores_gemma":[0.999251,0.00005535762,0.00023055608,0.00006033801,0.00008078227,0.00000751619,0.000004831565,0.0000031806596,0.0003064584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912536,0.000023123312,0.00030718677,0.000073470575,0.0003167996,0.00015405832],"domain_scores_gemma":[0.99953055,0.00015704487,0.00018177583,0.000027056944,0.000072032955,0.00003154202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089188333,0.00006747107,0.00012642023,0.00009696895,0.00008821237,0.000041794676,0.00023259514,0.000022293412,0.00004753562],"category_scores_gemma":[0.0001565554,0.000045787685,0.00003783741,0.00009938418,0.00004577708,0.00015711728,0.0000873384,0.0000871557,0.0000011354495],"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":[0.00020032536,0.000041901912,0.96346855,0.000025891888,0.00006211949,0.00024074166,0.02796301,0.00056396966,0.000020200085,0.00011510813,0.0028893636,0.0044088177],"study_design_scores_gemma":[0.0005493765,0.00006229189,0.9233482,0.00007304749,0.0000052757373,0.000012055553,0.06670019,0.00014404832,0.00011216128,0.001886772,0.0070330207,0.00007355206],"about_ca_topic_score_codex":0.00013481124,"about_ca_topic_score_gemma":0.00007349733,"teacher_disagreement_score":0.04012034,"about_ca_system_score_codex":0.000121787634,"about_ca_system_score_gemma":0.000035014655,"threshold_uncertainty_score":0.18671677},"labels":[],"label_agreement":null},{"id":"W4390549479","doi":"10.9715/kila.2023.51.6.033","title":"Comparative Study of Institutional Approaches to Children’s Playgrounds for Ensuring the Right to Play†","year":2023,"lang":"en","type":"article","venue":"Journal of the Korean Institute of Landscape Architecture","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Scope (computer science); Perspective (graphical); Business; Public relations; Environmental planning; Political science; Computer science; Geography","score_opus":0.052305710556541256,"score_gpt":0.251441538885383,"score_spread":0.19913582832884175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390549479","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":[0.9945465,0.000028100716,0.000383843,0.0015268208,0.0003386972,0.000718808,0.00004505269,0.000008346103,0.0024038749],"genre_scores_gemma":[0.9989919,0.0000031707552,0.0005634346,0.00008698347,0.00020197338,0.000015456051,0.0000022552665,0.000007786688,0.00012702505],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9986284,0.00007296219,0.00041463348,0.00015120124,0.0005300088,0.00020280419],"domain_scores_gemma":[0.9992661,0.00012000056,0.0002853861,0.00021538208,0.00002788333,0.00008525431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005093461,0.00015429572,0.0003766814,0.000101516656,0.00044284275,0.000018419103,0.0007058968,0.00003566705,0.000015946349],"category_scores_gemma":[0.00009471915,0.00007660656,0.00018869153,0.0005644196,0.00024833946,0.000080031285,0.0003572321,0.0002101841,0.000005953574],"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":[0.0008252369,0.0007095107,0.22109476,0.000031635238,0.0008170499,0.00001053615,0.11255182,0.6327578,0.0011992818,0.001409408,0.02486949,0.0037235033],"study_design_scores_gemma":[0.0013996483,0.00077376247,0.98404545,0.00008645032,0.000121081015,0.000049004557,0.0026035043,0.00010887279,0.0017056854,0.001089276,0.007826485,0.00019078549],"about_ca_topic_score_codex":0.0000923518,"about_ca_topic_score_gemma":0.0011819103,"teacher_disagreement_score":0.7629507,"about_ca_system_score_codex":0.0000634717,"about_ca_system_score_gemma":0.000033605425,"threshold_uncertainty_score":0.34060332},"labels":[],"label_agreement":null},{"id":"W4391965112","doi":"10.1007/978-981-99-3834-6","title":"Resilient and Adaptive Tokyo","year":2024,"lang":"en","type":"book","venue":"","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":1,"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":"Computer science","score_opus":0.012409789361651918,"score_gpt":0.2040121968302957,"score_spread":0.1916024074686438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391965112","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006004052,0.001567669,0.00000619998,0.00015426267,0.00012612234,0.00011987886,0.000010771258,0.000048837872,0.9979062],"genre_scores_gemma":[0.0008399382,0.00036337506,0.00009540375,0.000216616,0.000099437595,0.000005320019,0.0000028443444,0.00001540576,0.99836165],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993449,0.0000072040425,0.000082887746,0.00026726958,0.00017655108,0.00012122597],"domain_scores_gemma":[0.99982184,0.000024219271,0.000018504192,0.000081465194,0.0000016968976,0.000052244286],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004989766,0.00013365554,0.00014335942,0.000011551513,0.00007361423,0.000020830363,0.00006528167,0.00009772774,0.0026155584],"category_scores_gemma":[0.000004166026,0.000102583006,0.00003628778,0.00002442116,0.00028530802,0.000021304497,0.00035663482,0.00014059679,0.0033078012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029863268,0.0000030929575,0.000046817353,0.0000065146546,0.000022431575,0.000012555382,0.00042365142,3.808892e-7,0.0000012876179,0.015980002,0.9792865,0.0042137834],"study_design_scores_gemma":[0.00003563881,0.000048414917,0.0006889823,0.000026269441,0.000029280409,0.0000010521429,0.00007945338,0.0000073718425,0.0000021676299,0.03218674,0.9667411,0.0001535623],"about_ca_topic_score_codex":0.00013990329,"about_ca_topic_score_gemma":0.00046978917,"teacher_disagreement_score":0.016206736,"about_ca_system_score_codex":0.00024279869,"about_ca_system_score_gemma":0.0000109193625,"threshold_uncertainty_score":0.9982962},"labels":[],"label_agreement":null},{"id":"W4396915944","doi":"10.2139/ssrn.4829218","title":"Anticipation of Retail Gentrification Through Data Science Approach in Seoul, South Korea","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Gentrification; Anticipation (artificial intelligence); Economic geography; Geography; Regional science; Citizen science; Advertising; Business; Economic growth; Economics; Computer science","score_opus":0.05765258167630765,"score_gpt":0.29377843682479254,"score_spread":0.2361258551484849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396915944","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":[0.959661,0.0068040057,0.0066594603,0.00053483184,0.0005057606,0.0005662819,0.000057238016,0.000042663753,0.02516875],"genre_scores_gemma":[0.9933071,0.005503641,0.00060080015,0.000016350274,0.00014032846,0.0000078985595,0.000046568424,0.000019543615,0.00035776477],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9966224,0.00009628234,0.000495383,0.00067098835,0.00078087626,0.0013341133],"domain_scores_gemma":[0.99895084,0.000017508575,0.0003590571,0.0005938596,0.000029968103,0.000048758327],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0038681626,0.00020596209,0.00030400686,0.000112384565,0.00021999492,0.00009153091,0.0013787022,0.00014479774,0.000038800255],"category_scores_gemma":[0.00012358974,0.00018084113,0.00007925859,0.0006414785,0.0006435009,0.00031034174,0.0020371482,0.0025187223,0.000047669462],"study_design_candidate":"theoretical_or_conceptual","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":[0.0003198022,0.0018096586,0.36099693,0.00074632553,0.0011155196,0.000028897928,0.11208666,0.01413486,0.0049634743,0.35825446,0.0022892416,0.14325418],"study_design_scores_gemma":[0.00085748365,0.00020615631,0.074579515,0.00027878408,0.00038250946,0.00007524935,0.019555299,0.018342819,0.0003994031,0.88322127,0.0010457438,0.0010557872],"about_ca_topic_score_codex":0.0010370812,"about_ca_topic_score_gemma":0.0006474099,"teacher_disagreement_score":0.5249668,"about_ca_system_score_codex":0.00230319,"about_ca_system_score_gemma":0.0013315203,"threshold_uncertainty_score":0.9997825},"labels":[],"label_agreement":null},{"id":"W4398780484","doi":"10.31542/ajrg4d55","title":"Literature Review of the Stigma of People Experiencing Homelessness","year":2024,"lang":"en","type":"article","venue":"MacEwan University Student eJournal","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Psychology; Sociology; Gender studies; Criminology; Psychiatry","score_opus":0.005848976493677153,"score_gpt":0.2183696320289642,"score_spread":0.21252065553528704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398780484","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":[0.9630216,0.020459343,0.000055748857,0.00050879986,0.00027229133,0.00014815599,0.000015282381,0.000014066781,0.015504742],"genre_scores_gemma":[0.984035,0.014373283,0.000026936164,0.000053158747,0.000024602761,1.8361423e-7,5.095737e-7,0.000003989479,0.0014822938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916095,0.00007061751,0.00012645188,0.00012016876,0.0004069964,0.0001148293],"domain_scores_gemma":[0.9997253,0.000025405281,0.00007680307,0.00011403897,0.000019073499,0.000039370192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018202623,0.00007902259,0.000182427,0.000024684865,0.00019816236,0.000016766675,0.0003670297,0.000025877485,0.0005223651],"category_scores_gemma":[0.000012097514,0.000056090073,0.00014795353,0.0005565737,0.0001472294,0.00010575716,0.0003783266,0.00014690623,0.000007457019],"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":[0.000035618847,0.00024450073,0.7172513,0.0033114748,0.0002925509,0.00019602204,0.23449469,0.00007133349,0.0021944072,0.0026269758,0.023883335,0.015397775],"study_design_scores_gemma":[0.00031980773,0.000061363025,0.90050656,0.009017744,0.00015352658,0.00002004698,0.04053061,0.000023253728,0.0007122634,0.00007021042,0.04835902,0.00022559655],"about_ca_topic_score_codex":0.00008063024,"about_ca_topic_score_gemma":0.00017136542,"teacher_disagreement_score":0.19396408,"about_ca_system_score_codex":0.00014846603,"about_ca_system_score_gemma":0.000015979307,"threshold_uncertainty_score":0.5719531},"labels":[],"label_agreement":null},{"id":"W4399382176","doi":"10.20944/preprints202406.0304.v1","title":"Graphic Memoir Creation for Reconstructing the Dementia Narrative While Reducing Depression and Anxiety Associated Burnout in Informal Dementia Home Caregiving","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":1,"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 Toronto","funders":"","keywords":"Memoir; Dementia; Anxiety; Depression (economics); Burnout; Narrative; Psychology; Gerontology; Psychiatry; Clinical psychology; Medicine; History; Art; Art