{"meta":{"query_hash":"ad20c5e1a0bc","filters":{"venue":"International Journal of Social Science and Human Research"},"cohort_total":14,"direct_labels_cover":1,"predictions_cover":14,"exported":14,"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/ad20c5e1a0bc","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Social+Science+and+Human+Research"},"results":[{"id":"W3116206846","doi":"10.47191/ijsshr/v3-i12-10","title":"How to understand “Six Kes A Day” in the combination “Five Gengs A Night, Six Kes A Day”","year":2020,"lang":"en","type":"article","venue":"International Journal of Social Science and Human Research","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phrase; Vietnamese; Division (mathematics); Word (group theory); Quarter (Canadian coin); Linguistics; History; Computer science; Natural language processing; Arithmetic; Mathematics; Philosophy; Archaeology","score_opus":0.13594075208247336,"score_gpt":0.43635071547839527,"score_spread":0.3004099633959219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116206846","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":[0.5762015,0.00025235524,0.0000676248,0.36364865,0.0003972509,0.00035741596,0.0000075043813,0.000009910869,0.05905778],"genre_scores_gemma":[0.9977197,0.000046835434,0.000016682201,0.00075284677,0.00084375264,0.000004992271,4.5095837e-7,0.0000030711471,0.00061167666],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9958019,0.00046602733,0.00019979922,0.00018395635,0.0030540824,0.00029418324],"domain_scores_gemma":[0.9978071,0.00013519188,0.000114801485,0.000039302762,0.0017573349,0.00014625848],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0066666156,0.00007219693,0.00013757644,0.0002693711,0.0029571764,0.0008038878,0.0011215612,0.000044997483,0.000039326456],"category_scores_gemma":[0.001730464,0.000051304185,0.000054910855,0.00084929616,0.001921959,0.0007447693,0.00013870976,0.00040546988,0.0000048409497],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003394945,0.00006778897,0.0005809113,0.000003680984,0.00002033989,0.00004863415,0.71110064,7.5579163e-7,0.0011468428,0.27245304,0.012601276,0.0019421581],"study_design_scores_gemma":[0.00055183785,0.00035582803,0.012802339,0.00004551113,0.0000076091164,0.0000048560523,0.8049242,0.0000081571125,0.00003344887,0.01813883,0.1630016,0.00012579604],"about_ca_topic_score_codex":0.00013244429,"about_ca_topic_score_gemma":0.0016540005,"teacher_disagreement_score":0.42151818,"about_ca_system_score_codex":0.00043914758,"about_ca_system_score_gemma":0.00042332805,"threshold_uncertainty_score":0.99834085},"labels":[],"label_agreement":null},{"id":"W3147711452","doi":"10.47191/ijsshr/v4-i3-38","title":"A Means to Culmination Poetry to Education","year":2021,"lang":"en","type":"article","venue":"International Journal of Social Science and Human Research","topic":"Literacy, Media, and Education","field":"Arts and Humanities","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":"Poetry; Pleasure; Postmodernism; Feeling; Sociology; Aesthetics; Literature; Psychology; Social psychology; Philosophy; Art","score_opus":0.09835543971377118,"score_gpt":0.4677592395871404,"score_spread":0.3694037998733692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3147711452","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":[0.9368802,0.000038000588,0.000019118927,0.01358122,0.0019825061,0.00006983722,0.0000042478046,0.000003730287,0.04742117],"genre_scores_gemma":[0.98960173,0.0000075161156,0.000107517706,0.0010275949,0.0042574867,0.0000061216842,0.000003713963,0.00000415836,0.0049841334],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99784046,0.000057022124,0.00021390182,0.00013653068,0.0015706269,0.00018144395],"domain_scores_gemma":[0.99216074,0.000053348293,0.00006349863,0.000050739305,0.0074987547,0.00017290212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017596376,0.000046675206,0.00007388447,0.0006642661,0.0007433786,0.00092025206,0.00037742662,0.000017954208,0.000545788],"category_scores_gemma":[0.00063354545,0.000042082353,0.000029905084,0.0002409255,0.00030168914,0.00067497516,0.000092020375,0.0001660136,0.00004186853],"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":[0.000019676152,0.00022812438,0.0005347531,0.000008147503,0.