history; Literature","score_opus":0.04045336575779091,"score_gpt":0.2860528079508852,"score_spread":0.24559944219309432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399382176","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":[0.98733884,0.00088259595,0.000033948134,0.0001931808,0.0005335961,0.0010608169,0.00002274701,0.000090861984,0.009843419],"genre_scores_gemma":[0.99867487,0.00049609103,0.00015149315,0.000034675722,0.000071532486,0.00030616182,0.000038318365,0.000029939829,0.00019694437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977371,0.00016115175,0.00054846477,0.00080972526,0.00032116348,0.0004224132],"domain_scores_gemma":[0.99903756,0.0001255908,0.00038847383,0.00034156075,0.000035981167,0.000070841386],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014378077,0.000327015,0.0003678752,0.00008774232,0.0006944013,0.00009251397,0.00032988333,0.00026913494,0.00024213649],"category_scores_gemma":[0.00030467546,0.00027602955,0.00016421598,0.0002515309,0.0002919738,0.0001959992,0.0030885872,0.0007581015,0.000025609976],"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":[0.00001674285,0.000022513404,0.95125264,0.00007833167,0.00027246325,0.0000010013264,0.0429403,0.0007756885,0.0006495999,0.000027925935,0.00006503382,0.0038977608],"study_design_scores_gemma":[0.00037881362,0.000012568838,0.98117614,0.00052223145,0.00024061724,0.0000029160567,0.010452759,0.0019922298,0.0011364206,0.0033218993,0.00036813394,0.0003952939],"about_ca_topic_score_codex":0.0022677912,"about_ca_topic_score_gemma":0.0022821496,"teacher_disagreement_score":0.03248754,"about_ca_system_score_codex":0.00030276796,"about_ca_system_score_gemma":0.000040535728,"threshold_uncertainty_score":0.9999692},"labels":[],"label_agreement":null},{"id":"W4401022017","doi":"10.1016/j.jneb.2024.05.009","title":"Exploring Unhoused Participants' Perceived Acceptance of a Food Distribution Program and Food Utilization Barriers","year":2024,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Environmental health; Business; Medicine","score_opus":0.10313124924962487,"score_gpt":0.3249528257950938,"score_spread":0.22182157654546897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401022017","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":[0.99800843,0.0010852695,0.00008255359,0.00022431997,0.00030750866,0.00022134314,0.000020604588,0.000016446085,0.00003349695],"genre_scores_gemma":[0.9979962,0.0014705969,0.00028759066,0.000013899,0.000095339165,0.00010685684,0.00000870579,0.0000059256326,0.0000148532035],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99938715,0.00003288227,0.00023554973,0.00009457184,0.00015524974,0.000094590876],"domain_scores_gemma":[0.999704,0.000018747518,0.00009762612,0.00003582106,0.00003852695,0.000105284664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012237208,0.00006595589,0.00011139922,0.000038373688,0.00009836758,0.00004701059,0.00003508378,0.000029767805,0.000059425438],"category_scores_gemma":[0.000044043547,0.000058606034,0.000041853964,0.0001727496,0.00011808774,0.0003411746,0.000015351716,0.00007258834,9.236461e-7],"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":[0.000049327482,0.005950224,0.15960798,0.0003839794,0.00008036681,0.0000034330892,0.017715866,0.000003331231,0.011700327,0.0010367433,0.0024169027,0.8010515],"study_design_scores_gemma":[0.0003950356,0.00077744457,0.97832143,0.0002053872,0.00017707009,0.000019481771,0.010449988,0.000034210672,0.001213652,0.00030607323,0.007995343,0.00010489766],"about_ca_topic_score_codex":0.000007192045,"about_ca_topic_score_gemma":0.000020537429,"teacher_disagreement_score":0.8187134,"about_ca_system_score_codex":0.00008968296,"about_ca_system_score_gemma":0.000027928785,"threshold_uncertainty_score":0.23898847},"labels":[],"label_agreement":null},{"id":"W4402641040","doi":"10.1287/msom.2024.0746","title":"The Impact of the Opportunity Zone Program on Residential Real Estate","year":2024,"lang":"en","type":"article","venue":"Manufacturing & Service Operations Management","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Business; Real estate; Finance; Residential real estate; Operations management; Economics","score_opus":0.0159846606456413,"score_gpt":0.2789468873088154,"score_spread":0.2629622266631741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402641040","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":[0.8919799,0.000012065104,0.00002016084,0.0025224788,0.00022246671,0.00074049836,0.000009526345,0.00009072427,0.104402184],"genre_scores_gemma":[0.9925931,0.00046857249,0.00010478964,0.00010758348,0.00004628689,0.00009236486,0.000006509838,0.000013703017,0.006567093],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989925,0.00007530204,0.00018915616,0.00021154905,0.00031408068,0.00021743187],"domain_scores_gemma":[0.99951625,0.00003385428,0.000029166547,0.0003620339,0.0000076172632,0.000051082632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025498285,0.00013311526,0.00008746455,0.000020850066,0.00085630955,0.00024345667,0.00036307742,0.00002183565,0.00027536193],"category_scores_gemma":[0.0000048143033,0.00007019242,0.00010980545,0.00019816375,0.00010874887,0.00011158687,0.0004618853,0.00012362425,0.00015043865],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078190875,0.00070405996,0.0016993809,0.00017855359,0.00087791344,0.000054711454,0.009174762,0.16414481,0.00024448414,0.0043108063,0.0393863,0.779146],"study_design_scores_gemma":[0.000286656,0.00020211923,0.9316448,0.00008972548,0.00013580105,0.0000019871563,0.0021295461,0.0067923376,0.0022253697,0.00054406206,0.055626284,0.000321344],"about_ca_topic_score_codex":0.013256029,"about_ca_topic_score_gemma":0.011069259,"teacher_disagreement_score":0.9299454,"about_ca_system_score_codex":0.00023414432,"about_ca_system_score_gemma":0.000013212025,"threshold_uncertainty_score":0.9933148},"labels":[],"label_agreement":null},{"id":"W4402951572","doi":"10.18280/ijsdp.190912","title":"A Cultural Route Recommendation Based on Optimization Techniques in Urban Spaces","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Environmental planning; Mathematical optimization; Geography; Mathematics","score_opus":0.013281094333931176,"score_gpt":0.26340295261826896,"score_spread":0.2501218582843378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402951572","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":[0.9480256,0.0003760897,0.014552814,0.0036094917,0.0005621412,0.00018901566,0.00000225989,0.00004909374,0.03263353],"genre_scores_gemma":[0.99197,0.000038997823,0.007002298,0.00015761593,0.00009438974,0.0000037964085,0.000012352627,0.0000049257346,0.0007156474],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994016,0.00001986872,0.00019131982,0.00008244836,0.00020252565,0.00010218007],"domain_scores_gemma":[0.99980044,0.0000483863,0.00006780953,0.000012908872,0.000044774584,0.000025685911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033207252,0.00006790609,0.00007356551,0.00016213364,0.00006507214,0.00014828703,0.00007727789,0.000027607046,0.00010338091],"category_scores_gemma":[0.000053684984,0.000054768807,0.000018469422,0.00012069343,0.000023894407,0.00036032582,0.0000403924,0.00010313734,0.0000021441324],"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":[0.00063140865,0.00023001287,0.5622358,0.00010042817,0.0002568534,0.0042254734,0.09324522,0.10884405,0.00010605353,0.0033037516,0.04762093,0.17920007],"study_design_scores_gemma":[0.0013603715,0.0002978298,0.14389248,0.0014221619,0.000029060902,0.00006568994,0.06902218,0.06578408,0.0021108205,0.0010667962,0.71421474,0.0007337891],"about_ca_topic_score_codex":0.000036099365,"about_ca_topic_score_gemma":0.0000036825857,"teacher_disagreement_score":0.6665938,"about_ca_system_score_codex":0.0004289324,"about_ca_system_score_gemma":0.00003310395,"threshold_uncertainty_score":0.2233407},"labels":[],"label_agreement":null},{"id":"W4403280579","doi":"10.1016/j.enbuild.2024.114868","title":"A meta-analysis of the schematic design process of deep retrofit projects","year":2024,"lang":"en","type":"article","venue":"Energy and Buildings","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pembina Institute; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Schematic; Process (computing); Engineering; Architectural engineering; Computer science; Construction engineering; Manufacturing engineering; Electrical engineering","score_opus":0.04646977420565505,"score_gpt":0.25300947974369775,"score_spread":0.2065397055380427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403280579","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":[0.9676825,0.009415512,0.009264964,0.00057945156,0.000063886786,0.00019809576,0.000006621837,0.000041143532,0.012747823],"genre_scores_gemma":[0.99822366,0.000039168757,0.0005666747,0.000050244562,0.0000051798274,0.000012242968,2.2957812e-7,0.0000038566473,0.0010987474],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9994262,0.000034705852,0.00013552494,0.0001376301,0.00018471532,0.000081212485],"domain_scores_gemma":[0.9997642,0.00007057204,0.00005780825,0.000084727806,0.0000065283125,0.000016156153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021429651,0.00006848101,0.00028632674,0.000032822016,0.00006581841,0.000010155964,0.00010599535,0.00002885831,0.0003010138],"category_scores_gemma":[0.000029929615,0.000037190697,0.00022920083,0.00076759496,0.00019963612,0.00005303591,0.00007356229,0.000030941614,9.912973e-7],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015084723,0.0006472207,0.072673336,0.0016357799,0.46821573,0.000027414451,0.10865803,0.027197493,0.056691125,0.23069635,0.012318644,0.021088026],"study_design_scores_gemma":[0.0005493203,0.0004187737,0.03255284,0.0001342404,0.48067245,0.000009396081,0.005157906,0.055528488,0.35553125,0.05927852,0.008862868,0.0013039614],"about_ca_topic_score_codex":0.00023671986,"about_ca_topic_score_gemma":0.00006881572,"teacher_disagreement_score":0.29884014,"about_ca_system_score_codex":0.000013634389,"about_ca_system_score_gemma":0.0000046954005,"threshold_uncertainty_score":0.329589},"labels":[],"label_agreement":null},{"id":"W4404107921","doi":"10.3390/jrfm17110496","title":"Coastal Real Estate Vibes: An Analysis of the Association Between Coastal Residential Ownership and the Resident Occupant’s Risk Tolerance","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); Real estate; Business; Geography; Finance; Psychology","score_opus":0.007094494660823051,"score_gpt":0.2199963367349802,"score_spread":0.21290184207415716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404107921","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":[0.99710655,0.00022243887,0.00069088227,0.00019426197,0.00023736939,0.00015208805,0.00010859906,0.0000065379622,0.0012812424],"genre_scores_gemma":[0.9847734,0.014634661,0.00007355569,0.000022856097,0.0001842401,0.0000022715926,0.0000017316346,0.000006236192,0.00030103512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998298,0.00032325988,0.00044180694,0.00017599898,0.0005820467,0.00017889813],"domain_scores_gemma":[0.99907255,0.00022536317,0.0004988305,0.00012255838,0.000024346878,0.000056357374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018545088,0.00012204066,0.00034662662,0.00008641633,0.00038694325,0.00010978597,0.00019387619,0.000049830207,0.000015444977],"category_scores_gemma":[0.00012864821,0.00006834701,0.00021240771,0.00048176257,0.00032126738,0.00019044885,0.00025649808,0.00025598056,0.0000016214987],"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":[0.00018941986,0.00002262965,0.9403537,0.000015652433,0.00039847978,0.000014172633,0.008666538,0.00043743322,0.0000037283128,0.00056692935,0.0009674675,0.04836384],"study_design_scores_gemma":[0.0005976451,0.000069158545,0.9891175,0.000030218303,0.0024087224,7.671956e-7,0.0017697036,0.00030925625,0.0000076158276,0.001442503,0.004164385,0.00008252161],"about_ca_topic_score_codex":0.00693312,"about_ca_topic_score_gemma":0.018529467,"teacher_disagreement_score":0.048763793,"about_ca_system_score_codex":0.00009488481,"about_ca_system_score_gemma":0.00001345019,"threshold_uncertainty_score":0.9996798},"labels":[],"label_agreement":null},{"id":"W4404414979","doi":"10.70088/8f92z263","title":"An Empirical Study on the Determinants of Housing Prices in Beijing and Model Optimization","year":2024,"lang":"en","type":"article","venue":"Science, technology and social development proceedings series.","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Beijing; Econometrics; Computer science; Business; Economics; Geography; China; Archaeology","score_opus":0.02085861611085667,"score_gpt":0.2819385987532715,"score_spread":0.26107998264241483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404414979","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":[0.99772704,0.000028559152,0.00005215999,0.00055588956,0.000027753451,0.00020625904,3.6496888e-7,0.00005845313,0.0013435119],"genre_scores_gemma":[0.9981133,0.000022519562,0.0017551819,0.000043271073,0.0000058478986,0.00002240033,9.806558e-8,0.000005131464,0.000032284523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990689,0.0000039510255,0.00016917115,0.000318258,0.00023091825,0.0002087839],"domain_scores_gemma":[0.9998747,0.0000111420695,0.000044750534,0.00003075118,0.000016950475,0.000021704287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000643318,0.00009695745,0.00013129406,0.00024003415,0.0009367734,0.000085846186,0.00018597375,0.00007705266,0.00000390964],"category_scores_gemma":[0.000040917785,0.00007004167,0.0000070147,0.0014394876,0.0016817844,0.00047059834,0.00024353186,0.0001269461,7.473074e-7],"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":[0.000009467111,0.00007108261,0.9358386,0.000013347574,0.0000045841894,0.0000018939326,0.050856143,0.000046565958,0.0005129127,0.005255047,0.000014144703,0.0073762448],"study_design_scores_gemma":[0.00034240735,0.0004486946,0.8047363,0.00010140117,0.000021839209,0.000006024812,0.14776252,0.03357476,0.0030687691,0.009050863,0.0003720623,0.0005143353],"about_ca_topic_score_codex":0.000003950142,"about_ca_topic_score_gemma":0.000040975512,"teacher_disagreement_score":0.13110223,"about_ca_system_score_codex":0.00009427537,"about_ca_system_score_gemma":0.000048484137,"threshold_uncertainty_score":0.7204998},"labels":[],"label_agreement":null},{"id":"W4405976336","doi":"10.1093/geroni/igae098.0541","title":"USING THE ACT-OUT QUESTIONNAIRE TO INFORM ON COMMUNITY MOBILITY AND PARTICIPATION FOR PEOPLE LIVING WITH DEMENTIA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Dementia; Gerontology; Assisted living; Psychology; Medicine; Pathology","score_opus":0.05532631099745959,"score_gpt":0.3306132923589997,"score_spread":0.2752869813615401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976336","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":[0.9874377,0.000013237071,0.010754729,0.00070899865,0.000057388093,0.00023147119,0.000001022437,0.000025273324,0.0007701838],"genre_scores_gemma":[0.99924016,0.0000010476224,0.00036083735,0.00030148364,0.000016872122,0.000048045404,0.0000015421208,0.000004391972,0.000025623945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995594,0.000035657347,0.00013614418,0.00007893563,0.00009486464,0.000095002906],"domain_scores_gemma":[0.99974966,0.00012705449,0.00002776373,0.00007109928,0.000014784468,0.000009624744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007330373,0.000050704548,0.000050337694,0.000038510236,0.00041942913,0.00006495367,0.000042771433,0.0000141768505,0.0000117056],"category_scores_gemma":[0.00014267777,0.000036781727,0.000006088228,0.0005602707,0.000048595157,0.00015984217,0.000063090905,0.00009431289,0.0000033764893],"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":[0.000007780375,0.00003082613,0.9252587,0.000042000924,0.00001159838,1.1104675e-7,0.052535973,0.0019536975,0.00034156427,0.003935011,0.00013607605,0.015746687],"study_design_scores_gemma":[0.000059143065,0.00003409384,0.99114716,0.00016730228,0.0000074051254,1.9925193e-7,0.0019336398,0.005179659,0.00012127863,0.0008052404,0.00048020697,0.00006466065],"about_ca_topic_score_codex":0.00069196586,"about_ca_topic_score_gemma":0.003855888,"teacher_disagreement_score":0.065888494,"about_ca_system_score_codex":0.00014516644,"about_ca_system_score_gemma":0.000007170842,"threshold_uncertainty_score":0.3225952},"labels":[],"label_agreement":null},{"id":"W4407112767","doi":"10.21447/jusre.2024.15.4.4","title":"Policy Improvement Measures to Revitalize Vacant House Management Projects : Focusing on the Cases of the UK, Japan, and Canada","year":2024,"lang":"en","type":"article","venue":"The Korean Association of Urban Policies","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Regional science; Public administration; Political science; Business; Geography","score_opus":0.014390921403644464,"score_gpt":0.2229984395758298,"score_spread":0.20860751817218534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407112767","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":[0.95484304,0.0002145138,0.0000020787168,0.029449195,0.00013475715,0.0007533853,0.000078230296,0.000028531236,0.014496286],"genre_scores_gemma":[0.99269193,0.00012377018,0.000005842598,0.0017055657,0.000089363835,0.000026878275,4.646394e-7,0.000016216542,0.005339983],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9985421,0.00012089665,0.00024635709,0.00015735914,0.00067762804,0.00025569685],"domain_scores_gemma":[0.9991887,0.00031891308,0.00017915545,0.00025404556,0.000021304331,0.000037872946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055925676,0.00014333882,0.0001732132,0.00003554475,0.00034328413,0.00004832305,0.00028697352,0.000027357886,0.00001634021],"category_scores_gemma":[0.00033127272,0.00007142914,0.000074345364,0.00037096711,0.00016761328,0.000032495587,0.00031331234,0.000090577625,0.0000042986],"study_design_candidate":"observational","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":[0.00003673557,0.000083433755,0.14264348,0.00012629363,0.0006345286,0.0000035763846,0.043821115,0.000158573,0.002325844,0.06318499,0.7387244,0.00825699],"study_design_scores_gemma":[0.00041948058,0.00032528056,0.8952802,0.00047124582,0.00035510922,0.0000033904123,0.015190758,0.000038964787,0.014759595,0.0031423026,0.069499575,0.0005141297],"about_ca_topic_score_codex":0.5706085,"about_ca_topic_score_gemma":0.35416657,"teacher_disagreement_score":0.7526367,"about_ca_system_score_codex":0.0009423124,"about_ca_system_score_gemma":0.00006576763,"threshold_uncertainty_score":0.6576182},"labels":[],"label_agreement":null},{"id":"W4407173227","doi":"10.32920/28325426","title":"The Impact of Multi-Criteria Decision Analysis Parameters on an Urban Deprivation Index","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Index (typography); Statistics; Econometrics; Computer science; Mathematics","score_opus":0.030567799422893133,"score_gpt":0.3329488600342013,"score_spread":0.3023810606113082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407173227","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":[0.9845884,0.000042430423,0.0083559705,0.000038957103,0.00013135164,0.0002923754,0.000040879724,0.000030763495,0.0064788847],"genre_scores_gemma":[0.9974379,0.00011232437,0.001607324,0.000042873417,0.000014433981,0.000016438553,0.000027920833,0.0000059748,0.00073479966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986093,0.000132538,0.00032944174,0.00040540233,0.00033268193,0.00019062914],"domain_scores_gemma":[0.99888587,0.00025325772,0.00018358335,0.00059645023,0.000018045115,0.00006280288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038308912,0.00021134809,0.0003467327,0.00009485436,0.00023190059,0.000071594135,0.00047443775,0.00015884655,0.00029918514],"category_scores_gemma":[0.00015507799,0.0001266986,0.00044448575,0.00045979326,0.00021378418,0.000052077827,0.0007101936,0.00020495083,0.00001585389],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009762251,0.00018708732,0.90901613,0.0000036924434,0.00075471256,5.90884e-7,0.0012123125,0.05263165,0.000042393178,0.00005624781,0.0039035294,0.032094005],"study_design_scores_gemma":[0.000136988,0.000057484896,0.95962065,0.000013693184,0.00012958191,2.173593e-8,0.00014149393,0.038380176,0.00006768849,0.0012450126,0.00006473575,0.00014247617],"about_ca_topic_score_codex":0.012012395,"about_ca_topic_score_gemma":0.002943449,"teacher_disagreement_score":0.05060449,"about_ca_system_score_codex":0.00038779256,"about_ca_system_score_gemma":0.000017944949,"threshold_uncertainty_score":0.9945667},"labels":[],"label_agreement":null},{"id":"W4407173228","doi":"10.32920/28325426.v1","title":"The Impact of Multi-Criteria Decision Analysis Parameters on an Urban Deprivation Index","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Index (typography); Computer science; Regional science; Geography; World Wide