0000143225825,0.0000058228175,0.59859365,4.362888e-7,0.00265859,0.30749545,0.04154122,0.048899826],"study_design_scores_gemma":[0.0002549402,0.00023263847,0.03435925,0.0001393802,0.000008467116,0.000025665637,0.30099252,0.000005194507,0.0020347747,0.022802176,0.6389897,0.00015529715],"about_ca_topic_score_codex":0.00012448874,"about_ca_topic_score_gemma":0.00015799198,"teacher_disagreement_score":0.59744847,"about_ca_system_score_codex":0.00031170045,"about_ca_system_score_gemma":0.0012119941,"threshold_uncertainty_score":0.88740116},"labels":[],"label_agreement":null},{"id":"W3196812253","doi":"10.47191/ijsshr/v4-i9-08","title":"Prevalence and Psychosocial Determinants of Body Mass Index in Adult Population within a National Community Sample","year":2021,"lang":"en","type":"article","venue":"International Journal of Social Science and Human Research","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overweight; Body mass index; Psychosocial; Obesity; Affect (linguistics); Population; Demography; Alexithymia; Gerontology; Medicine; Distress; Psychology; Clinical psychology; Environmental health; Psychiatry","score_opus":0.11252851835350682,"score_gpt":0.5026905275817124,"score_spread":0.3901620092282056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196812253","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":[0.9932666,0.000021819,0.000018145705,0.0003189981,0.0003359166,0.000053059306,0.000013245341,0.0000024192152,0.0059698415],"genre_scores_gemma":[0.9995037,0.000022423485,0.00006851308,0.00007025973,0.00025022266,0.0000030440308,0.0000017783269,0.0000031839552,0.000076911565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973696,0.00049696764,0.0004025411,0.00015029723,0.0014078935,0.0001726874],"domain_scores_gemma":[0.9971352,0.0003212948,0.00023550652,0.0000551443,0.0021879622,0.000064880354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046571526,0.000056476576,0.00013276107,0.00037626244,0.00039777212,0.00009264588,0.0003342792,0.00008146569,0.00013596652],"category_scores_gemma":[0.0012804508,0.00005257339,0.000029586909,0.0003638344,0.0006860726,0.0002726406,0.00008023382,0.0005909981,0.0000012251659],"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":[0.00013766177,0.00020103324,0.94803107,0.000013508352,0.000016768,0.000016522901,0.0048676687,0.0000013583633,0.0029153042,0.03913174,0.00009325346,0.0045741014],"study_design_scores_gemma":[0.00058673444,0.00011365793,0.94755036,0.000058584385,0.0000021004407,0.00002878471,0.0019000464,0.00003269348,0.000097515745,0.049553778,0.000029395533,0.00004633388],"about_ca_topic_score_codex":0.001233271,"about_ca_topic_score_gemma":0.00033561047,"teacher_disagreement_score":0.010422039,"about_ca_system_score_codex":0.00015476576,"about_ca_system_score_gemma":0.00013831133,"threshold_uncertainty_score":0.30593818},"labels":[],"label_agreement":null},{"id":"W3212765907","doi":"10.47191/ijsshr/v4-i11-09","title":"Legal Aspects of Actions of the Traffic Police as a Chain Breaker for Covid-19 Transmission","year":2021,"lang":"en","type":"article","venue":"International Journal of Social Science and Human Research","topic":"Legal and Policy Analysis in Indonesia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Duty; Business; Legal research; Action (physics); Normative; Law; Circuit breaker; Political science; Legal action; Public relations; Computer security; Criminology; Sociology; Engineering; Computer science","score_opus":0.1302452873185994,"score_gpt":0.5162216066290656,"score_spread":0.38597631931046616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212765907","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":[0.9074038,0.000050034672,0.000049418377,0.03465932,0.0002169326,0.00011740398,0.000014848229,0.0000027617148,0.05748547],"genre_scores_gemma":[0.9978406,0.000048473335,0.000026145197,0.00023981101,0.0005700157,0.0000023343346,4.128705e-7,0.0000025287795,0.0012696971],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969494,0.00024794415,0.000299931,0.000110449066,0.002181995,0.00021031527],"domain_scores_gemma":[0.99653506,0.00032017738,0.00020668271,0.000055072025,0.002724138,0.0001588645],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0042624655,0.000044166638,0.00013260913,0