Web","score_opus":0.030567799422893133,"score_gpt":0.3329488600342013,"score_spread":0.3023810606113082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407173228","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":[0.9845884,0.000042430423,0.0083559705,0.000038957103,0.00013135164,0.0002923754,0.000040879724,0.000030763495,0.0064788847],"genre_scores_gemma":[0.9974379,0.00011232437,0.001607324,0.000042873417,0.000014433981,0.000016438553,0.000027920833,0.0000059748,0.00073479966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986093,0.000132538,0.00032944174,0.00040540233,0.00033268193,0.00019062914],"domain_scores_gemma":[0.99888587,0.00025325772,0.00018358335,0.00059645023,0.000018045115,0.00006280288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038308912,0.00021134809,0.0003467327,0.00009485436,0.00023190059,0.000071594135,0.00047443775,0.00015884655,0.00029918514],"category_scores_gemma":[0.00015507799,0.0001266986,0.00044448575,0.00045979326,0.00021378418,0.000052077827,0.0007101936,0.00020495083,0.00001585389],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009762251,0.00018708732,0.90901613,0.0000036924434,0.00075471256,5.90884e-7,0.0012123125,0.05263165,0.000042393178,0.00005624781,0.0039035294,0.032094005],"study_design_scores_gemma":[0.000136988,0.000057484896,0.95962065,0.000013693184,0.00012958191,2.173593e-8,0.00014149393,0.038380176,0.00006768849,0.0012450126,0.00006473575,0.00014247617],"about_ca_topic_score_codex":0.012012395,"about_ca_topic_score_gemma":0.002943449,"teacher_disagreement_score":0.05060449,"about_ca_system_score_codex":0.00038779256,"about_ca_system_score_gemma":0.000017944949,"threshold_uncertainty_score":0.9945667},"labels":[],"label_agreement":null},{"id":"W4409158426","doi":"10.63315/jrcd.v20i1.2661","title":"The Development of Program Evaluation Tools for Women and Children at Rural Women’s Shelters","year":2025,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Program evaluation; Economic growth; Business; Political science; Economics; Public administration","score_opus":0.025232425511026762,"score_gpt":0.27606775061707045,"score_spread":0.25083532510604367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409158426","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":[0.99839747,0.00029890647,0.000019844834,0.00025335787,0.000060991617,0.00045390782,0.0000010810041,0.0000045766533,0.00050988205],"genre_scores_gemma":[0.9976151,0.00015608229,0.0015576916,0.00005890543,0.00000788369,0.0001371366,0.0000028404854,0.0000031918682,0.00046115625],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989289,0.00015239084,0.00040190533,0.00003904044,0.00026915653,0.0002085843],"domain_scores_gemma":[0.9994021,0.000209941,0.00019830992,0.00007360342,0.0000490415,0.00006700102],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020960704,0.000101915655,0.00018909275,0.000026516671,0.0013896408,0.000057815025,0.0001945995,0.000029690016,0.000021925114],"category_scores_gemma":[0.00008727181,0.0000651633,0.000027964523,0.00008239309,0.00020326958,0.000120388264,0.0003685733,0.00015509337,8.139083e-7],"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":[0.00010940274,0.00009824385,0.050208457,0.000016445303,0.00015187467,4.5938826e-8,0.060464833,0.0000034031386,0.00012563224,0.000016285414,0.0003271228,0.8884783],"study_design_scores_gemma":[0.0007593956,0.00016466326,0.94332045,0.00005058505,0.000011959642,0.000003271307,0.041144002,0.00000878906,0.0003908051,0.0009944922,0.01305631,0.00009529885],"about_ca_topic_score_codex":0.00001747914,"about_ca_topic_score_gemma":0.0002039743,"teacher_disagreement_score":0.89311194,"about_ca_system_score_codex":0.00083603273,"about_ca_system_score_gemma":0.000078639285,"threshold_uncertainty_score":0.9999104},"labels":[],"label_agreement":null},{"id":"W4409337003","doi":"10.5334/ijic.icic24182","title":"Integrated Model of Primary Care Delivery for Unattached Low-Income Seniors in Community Housing","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Primary care; Integrated care; Low income; Low income housing; Business; Gerontology; Medicine; Nursing; Economic growth; Family medicine; Health care; Sociology; Socioeconomics; Economics","score_opus":0.015144495226986871,"score_gpt":0.26507992645910305,"score_spread":0.24993543123211617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409337003","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":[0.99107933,0.0005893418,0.0026574563,0.000103087244,0.000431635,0.00015392186,0.00017964971,0.000012044618,0.004793536],"genre_scores_gemma":[0.997596,0.00011100264,0.0018742125,0.0002152224,0.000023698196,0.000005136888,0.000071265786,0.000012034304,0.00009138305],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9986091,0.00013398693,0.0006018862,0.0001143116,0.00038225707,0.00015840349],"domain_scores_gemma":[0.99863195,0.00015632225,0.0003001239,0.00011224417,0.00075614656,0.000043211112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028137997,0.00016383508,0.00035437892,0.00023877117,0.00010167574,0.000031255975,0.0006435306,0.000108894244,0.000030726897],"category_scores_gemma":[0.00019376318,0.00013648151,0.00020922803,0.0003040534,0.00019839284,0.00018977218,0.00017225051,0.00051620055,0.0000015214686],"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":[0.0022232323,0.00062602386,0.7152047,0.00039003356,0.000859631,0.000068979156,0.046865877,0.071094304,0.029957674,0.0007133254,0.002153264,0.1298429],"study_design_scores_gemma":[0.016961655,0.0012234554,0.26315853,0.009971092,0.0004939379,0.000035157056,0.5831549,0.033735186,0.07667826,0.0085494025,0.0042629605,0.0017754688],"about_ca_topic_score_codex":0.0028290087,"about_ca_topic_score_gemma":0.0029911879,"teacher_disagreement_score":0.53628904,"about_ca_system_score_codex":0.0032529542,"about_ca_system_score_gemma":0.00030453486,"threshold_uncertainty_score":0.8506362},"labels":[],"label_agreement":null},{"id":"W4409406388","doi":"10.25138/18.3.a1","title":"Should I Stay or Should I Go? An Analysis of the Selective Permeability of Busan","year":2025,"lang":"en","type":"article","venue":"Kritike An Online Journal of Philosophy","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ateneo de Manila University; Pusan National University; University of Oxford; Government of Canada","keywords":"Permeability (electromagnetism); Chemistry; Biochemistry","score_opus":0.06883607467190254,"score_gpt":0.33109023165767876,"score_spread":0.2622541569857762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409406388","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":[0.9917402,0.000144489,0.000052881445,0.0019672224,0.00009623345,0.000120619414,0.00014273993,0.0000068271793,0.0057287654],"genre_scores_gemma":[0.9987213,0.000089995934,0.00045303727,0.00043600044,0.00013516973,8.266435e-7,0.000005659044,0.000008948062,0.00014906256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981139,0.00025733074,0.00067687506,0.00020770969,0.00056694105,0.00017728424],"domain_scores_gemma":[0.9988525,0.00011071816,0.00045513926,0.0003288054,0.00015425071,0.00009859757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054441934,0.00016159381,0.000617028,0.0001478095,0.00016564124,0.000012372265,0.0005755831,0.000094211675,0.0004029017],"category_scores_gemma":[0.00020009307,0.00010160891,0.0004213772,0.0013803501,0.00062076043,0.00025716986,0.00016627426,0.0003238701,7.064668e-7],"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":[0.0005759563,0.0037736988,0.971678,0.000057339803,0.0019285298,0.000011451112,0.0041106436,0.0021767055,0.0048244223,0.0027563886,0.0011977655,0.006909052],"study_design_scores_gemma":[0.00049325556,0.00069205445,0.9752772,0.000051845305,0.0011077998,0.0000028585646,0.0012074457,0.00055959035,0.0012507847,0.018627787,0.0005820327,0.00014736048],"about_ca_topic_score_codex":0.00033704634,"about_ca_topic_score_gemma":0.0020376663,"teacher_disagreement_score":0.015871398,"about_ca_system_score_codex":0.00019676604,"about_ca_system_score_gemma":0.00006390067,"threshold_uncertainty_score":0.4411491},"labels":[],"label_agreement":null},{"id":"W4409583398","doi":"10.61091/jcmcc127a-013","title":"A study on the distribution of family socio-economic resources on children’s educational opportunities based on linear programming modeling","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); Mathematics education; Linear programming; Computer science; Sociology; Psychology; Mathematics; Algorithm; Mathematical analysis","score_opus":0.032055583947889085,"score_gpt":0.26758059909942444,"score_spread":0.23552501515153534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409583398","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":[0.99463165,0.000030855408,0.0003180701,0.0007671513,0.0023328685,0.00037290392,0.0000055231744,0.000010503744,0.0015304792],"genre_scores_gemma":[0.9993605,0.0000065797567,0.00010188386,0.000062663916,0.00044016092,0.0000045145034,0.0000022141999,0.0000118089665,0.00000965614],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982781,0.00015537249,0.00068526994,0.000167212,0.0005269842,0.00018706225],"domain_scores_gemma":[0.99824405,0.0009057106,0.0005541387,0.00016590327,0.000069765745,0.000060434937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257634,0.00020015553,0.00042195118,0.0000696847,0.00053962227,0.00008439561,0.00030144607,0.0000709023,0.0000068362865],"category_scores_gemma":[0.00028204662,0.00014618634,0.00014308702,0.00012729263,0.00015494082,0.00005124401,0.00013368818,0.00032512812,0.0000020115929],"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":[0.0004675426,0.0049594506,0.010332549,0.000052565545,0.00033922575,0.0000052639703,0.007941868,0.01938739,0.000017194301,0.9512803,0.0018807894,0.0033358722],"study_design_scores_gemma":[0.015243827,0.011147753,0.047664613,0.0023743764,0.00065107987,0.000008888197,0.03870263,0.15608971,0.00028594138,0.7254627,0.0010743726,0.0012941435],"about_ca_topic_score_codex":0.00004835037,"about_ca_topic_score_gemma":5.2171987e-7,"teacher_disagreement_score":0.22581762,"about_ca_system_score_codex":0.00025716837,"about_ca_system_score_gemma":0.00008051397,"threshold_uncertainty_score":0.5961306},"labels":[],"label_agreement":null},{"id":"W4409786111","doi":"10.61091/jcmcc127a-152","title":"A Decision Tree Analysis Approach to Traditional and Modern Design Elements in Rural Landscaping","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Landscaping; Decision tree; Environmental planning; Computer science; Architectural engineering; Engineering; Geography; Data mining; Ecology; Biology","score_opus":0.022571072493436258,"score_gpt":0.2474448998581752,"score_spread":0.22487382736473893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409786111","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":[0.89932656,0.00017917565,0.09498954,0.000069847934,0.0015226994,0.0002623426,0.0000011319333,0.000010064427,0.0036386147],"genre_scores_gemma":[0.9817342,0.000025396865,0.018049633,0.00003402828,0.0001380001,0.0000026271152,6.882483e-7,0.000008027497,0.000007368939],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998301,0.00008850254,0.00073112577,0.00017643294,0.00047237752,0.00023052978],"domain_scores_gemma":[0.998954,0.0005011639,0.0002862476,0.00009373954,0.00004634411,0.00011851096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013656355,0.00017559994,0.00058742997,0.00025683866,0.00022855862,0.000119735494,0.0002107962,0.00008011961,0.0000054193297],"category_scores_gemma":[0.00023479002,0.00015468946,0.00010942896,0.00074883364,0.0000673313,0.000119021075,0.00019462529,0.00020898395,8.0185515e-7],"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":[0.0010028239,0.0044640847,0.10336328,0.00021132236,0.001884055,0.000037838523,0.021020485,0.010167272,0.0009235625,0.76722866,0.0030781622,0.086618446],"study_design_scores_gemma":[0.0048899804,0.00037187265,0.038377956,0.00024180196,0.00035746186,0.000009444442,0.00091521046,0.08826719,0.0000532721,0.86612713,0.00007951643,0.00030918518],"about_ca_topic_score_codex":0.000026954802,"about_ca_topic_score_gemma":0.0000046420923,"teacher_disagreement_score":0.09889844,"about_ca_system_score_codex":0.00015729424,"about_ca_system_score_gemma":0.00002443832,"threshold_uncertainty_score":0.6308053},"labels":[],"label_agreement":null},{"id":"W4409793619","doi":"10.61091/jcmcc127a-153","title":"A Study on the Application of Housing Elements in Urban Cultural Heritage in Cultural Creation and Animation Scene Designs","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Mudanjiang Normal University","keywords":"Cultural heritage; Animation; Architectural engineering; Computer science; Computer graphics (images); Geography; Archaeology; Engineering","score_opus":0.024898300827565025,"score_gpt":0.28772846943110647,"score_spread":0.26283016860354147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409793619","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":[0.99772257,0.000057322683,0.0002130702,0.00008590606,0.00053932756,0.000456315,3.1050408e-7,0.0000047504445,0.0009204234],"genre_scores_gemma":[0.99952865,0.000016208885,0.0003545596,0.0000117770505,0.0000759873,0.000003953895,3.3161268e-7,0.0000055659752,0.0000029880953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859095,0.00014296852,0.00068687747,0.00012498524,0.00032013687,0.00013407454],"domain_scores_gemma":[0.99907124,0.00028066078,0.00048356687,0.000079805555,0.000056826506,0.000027872513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001227349,0.0001291777,0.0003399476,0.00007330663,0.00017005924,0.00008853352,0.00014019784,0.000051976167,0.0000014118041],"category_scores_gemma":[0.0002461617,0.00009214617,0.000037955946,0.0003489084,0.00009733551,0.00017479304,0.0001300862,0.00019266114,3.325213e-7],"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":[0.00026337485,0.002815443,0.5024257,0.00012762078,0.000109341396,0.000012795084,0.043326773,0.00015758286,0.0036425283,0.4412785,0.0002517242,0.0055886614],"study_design_scores_gemma":[0.014147491,0.002063628,0.5706458,0.001120849,0.00017389448,0.000007390819,0.057169244,0.01609298,0.0012521006,0.3365977,0.00016371203,0.00056520634],"about_ca_topic_score_codex":0.000111533795,"about_ca_topic_score_gemma":0.000022192236,"teacher_disagreement_score":0.10468077,"about_ca_system_score_codex":0.00017026387,"about_ca_system_score_gemma":0.000013335367,"threshold_uncertainty_score":0.37576118},"labels":[],"label_agreement":null},{"id":"W4411656214","doi":"10.51847/9skxdbglpw","title":"10.51847/9SKXdBGlpW","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sense (electronics); Psychology; Engineering","score_opus":0.005389535952892516,"score_gpt":0.16332559111358724,"score_spread":0.15793605516069473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411656214","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006937281,0.00002160409,1.6799838e-7,0.0002539777,0.0000015517804,0.0000804075,0.0000034610684,0.000060676128,0.99264085],"genre_scores_gemma":[0.0022918934,6.889126e-7,0.00005827872,0.00014843591,0.000051879113,0.000007065387,0.0000016260154,0.000008457859,0.9974317],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942696,0.000016201966,0.00007437597,0.0001465753,0.00014641238,0.00018945854],"domain_scores_gemma":[0.9997731,0.0000140353795,0.000009186194,0.000113333255,0.0000019192175,0.000088466964],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000624931,0.00007496412,0.000086289656,0.0000074371524,0.00012571532,0.000014443153,0.00012970608,0.000025715612,0.9981793],"category_scores_gemma":[0.00001038127,0.00006884596,0.00003451567,0.0001254391,0.00007544407,0.000048390357,0.00006229916,0.000037075195,0.9960837],"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":[0.0000121471785,0.000022591094,0.000017823031,4.888237e-7,0.0000046933205,0.0000023148868,0.00008529952,0.000036130907,0.000027838638,9.0390483e-7,0.19608067,0.8037091],"study_design_scores_gemma":[0.00006849906,0.000041097064,0.0031322623,0.0000015299685,0.0000040782556,6.323272e-7,0.0000020471493,0.000016823811,0.000007740082,0.000007975052,0.99661946,0.00009783776],"about_ca_topic_score_codex":0.00014493125,"about_ca_topic_score_gemma":0.0000013090795,"teacher_disagreement_score":0.8036113,"about_ca_system_score_codex":0.000060178474,"about_ca_system_score_gemma":0.0000018048447,"threshold_uncertainty_score":0.2807457},"labels":[],"label_agreement":null},{"id":"W4411656659","doi":"10.51847/ymewaf2z0r","title":"10.51847/YMEWAf2z0r","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stall (fluid mechanics); Environmental science; Mechanics; Physics","score_opus":0.005331970510036179,"score_gpt":0.16353226708428067,"score_spread":0.1582002965742445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411656659","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006481057,0.000025782168,2.1694474e-7,0.00024305048,0.0000015489074,0.00007955728,0.0000033519366,0.00006062832,0.9931048],"genre_scores_gemma":[0.0018735256,0.0000010134302,0.000049547052,0.00014986451,0.000052746822,0.000007036119,0.0000016253598,0.0000084862095,0.99785614],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994305,0.000015829633,0.00007339001,0.0001459345,0.00014545795,0.0001888998],"domain_scores_gemma":[0.99977404,0.000013687902,0.000009030446,0.00011314485,0.0000018277015,0.00008824537],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000059933176,0.00007482272,0.00008546711,0.0000071169384,0.00012444702,0.000014367228,0.0001294265,0.000026423675,0.99817604],"category_scores_gemma":[0.000007631443,0.000068749294,0.000034312267,0.00012472073,0.00007532815,0.000048109407,0.000045176886,0.00003748325,0.99585855],"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":[0.000011460511,0.000022318953,0.000013158453,4.9807403e-7,0.000004653567,0.0000023573984,0.0000892896,0.0000359392,0.000032082447,9.5217905e-7,0.17766525,0.82212204],"study_design_scores_gemma":[0.0000664282,0.00004003376,0.0021814501,0.0000016072578,0.0000041314906,6.303179e-7,0.0000016944776,0.000015158792,0.000010123409,0.000010700285,0.9975705,0.00009751033],"about_ca_topic_score_codex":0.00013388167,"about_ca_topic_score_gemma":0.0000012948693,"teacher_disagreement_score":0.8220245,"about_ca_system_score_codex":0.00005204627,"about_ca_system_score_gemma":0.0000015897882,"threshold_uncertainty_score":0.2803515},"labels":[],"label_agreement":null},{"id":"W4412574578","doi":"10.15678/pg.2024.68.2.04","title":"The Evaluation of the Use of Container Houses in Meeting Housing Needs Based on a Survey of Real Estate Agents","year":2024,"lang":"en","type":"article","venue":"Journal of Public Governance","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Container (type theory); Housing estate; Business; Real estate; Architectural engineering; Finance; Civil engineering; Engineering; Mechanical engineering","score_opus":0.14589373826221697,"score_gpt":0.3052045412184645,"score_spread":0.15931080295624755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412574578","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":[0.9974194,0.00016757571,0.000020011488,0.00051879213,0.00018451645,0.00009071341,0.000016991351,0.0000017655245,0.0015802358],"genre_scores_gemma":[0.99931073,0.0005463546,0.000034347442,0.000030590152,0.000015836651,9.398835e-7,1.9416498e-7,0.0000069327507,0.000054087566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790215,0.0004784072,0.00043080488,0.00006208976,0.001007173,0.00011934769],"domain_scores_gemma":[0.9985087,0.0005690501,0.0006799686,0.00010993692,0.00011091631,0.000021418817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038955726,0.00006534905,0.00016416702,0.000027749182,0.000058809757,0.00003210903,0.00020279124,0.000024139268,0.00001934661],"category_scores_gemma":[0.0020633694,0.00003643386,0.000081124635,0.000517658,0.00019637808,0.0001986605,0.000060797385,0.000118543045,4.4106685e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053379194,0.000081013735,0.9433208,0.000015071512,0.00003781484,0.0000018910424,0.0016514808,0.014339311,0.00058108993,0.0001096029,0.0025504846,0.037258066],"study_design_scores_gemma":[0.00027736402,0.000049061986,0.987208,0.00016311019,0.000018801598,4.5111634e-7,0.00019234342,0.010582465,0.00023383102,0.00003429724,0.00120539,0.00003487653],"about_ca_topic_score_codex":0.008357289,"about_ca_topic_score_gemma":0.0083123995,"teacher_disagreement_score":0.043887213,"about_ca_system_score_codex":0.00029630004,"about_ca_system_score_gemma":0.00011251459,"threshold_uncertainty_score":0.99824613},"labels":[],"label_agreement":null},{"id":"W4412636068","doi":"10.17975/sfj-2025-011","title":"A multivariate analysis using machine learning of the impact of education-based factors on employment income for youth","year":2025,"lang":"en","type":"article","venue":"STEM Fellowship