.0002850458,0.001514594,0.00013934751,0.00075133704,0.000053048727,0.00015863232],"category_scores_gemma":[0.0009921464,0.000032015676,0.00015606091,0.0008396113,0.0021632651,0.00031183907,0.00006671675,0.0002248354,5.08842e-7],"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":[0.0000640575,0.00016246384,0.00033497234,0.000016501346,0.00005957952,0.000005587922,0.05214463,0.000021298723,0.025387589,0.9146342,0.0011595836,0.006009497],"study_design_scores_gemma":[0.0020928816,0.00039847364,0.027655756,0.00018221445,0.00008958882,0.00009669359,0.07086691,0.00008493912,0.021926524,0.081340745,0.7950128,0.00025248318],"about_ca_topic_score_codex":0.0060722046,"about_ca_topic_score_gemma":0.0021946167,"teacher_disagreement_score":0.8332935,"about_ca_system_score_codex":0.00024563502,"about_ca_system_score_gemma":0.0042348974,"threshold_uncertainty_score":0.9997853},"labels":[],"label_agreement":null},{"id":"W4210560347","doi":"10.47191/ijsshr/v5-i1-45","title":"Ideological and artistic interpretation of “Makhbub ul-Kulub”","year":2022,"lang":"en","type":"article","venue":"International Journal of Social Science and Human Research","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Interpretation (philosophy); Poetry; Work (physics); Ideology; Aesthetics; Literature; Epistemology; Philosophy; Art; Linguistics; Political science; Law; Politics; Engineering","score_opus":0.08867209942648303,"score_gpt":0.4675664443589128,"score_spread":0.3788943449324298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210560347","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":[0.9375766,0.00023994638,0.000041574243,0.004691976,0.00047543837,0.0000766215,0.000005029996,0.0000033960584,0.056889415],"genre_scores_gemma":[0.9989786,0.00006064309,0.000031806347,0.00007339629,0.00027401815,0.0000028140314,2.3701233e-7,0.0000016952957,0.0005767454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99722904,0.00020610442,0.00021254065,0.00010121859,0.0020779166,0.0001732017],"domain_scores_gemma":[0.9983506,0.00016771862,0.00014626775,0.000024069079,0.0012584474,0.000052855215],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0055658077,0.000032863318,0.00010219543,0.00033009116,0.0021105355,0.000078456986,0.00046198344,0.000018946423,0.00026189964],"category_scores_gemma":[0.00060365314,0.00003028233,0.000030076686,0.00025933972,0.0032563254,0.0001933226,0.00029969137,0.0002674659,7.327431e-7],"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":[0.00009085186,0.000086094195,0.0037430406,0.0000044190697,0.00002635884,0.000027623402,0.068556964,0.0000024226506,0.0028187518,0.89870036,0.0026659772,0.023277128],"study_design_scores_gemma":[0.0017414992,0.0017745884,0.32215786,0.00007379886,0.000033436885,0.00008627521,0.22322454,0.00021401147,0.00010310723,0.17513539,0.2751136,0.00034189472],"about_ca_topic_score_codex":0.0004866329,"about_ca_topic_score_gemma":0.0001709593,"teacher_disagreement_score":0.723565,"about_ca_system_score_codex":0.00036737943,"about_ca_system_score_gemma":0.0003481192,"threshold_uncertainty_score":0.9994562},"labels":[],"label_agreement":null},{"id":"W4288423783","doi":"10.47191/ijsshr/v5-i7-65","title":"Neighborhood Disorder and Health-Related Work Absences: Perceived Control and Neighborhood Trust as Explanatory Mechanisms","year":2022,"lang":"en","type":"article","venue":"International Journal of Social Science and Human Research","topic":"Occupational Health and Safety Research","field":"Health Professions","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":"Socioeconomic status; Work (physics); Perception; Control (management); Multinomial logistic regression; Association (psychology); Psychology; Environmental health; Social psychology; Demographic economics; Medicine; Population; Economics","score_opus":0.09612050058385392,"score_gpt":0.49856442541794643,"score_spread":0.4024439248340925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288423783","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":[0.94234955,0.0008537911,0.00004622953,0.04356366,0.00070643576,0.0007951773,0.000046223642,0.0000136344515,0.011625315],"genre_scores_gemma":[0.9975901,0.00027056594,0.000023688457,0.0012660216,0.00029896514,0.000057528814,0.000005088256,0.000010889675,0.00047713052],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9938622,0.0011368844,0.0007002619,0.00029701614,0.0033232388,0.00068035955],"domain_scores_gemma":[0.9964927,0.00086239906,0.000338593,0.00007736307,0.0017369904,0.0004919712],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015101,0.000107928,0.00027396248,0.0007156171,0.006907274,0.0001097013,0.00060628395,0.00007728039,0.0010506103],"category_scores_gemma":[0.000600149,0.00009358493,0.000039116345,0.00059647864,0.00090953824,0.000396255,0.00045544023,0.0016944065,0.0000104642195],"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":[0.0014442313,0.00029472186,0.29423946,0.000090639805,0.00010731042,0.00007610301,0.024652435,0.000003460199,0.0006614103,0.6418773,0.0029360433,0.033616852],"study_design_scores_gemma":[0.0029587345,0.0009479851,0.9081354,0.000080167825,0.000004969294,0.000043497814,0.023051549,0.00011488581,8.832858e-7,0.060724765,0.0038123832,0.00012477477],"about_ca_topic_score_codex":0.0006515712,"about_ca_topic_score_gemma":0.00005750154,"teacher_disagreement_score":0.61389595,"about_ca_system_score_codex":0.00063035195,"about_ca_system_score_gemma":0.0025103372,"threshold_uncertainty_score":0.99986255},"labels":[],"label_agreement":null},{"id":"W4309585829","doi":"10.47191/ijsshr/v5-i11-33","title":"Law Enforcement of Habib Rizieq Shihab in the Criminal Justice System between Certainty of Law and Justice","year":2022,"lang":"en","type":"article","venue":"International Journal of Social Science and Human Research","topic":"Legal Studies and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Law; Economic Justice; Criminal justice; Legal certainty; Law enforcement; Political science; Deed; Criminal law; Enforcement; Normative; Sociology","score_opus":0.16544181714500156,"score_gpt":0.485204953635936,"score_spread":0.31976313649093446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309585829","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":[0.76344824,0.000116619536,0.000002537607,0.0036464774,0.00024564992,0.00013046805,0.000024283501,0.0000017438056,0.23238395],"genre_scores_gemma":[0.9991376,0.000039709295,0.000009557986,0.00021528141,0.0005437317,0.0000040795217,4.2348424e-7,0.0000019425697,0.00004770285],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99589163,0.00039956314,0.0003359686,0.000094477226,0.0030315267,0.0002468188],"domain_scores_gemma":[0.9981398,0.00047879998,0.00020846454,0.000041743664,0.0010721877,0.000058990277],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.010038591,0.000047978785,0.00015241829,0.00019712551,0.0025708461,0.00014442664,0.00089265924,0.000027643084,0.00004799459],"category_scores_gemma":[0.0002004716,0.000036014917,0.000039424584,0.00035438765,0.00320414,0.00021079816,0.0003449625,0.00040860922,2.3351191e-7],"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":[0.000028655559,0.000030795254,0.0005216416,0.000045834928,0.000015326123,0.0000064843566,0.098638155,0.00000454763,0.00013873902,0.90008795,0.00019211038,0.0002897368],"study_design_scores_gemma":[0.0008900366,0.000660698,0.02149555,0.00010114279,0.00017082327,0.000014047772,0.85746086,0.0000203832,0.00015504686,0.011006597,0.10788854,0.000136254],"about_ca_topic_score_codex":0.034910873,"about_ca_topic_score_gemma":0.0020250343,"teacher_disagreement_score":0.88908136,"about_ca_system_score_codex":0.00032372127,"about_ca_system_score_gemma":0.0002656654,"threshold_uncertainty_score":0.99950856},"labels":[],"label_agreement":null},{"id":"W4389273664","doi":"10.47191/ijsshr/v6-i11-79","title":"Participatory Supervision in the 2024 Simultaneous General Election Stages in River area Communities in Barito Kuala Regency, Indonesia","year":2023,"lang":"en","type":"article","venue":"International Journal of Social Science and Human Research","topic":"Indonesian Election Politics and Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Respondent; Quarter (Canadian coin); Voting; Citizen journalism; General election; Descriptive statistics; Business; Geography; Political