Journal","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Olds College","funders":"","keywords":"Multivariate statistics; Multivariate analysis; Computer science; Mathematics education; Psychology; Demographic economics; Machine learning; Economics","score_opus":0.03483280162324449,"score_gpt":0.31384412873319845,"score_spread":0.27901132710995397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412636068","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":[0.9975629,0.00006048033,0.001440811,0.000029962317,0.0001278154,0.00015136703,0.000025669342,0.000003749652,0.00059725746],"genre_scores_gemma":[0.9994203,0.0000026642558,0.0001360352,0.000015377786,0.000015919733,0.0000015624795,0.0000020161326,0.0000058415617,0.00040026926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991188,0.00014343766,0.00028276298,0.0001032444,0.00020889755,0.00014282769],"domain_scores_gemma":[0.999357,0.00013876686,0.00032303424,0.00010904455,0.000028179005,0.000043970063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033415327,0.00010679597,0.00024558554,0.00010431613,0.00032747924,0.000017243712,0.00017703879,0.00003298047,0.00007216218],"category_scores_gemma":[0.000071086295,0.00006300463,0.00047677697,0.00054560904,0.000096333104,0.000033753982,0.00004954911,0.0001446427,4.887945e-7],"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":[0.000040397605,0.00009916917,0.94609565,0.0000056047265,0.00035087962,5.692671e-8,0.002858429,0.049447276,0.0006770228,0.000017427043,0.000011563999,0.00039653466],"study_design_scores_gemma":[0.00041570925,0.00011858609,0.98319525,0.00008526349,0.00043079065,1.3505613e-7,0.0030922722,0.01080929,0.0015973765,0.00015344865,0.00001379463,0.00008807977],"about_ca_topic_score_codex":0.0029669604,"about_ca_topic_score_gemma":0.00014271757,"teacher_disagreement_score":0.038637985,"about_ca_system_score_codex":0.0004144234,"about_ca_system_score_gemma":0.000092200185,"threshold_uncertainty_score":0.44851762},"labels":[],"label_agreement":null},{"id":"W4413358206","doi":"10.5334/ijic.nacic24051","title":"Critical success factors of a women's supportive care housing program","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Nursing; Critical success factor; Medicine; Psychology; Business; Process management","score_opus":0.008399460180012992,"score_gpt":0.3025680939488504,"score_spread":0.29416863376883745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413358206","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":[0.98909986,0.00031290558,0.0001659935,0.00018243762,0.00080214615,0.000079227735,0.00004672214,0.000014632527,0.009296077],"genre_scores_gemma":[0.9994588,0.000029188133,0.00029235738,0.00008986007,0.000045385663,0.0000045341953,0.000010484198,0.0000066602506,0.00006273291],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99877334,0.000048437534,0.00038622855,0.00011220215,0.00049066136,0.0001891245],"domain_scores_gemma":[0.998856,0.00008653027,0.00018353779,0.000056332683,0.000742192,0.00007541472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000954734,0.000117892785,0.0002320225,0.00010724926,0.000064085754,0.000052444524,0.0003927025,0.00006276377,0.00046846754],"category_scores_gemma":[0.00047262845,0.00008863022,0.00015074048,0.0002092891,0.0003052043,0.00018265807,0.000107182954,0.0002126185,0.0000036337926],"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":[0.00016714206,0.00018391272,0.9090452,0.00003504727,0.0003168569,0.00009343055,0.031131096,0.00007958017,0.0006596915,0.0008037555,0.0011209213,0.056363355],"study_design_scores_gemma":[0.0012392075,0.0008048722,0.37746888,0.0006545547,0.000114031965,0.000014382837,0.57794744,0.000033403212,0.020166866,0.001238934,0.019961737,0.0003557094],"about_ca_topic_score_codex":0.0006207882,"about_ca_topic_score_gemma":0.0002008479,"teacher_disagreement_score":0.5468163,"about_ca_system_score_codex":0.002294591,"about_ca_system_score_gemma":0.0001548821,"threshold_uncertainty_score":0.60002756},"labels":[],"label_agreement":null},{"id":"W4413725532","doi":"10.64628/aaj.j39muhq7w","title":"Key models that Kampala needs to consider to manage its urban sprawl","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; International Development Research Centre","funders":"","keywords":"Urban sprawl; Key (lock); Environmental planning; Business; Geography; Computer science; Urban planning; Computer security; Engineering; Civil engineering","score_opus":0.06251949430921823,"score_gpt":0.26764278018236276,"score_spread":0.20512328587314455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413725532","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19808656,0.00010996617,0.0033979905,0.003386545,0.00061898044,0.0011388764,0.00004375586,0.00020823962,0.7930091],"genre_scores_gemma":[0.90697026,0.00006687894,0.0031832901,0.006534243,0.00027796632,0.00009984875,0.0000063473913,0.00004703925,0.082814105],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977678,0.000059554586,0.00027105017,0.0007297127,0.0005942443,0.0005776217],"domain_scores_gemma":[0.9989189,0.000048488488,0.00007801068,0.0005152648,0.000021757558,0.00041761063],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023652149,0.0004214162,0.00047348547,0.0001015543,0.00024947323,0.00014189731,0.00064680213,0.0002461482,0.005104569],"category_scores_gemma":[0.00004786353,0.0003740873,0.00017192865,0.00026794296,0.00020002679,0.00011901539,0.00453575,0.0002615801,0.00841024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024605633,0.000076297954,0.012633488,0.000031751963,0.00012174692,0.000016513915,0.024029942,0.0025099113,0.00008022444,0.0034929598,0.95587945,0.0011031224],"study_design_scores_gemma":[0.0007325315,0.00030658554,0.09710146,0.00027991654,0.00024988566,0.0000053731874,0.006409369,0.0020081105,0.0023737275,0.04245476,0.8440579,0.0040203864],"about_ca_topic_score_codex":0.002088395,"about_ca_topic_score_gemma":0.0014736509,"teacher_disagreement_score":0.710195,"about_ca_system_score_codex":0.00037311044,"about_ca_system_score_gemma":0.000012380287,"threshold_uncertainty_score":0.99987113},"labels":[],"label_agreement":null},{"id":"W6903724569","doi":"10.13140/rg.2.2.34908.77440","title":"The Application of The Gross City Development index (GCD-Index) in Seoul, South Korea","year":2023,"lang":"en","type":"article","venue":"","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Quarter (Canadian coin); Urbanization; Gross domestic product; South asia","score_opus":0.015987948286684178,"score_gpt":0.22725858853192554,"score_spread":0.21127064024524136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903724569","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":[0.9723637,0.000009188419,0.0003708987,0.00056758855,0.000052036088,0.00024631293,0.0000014389041,0.000033319735,0.026355527],"genre_scores_gemma":[0.99716324,0.0000115706625,0.000020664142,0.00009322912,0.000011292557,0.00003825673,8.132492e-7,0.000004150779,0.0026567706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924004,0.00002819113,0.00015549848,0.00013268144,0.0002686294,0.00017495018],"domain_scores_gemma":[0.99971664,0.00004997574,0.000052648153,0.00015603649,0.0000043598266,0.000020337353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003399702,0.00006486335,0.00007243915,0.000008902493,0.0003230701,0.000011405595,0.00025288982,0.000034418114,0.00004363384],"category_scores_gemma":[0.000027160133,0.000034544522,0.000030004796,0.0004445519,0.00023572733,0.000026807324,0.0003352269,0.00007051323,0.00012906775],"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":[0.000003553049,0.000012529348,0.9838419,0.0000013382893,0.0000046172213,1.3051397e-7,0.0036663967,0.000086171385,0.000052016294,0.0004992297,0.0011275188,0.010704609],"study_design_scores_gemma":[0.000087045264,0.0000021732749,0.9871845,0.0000018523316,0.0000010002578,6.64509e-8,0.001444099,0.0003911695,0.00035156694,0.0010846837,0.009400716,0.000051090912],"about_ca_topic_score_codex":0.0010748284,"about_ca_topic_score_gemma":0.007409147,"teacher_disagreement_score":0.024799563,"about_ca_system_score_codex":0.00011368832,"about_ca_system_score_gemma":0.000011213369,"threshold_uncertainty_score":0.4134478},"labels":[],"label_agreement":null},{"id":"W6990150404","doi":"","title":"DÃ©veloppement de nouvelles techniques de compression de donnÃ©es sans perte","year":2009,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Compression (physics); Context (archaeology); Data compression","score_opus":0.00321417787291641,"score_gpt":0.1483284676398753,"score_spread":0.1451142897669589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990150404","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018804962,0.0021418398,0.00034817742,0.009177761,0.00013353654,0.00035153967,0.0002821958,0.000028947252,0.96873105],"genre_scores_gemma":[0.5548662,0.011690788,0.014225338,0.0075104795,0.00033231635,0.000030225325,0.000013347429,0.00012828803,0.41120303],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99700654,0.00017574399,0.00033351083,0.00039228585,0.0013605708,0.0007313748],"domain_scores_gemma":[0.9989248,0.00017028817,0.00023575293,0.00020776496,2.874963e-7,0.00046111952],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002982382,0.00041738356,0.00045801883,0.000022886892,0.00045582847,0.000035930992,0.00043350336,0.00011497419,0.0024819698],"category_scores_gemma":[0.000004887918,0.00040027892,0.000069391244,0.00007191304,0.00040148804,0.0001368946,0.00033502586,0.00026175386,4.0456023e-8],"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":[0.00048814222,0.00033745563,0.24429616,0.0006584298,0.00045478944,0.0004801221,0.0041622426,0.00019345313,0.07321074,0.07721928,0.22374995,0.37474924],"study_design_scores_gemma":[0.0002520329,0.00012457551,0.21883611,0.00064882624,0.000063591375,0.000008826259,0.0039589102,0.0005681311,0.055264756,0.0017851166,0.71791756,0.0005715379],"about_ca_topic_score_codex":0.035131253,"about_ca_topic_score_gemma":0.17782539,"teacher_disagreement_score":0.557528,"about_ca_system_score_codex":0.00016514215,"about_ca_system_score_gemma":0.0013393541,"threshold_uncertainty_score":0.9998449},"labels":[],"label_agreement":null},{"id":"W7041484723","doi":"","title":"Congrès 2019","year":2020,"lang":"fr","type":"other","venue":"OpenEdition (OpenEdition)","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Publics; French; Value (mathematics); Sociolinguistics","score_opus":0.018754929837680265,"score_gpt":0.23071301044399417,"score_spread":0.2119580806063139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7041484723","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016508346,0.0018050192,0.0006370366,0.079733014,0.0052353907,0.0013366495,0.0017387739,0.00019266506,0.9091564],"genre_scores_gemma":[0.016052619,0.0034456055,0.0014435865,0.064780325,0.004391882,0.0003126192,0.0020275451,0.00035610114,0.9071897],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955335,0.00034490082,0.0007921941,0.0013116735,0.0011363582,0.0008813617],"domain_scores_gemma":[0.9979331,0.00018670702,0.000596604,0.00055859395,0.0000719983,0.0006530041],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030906222,0.00089548156,0.0010028066,0.00010451397,0.00092809676,0.00042018027,0.00096560444,0.0006821062,0.5361467],"category_scores_gemma":[0.00023777784,0.0009488417,0.00042408035,0.00055710814,0.0013507433,0.005352047,0.00075731956,0.0006970451,0.22962578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042671636,0.00023663137,0.0005263315,0.00007469932,0.00020056633,0.000106570114,0.00031061898,0.00003734342,0.00022413136,0.11388653,0.86998147,0.014372434],"study_design_scores_gemma":[0.00093413866,0.00023861302,0.069076866,0.00024913196,0.00019354023,0.000015409396,0.00024834767,0.00004379376,0.00020888183,0.0016787114,0.9260719,0.0010406841],"about_ca_topic_score_codex":0.0013396577,"about_ca_topic_score_gemma":0.0071202433,"teacher_disagreement_score":0.30652094,"about_ca_system_score_codex":0.00080826494,"about_ca_system_score_gemma":0.00010671108,"threshold_uncertainty_score":0.9992962},"labels":[],"label_agreement":null},{"id":"W7096826419","doi":"","title":"CHEONGGYECHON RESTORATION AND URBAN DEVELOPMENT Young-Nam LEE, Executive Vice President","year":2015,"lang":"en","type":"article","venue":"","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Work (physics); Quarter (Canadian coin); Urban planning; Vice president; Deck; Road construction","score_opus":0.023624183599158195,"score_gpt":0.226150687392192,"score_spread":0.2025265037930338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096826419","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":[0.67910135,0.00019878095,0.00042676984,0.00031547894,0.00015410603,0.000239094,8.2295844e-7,0.00007140059,0.3194922],"genre_scores_gemma":[0.9779663,0.000022118273,0.0015456812,0.00015426666,0.000043309265,0.000017896738,0.0000033566212,0.0000068237164,0.020240223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992022,0.000031601983,0.00012849687,0.00020338755,0.00027665577,0.00015768695],"domain_scores_gemma":[0.9997331,0.000012987737,0.000039272723,0.00008059821,0.000012803605,0.00012121918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002012632,0.00009752565,0.00009362109,0.0000124389335,0.00017835794,0.00003405417,0.000072976334,0.000041632564,0.00010939984],"category_scores_gemma":[0.000039751198,0.000082226616,0.0000118915195,0.00008847127,0.00012643037,0.00018087085,0.00016769722,0.000049925642,0.00026168633],"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":[0.00004004279,0.00007918403,0.709387,0.0000050058775,0.000027359976,0.000006542568,0.036298666,0.000018498647,0.00055717817,0.0015181454,0.24837339,0.0036890013],"study_design_scores_gemma":[0.00038885121,0.00006348113,0.88296986,0.000006474554,0.000010577528,0.0000023649586,0.0029267583,0.00006222546,0.0017669771,0.0006843694,0.1108701,0.00024798702],"about_ca_topic_score_codex":0.0012207393,"about_ca_topic_score_gemma":0.0029811098,"teacher_disagreement_score":0.29925197,"about_ca_system_score_codex":0.00031062498,"about_ca_system_score_gemma":0.000018630179,"threshold_uncertainty_score":0.33635357},"labels":[],"label_agreement":null},{"id":"W7125821241","doi":"10.37407/kres.2025.43.4.169","title":"Analysis of Factors Contributing to Involuntary Settlement of Single-Person Households Living in the Living Quarter Other than Housing Unit : Focused on the 2022 Survey on Residential Conditions in Living Quarter Other than Housing Unit","year":2025,"lang":"","type":"article","venue":"Korea Real Estate Society","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Quarter (Canadian coin); Unit (ring theory); Renting; Settlement (finance); Welfare; Multinomial logistic regression; Payment; Public housing; Standard of living","score_opus":0.04149706852570068,"score_gpt":0.27036481344443725,"score_spread":0.22886774491873657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125821241","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":[0.9933969,0.000047803016,0.00016526897,0.00077505957,0.0002045417,0.0011145815,0.0014433133,0.000040981377,0.0028115762],"genre_scores_gemma":[0.9987422,0.00021134624,0.000026840478,0.00070541544,0.00006231151,0.000034006433,0.000044666907,0.00007463691,0.00009853366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9920093,0.003043307,0.0013708095,0.00095470867,0.0012416062,0.0013802844],"domain_scores_gemma":[0.99057543,0.007575775,0.0008165784,0.0008102214,0.000091259346,0.00013075674],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00663447,0.00073140865,0.0011905287,0.0004113688,0.0013867128,0.00024111071,0.0008503228,0.00031542502,0.00036187886],"category_scores_gemma":[0.0005394677,0.0005642584,0.00083279813,0.0045150914,0.0009100015,0.00028579077,0.00043691232,0.0008812186,0.0000058818396],"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":[0.000056387697,0.00063477753,0.79804885,0.000042196127,0.00092748186,0.000003709722,0.19460665,0.0035797358,0.000908741,0.000048178437,0.0005417661,0.0006015234],"study_design_scores_gemma":[0.0003411584,0.0002969391,0.82761663,0.001463585,0.0005016323,1.0780878e-7,0.16723612,0.0018465242,0.00022310289,0.000018537627,0.000023506926,0.0004321435],"about_ca_topic_score_codex":0.20564958,"about_ca_topic_score_gemma":0.35154572,"teacher_disagreement_score":0.14589615,"about_ca_system_score_codex":0.0011814022,"about_ca_system_score_gemma":0.0001242962,"threshold_uncertainty_score":0.99991333},"labels":[],"label_agreement":null},{"id":"W7145300003","doi":"","title":"A Study on the Intergeneration Project of a Neighborhood House in Canada : Case of the Intergeneration Project at the \"Frog Hollow Neighborhood House\"","year":2015,"lang":"ja","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Field (mathematics); Context (archaeology)","score_opus":0.05009932800277692,"score_gpt":0.26745174429342106,"score_spread":0.21735241629064414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7145300003","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":[0.9902485,0.00040884843,0.00005983629,0.0008671078,0.003153514,0.0025699493,0.0009405588,0.000028912425,0.0017227886],"genre_scores_gemma":[0.9986923,0.00005599603,0.000023709576,0.00017606912,0.0004663138,0.0002594377,0.000043123055,0.00003883447,0.00024426758],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.995464,0.0009547975,0.0010427597,0.0006405917,0.0014805888,0.0004172587],"domain_scores_gemma":[0.997712,0.0003100937,0.0006343743,0.0010722694,0.00017865612,0.00009256807],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010097593,0.00044921762,0.00045544942,0.00007524998,0.0012032925,0.000105261985,0.00072970305,0.000093819624,0.000027066026],"category_scores_gemma":[0.0011010512,0.00025113724,0.00016461055,0.0010499562,0.000964167,0.00045922594,0.0010719389,0.00045549608,0.0000109841885],"study_design_candidate":"observational","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":[0.0015877499,0.0037174565,0.7980314,0.00013458106,0.000989154,0.0016024689,0.09289515,0.0064916927,0.005562132,0.014895489,0.073234335,0.00085840095],"study_design_scores_gemma":[0.015840286,0.00669067,0.3491504,0.0027747506,0.0022936661,0.002698815,0.4479373,0.014597878,0.11655672,0.0005363712,0.036117528,0.0048056315],"about_ca_topic_score_codex":0.7479132,"about_ca_topic_score_gemma":0.95000696,"teacher_disagreement_score":0.448881,"about_ca_system_score_codex":0.003372423,"about_ca_system_score_gemma":0.00307563,"threshold_uncertainty_score":0.9999941},"labels":[],"label_agreement":null},{"id":"W7145819496","doi":"","title":"A study on Neibourhood Houses in Canada Ⅰ―Focuses on the interchangeability of users and volunteers―","year":2015,"lang":"ja","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Interchangeability; Neighbourhood (mathematics); Settlement (finance); Postal service; Work (physics)","score_opus":0.06053486420596915,"score_gpt":0.2563741601043689,"score_spread":0.19583929589839977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7145819496","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":[0.9925624,0.00035595367,0.0000044017547,0.0008636562,0.00140008,0.00064036733,0.0007926197,0.000013244748,0.0033672552],"genre_scores_gemma":[0.9993341,0.000061355444,0.000019918707,0.00024400554,0.00019564723,0.000041911862,0.000015657713,0.000012174138,0.000075229815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971798,0.00031250747,0.0004841016,0.0005371829,0.0011499545,0.0003364637],"domain_scores_gemma":[0.99855745,0.0005028356,0.00015647686,0.0005267706,0.00006358394,0.00019290963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063032674,0.0003018429,0.00037084494,0.00004958644,0.0004317115,0.000063637766,0.00037377872,0.00005373576,0.000034554785],"category_scores_gemma":[0.0014157436,0.00022277398,0.000049328573,0.00035099467,0.0011804682,0.00029936305,0.0005405089,0.00033809952,0.000017921393],"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":[0.00050107867,0.0010314818,0.97132117,0.0000330446,0.000131247,0.0002320878,0.014561259,0.00035131877,0.00010325864,0.0043930304,0.0070488728,0.00029214422],"study_design_scores_gemma":[0.0011828184,0.000855561,0.9211854,0.00033797644,0.00006886228,0.000013997777,0.068471745,0.000053504817,0.0010574097,0.000116088566,0.006248985,0.00040768628],"about_ca_topic_score_codex":0.9284011,"about_ca_topic_score_gemma":0.94556767,"teacher_disagreement_score":0.053910486,"about_ca_system_score_codex":0.002547493,"about_ca_system_score_gemma":0.0009357378,"threshold_uncertainty_score":0.9084459},"labels":[],"label_agreement":null},{"id":"W7164927636","doi":"10.1080/17153379.2010.12559029","title":"Sitings: Critical Approaches to Korean Geography.","year":2010,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"","score_opus":0.02895669989172347,"score_gpt":0.21952214125718938,"score_spread":0.1905654413654659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164927636","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051954642,0.000017287231,0.00020357553,0.0012369164,0.00028123628,0.00014143973,0.000009037143,0.00010951437,0.94604635],"genre_scores_gemma":[0.99624836,0.0000029840448,0.0027973882,0.00004135482,0.00015312641,0.00002557984,0.0000027202452,0.000015197936,0.000713309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887747,0.000024403907,0.00013024185,0.0003294753,0.00025723068,0.00038119432],"domain_scores_gemma":[0.9994521,0.000082939645,0.000020013578,0.00021309315,0.0000047666836,0.00022709672],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021240207,0.00013870961,0.00014025433,0.000029106684,0.0003024533,0.000046214318,0.00019179852,0.00007128101,0.0013644211],"category_scores_gemma":[0.00015325513,0.00012379327,0.00008895764,0.00022540397,0.00056602136,0.00008542901,0.0001737787,0.00020091033,0.0015132662],"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":[0.000067300905,0.0007369053,0.6864501,0.0000410617,0.00008926263,0.00005866939,0.038703945,0.000033969667,0.008842787,0.0967669,0.09216055,0.0760485],"study_design_scores_gemma":[0.00083369657,0.00043242055,0.40258372,0.000036285554,0.0001149843,0.000035670055,0.38665634,0.00044326196,0.004008092,0.029020105,0.17326172,0.002573713],"about_ca_topic_score_codex":0.000111764006,"about_ca_topic_score_gemma":0.00017703338,"teacher_disagreement_score":0.94533306,"about_ca_system_score_codex":0.00002680729,"about_ca_system_score_gemma":0.0000033039519,"threshold_uncertainty_score":0.9995485},"labels":[],"label_agreement":null},{"id":"W758343187","doi":"","title":"A Study on the Rural Youth Programs of Foreign Countries","year":2001,"lang":"en","type":"article","venue":"The Journal of Agricultural Extension","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Positive Youth Development; Economic growth; Political science; Rural area; Rural management; Agriculture; Rural development; Geography","score_opus":0.029007275863757245,"score_gpt":0.2262796884685406,"score_spread":0.19727241260478334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W758343187","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":[0.9955918,0.00011459465,0.0000018359829,0.0010144071,0.00006447645,0.00027247332,7.837114e-7,0.0000058734,0.0029337532],"genre_scores_gemma":[0.9993715,0.0001718522,0.0000068214013,0.00012217731,0.000093309325,0.0000010434057,4.590063e-7,0.0000033218282,0.00022951105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988637,0.0001434255,0.0002601867,0.00005242989,0.0005339925,0.00014629688],"domain_scores_gemma":[0.9994167,0.000093219176,0.00029002002,0.00010195396,0.00006311746,0.000034960394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005883903,0.00010509248,0.000176179,0.000007974284,0.00030116003,0.000018540084,0.00025578093,0.000022178418,0.000050565686],"category_scores_gemma":[0.00004630587,0.000032324304,0.000096131334,0.00018119717,0.0002278195,0.00009699853,0.00009119241,0.00015151889,0.00002488931],"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":[0.0023953416,0.0032107194,0.6031613,0.000011858874,0.00067216327,0.00010326823,0.29061663,0.0013042801,0.022163276,0.002124104,0.059639268,0.014597797],"study_design_scores_gemma":[0.00025697728,0.00089523965,0.8494998,0.000030015375,0.00007714089,0.000057005916,0.14852208,0.0000011629186,0.00019039783,0.00021738792,0.00019286425,0.00005990653],"about_ca_topic_score_codex":0.00017845536,"about_ca_topic_score_gemma":0.000058268157,"teacher_disagreement_score":0.24633853,"about_ca_system_score_codex":0.000056263783,"about_ca_system_score_gemma":0.0000030132405,"threshold_uncertainty_score":0.231631},"labels":[],"label_agreement":null},{"id":"W807447932","doi":"","title":"Analysis on the Actual Conditions and Characteristics of Rural Village Roads in Korea","year":2010,"lang":"en","type":"article","venue":"Journal of Korean Society of Rural Planning","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Quarter (Canadian coin); Geography; Rural area; Transport engineering; Socioeconomics; Environmental protection; Agricultural economics; Engineering; Archaeology; Political science","score_opus":0.011863314308643314,"score_gpt":0.2468450843182758,"score_spread":0.23498177000963247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W807447932","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":[0.9982545,0.000035394223,0.000017905382,0.0005662498,0.00006686003,0.000051904983,0.000031641215,0.0000030243732,0.0009725304],"genre_scores_gemma":[0.9994324,0.0001019159,0.0001860699,0.00014053861,0.000076234246,5.859432e-7,0.0000062316662,0.0000057775587,0.00005026508],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897,0.000040954776,0.00043206892,0.000055068078,0.00034017622,0.0001617501],"domain_scores_gemma":[0.9990168,0.00027352193,0.00051937497,0.00009657111,0.000028720777,0.00006498763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052654854,0.00011431387,0.00038635085,0.00004412033,0.00014630813,0.00001745261,0.00017842461,0.0000747742,0.00017946566],"category_scores_gemma":[0.000084503576,0.00007591112,0.00029386664,0.00028693228,0.0005684286,0.00012234949,0.000072604795,0.00037018085,0.0000015657251],"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":[0.000039411472,0.00007156591,0.9557963,0.000008225891,0.00032879485,0.0000037083296,0.018766636,0.000118997676,0.018991401,0.00015679296,0.004429801,0.0012883749],"study_design_scores_gemma":[0.0002700106,0.000106701395,0.9762064,0.00005086873,0.00013238765,0.0000077792265,0.022042532,0.00024131623,0.00050194556,0.00021327176,0.00013921503,0.00008757046],"about_ca_topic_score_codex":0.00015743104,"about_ca_topic_score_gemma":0.000036456728,"teacher_disagreement_score":0.020410113,"about_ca_system_score_codex":0.000041732153,"about_ca_system_score_gemma":0.000011110921,"threshold_uncertainty_score":0.30955657},"labels":[],"label_agreement":null},{"id":"W826883305","doi":"","title":"Values of Household Production in Korea Compared to U.S., Australia, Finland, and Canada: An Analysis from a Cross-National Comparative Perspective","year":2005,"lang":"en","type":"article","venue":"International journal of human ecology","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Production (economics); Agricultural economics; Goods and services; Gross domestic product; Economics; Product (mathematics); Geography; National accounts; Business; Economic growth; Economy; Market economy","score_opus":0.055974117400173995,"score_gpt":0.34663322011535114,"score_spread":0.29065910271517714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W826883305","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":[0.99836475,0.000017729984,0.000008983578,0.0008280901,0.00013427368,0.00005786482,0.000052581472,0.0000015491429,0.0005341851],"genre_scores_gemma":[0.9991693,0.0000047811886,0.00031725137,0.00011171453,0.0001888397,0.0000020043133,0.0000072140056,0.0000026485022,0.00019626983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896955,0.00006815156,0.00034173482,0.00014838061,0.00037850472,0.000093665905],"domain_scores_gemma":[0.99942994,0.00005931477,0.00023916982,0.00003961771,0.00017505404,0.000056924928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020345817,0.000075096206,0.00025559234,0.00014683472,0.000058073263,0.000016578479,0.00019131314,0.000028815919,0.00038134237],"category_scores_gemma":[0.00005920698,0.000070678834,0.000046269713,0.00010107494,0.00019051066,0.00018083284,0.000057992536,0.00009820483,0.0000031942566],"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":[0.00008246042,0.0001458791,0.96122766,2.4383317e-7,0.00030849376,0.000007711137,0.0055776616,0.030327547,0.00038064047,0.00020525846,0.0017003526,0.0000361056],"study_design_scores_gemma":[0.000380969,0.00008221457,0.99612707,0.0000036181927,0.00003531321,0.0000047344556,0.0013512574,0.00014178675,0.0003493221,0.0013120008,0.00014750964,0.00006421437],"about_ca_topic_score_codex":0.2700259,"about_ca_topic_score_gemma":0.9269125,"teacher_disagreement_score":0.6568866,"about_ca_system_score_codex":0.0011633943,"about_ca_system_score_gemma":0.00004776185,"threshold_uncertainty_score":0.734835},"labels":[],"label_agreement":null},{"id":"W890274676","doi":"","title":"Dwelling Characteristics of Geese Families based on the Analysis of Sleeping and Studying Patterns in Vancouver","year":2010,"lang":"en","type":"article","venue":"The Korean Journal of Community Living Science","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Bedroom; Residence; Developmental psychology; Psychology; Period (music); Sleep patterns; Demography; Geography; Social psychology; Sociology","score_opus":0.021001185557077657,"score_gpt":0.24474250032850636,"score_spread":0.2237413147714287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W890274676","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":[0.99876493,0.000008298705,0.00021523204,0.00012890437,0.000096077245,0.000053768243,0.0000031382156,0.000002046093,0.0007276075],"genre_scores_gemma":[0.9997118,0.000031261014,0.00012484117,0.000110912915,0.000012636793,4.564792e-7,7.13771e-8,0.000003591731,0.000004426557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850446,0.00037524686,0.0003815546,0.000060118175,0.00051466963,0.0001639498],"domain_scores_gemma":[0.9970535,0.0020370656,0.0004659398,0.0003483137,0.000053409847,0.00004176666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065327673,0.00008744513,0.00028130092,0.0001793587,0.00063810055,0.00002984728,0.00097082264,0.000024494067,0.000038871847],"category_scores_gemma":[0.0010619629,0.00005014206,0.00007920869,0.00096197805,0.0016747349,0.00015293392,0.00032617548,0.00078419293,2.77099e-7],"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":[0.000010593994,0.0001166381,0.9553987,0.0000065852687,0.000037845875,7.8610384e-7,0.032367174,0.0017196033,0.005654347,0.000064700966,0.000009186741,0.0046138875],"study_design_scores_gemma":[0.000060574894,0.00005932307,0.9843139,0.00009034405,0.0000722414,5.39882e-7,0.00949051,0.0053699072,0.00037525964,0.00010971992,0.0000052228165,0.000052450778],"about_ca_topic_score_codex":0.0011598739,"about_ca_topic_score_gemma":0.0039809914,"teacher_disagreement_score":0.028915253,"about_ca_system_score_codex":0.000043387154,"about_ca_system_score_gemma":0.000022448241,"threshold_uncertainty_score":0.61706305},"labels":[],"label_agreement":null}]}