science; Statistics; Politics; Mathematics; Law","score_opus":0.17860335360397764,"score_gpt":0.4859226181770634,"score_spread":0.3073192645730858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389273664","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":[0.99387646,0.00002569553,0.0000019432182,0.0026909516,0.00022202214,0.00011587698,0.000001844003,0.0000039899733,0.0030611954],"genre_scores_gemma":[0.99920624,0.00014712532,0.0000029299244,0.000081391365,0.00031669516,0.000011555393,0.00000171234,0.0000033794336,0.00022895866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964938,0.00082745345,0.0003341687,0.00010034255,0.0018177109,0.0004264939],"domain_scores_gemma":[0.99852055,0.00046193885,0.00007270718,0.000049462356,0.0008379353,0.00005742301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011589463,0.000053487674,0.000099412275,0.0012368859,0.0008720707,0.00026611553,0.00055251824,0.00006323358,0.000053394586],"category_scores_gemma":[0.000390873,0.000044872042,0.000025523506,0.0015548265,0.001124257,0.0004604744,0.000068233916,0.0005150561,0.0000041962644],"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":[0.00008062126,0.00023570571,0.47074726,0.0000079590645,0.000008885632,0.00019511183,0.35995468,0.00034723774,0.0012815676,0.16030586,0.00080424396,0.0060308645],"study_design_scores_gemma":[0.0005222006,0.0001350743,0.8999487,0.00006124442,0.0000021983135,0.0000056878366,0.077778935,0.0015253336,0.00011141396,0.016980698,0.002830767,0.00009773313],"about_ca_topic_score_codex":0.012288049,"about_ca_topic_score_gemma":0.024503298,"teacher_disagreement_score":0.42920145,"about_ca_system_score_codex":0.0005021895,"about_ca_system_score_gemma":0.0005066179,"threshold_uncertainty_score":0.9942892},"labels":[],"label_agreement":null},{"id":"W4390544342","doi":"10.47191/ijsshr/v7-i01-06","title":"Human Capital Investment and Labour Force Participation in Nigeria","year":2024,"lang":"en","type":"article","venue":"International Journal of Social Science and Human Research","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","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":"Fanshawe College","funders":"","keywords":"Human capital; Government (linguistics); Investment (military); Proxy (statistics); Capital expenditure; Economics; Descriptive statistics; Human resources; Business; Labour economics; Economic growth; Demographic economics; Political science; Finance; Politics; Statistics","score_opus":0.10602474871345488,"score_gpt":0.40547817756473775,"score_spread":0.2994534288512829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390544342","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":[0.97206706,0.00025541533,0.000003945185,0.0020310504,0.00018323936,0.00004261363,0.000010231476,0.00000256165,0.025403881],"genre_scores_gemma":[0.9990428,0.000019396744,0.000009823734,0.00014386476,0.00038738764,0.0000033405029,6.166167e-7,0.0000039352276,0.00038883358],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99912465,0.000016305336,0.00034639068,0.00015242903,0.00016437437,0.00019583596],"domain_scores_gemma":[0.9996563,0.00003005322,0.00007709875,0.000030174828,0.00013059747,0.000075750526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028685248,0.000044338158,0.00011204618,0.00068096624,0.00023459067,0.0004336356,0.00023284016,0.00003341855,0.000070090326],"category_scores_gemma":[0.00010705574,0.00004508601,0.000024505594,0.00018928573,0.00047274432,0.0006131116,0.00009595536,0.00021018455,0.000015956184],"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":[0.000004212809,0.000026704407,0.01659094,0.000008546933,0.000011644498,0.000011217956,0.004865536,6.4069224e-7,0.0006824417,0.9771279,0.00025806608,0.0004121534],"study_design_scores_gemma":[0.00020601283,0.000079340345,0.37633997,0.000021350097,5.219226e-7,0.000005573578,0.0004883783,0.00007583035,0.00006616378,0.6202033,0.002461383,0.000052176547],"about_ca_topic_score_codex":0.00016178357,"about_ca_topic_score_gemma":0.000081629165,"teacher_disagreement_score":0.35974902,"about_ca_system_score_codex":0.00025829425,"about_ca_system_score_gemma":0.000058500536,"threshold_uncertainty_score":0.41815582},"labels":[],"label_agreement":null},{"id":"W4392575482","doi":"10.47191/ijsshr/v7-i03-16","title":"Turkish-Russian Cooperation in Procurement S-400 TRIUMF Missile System 2019","year":2024,"lang":"en","type":"article","venue":"International Journal of Social Science and Human Research","topic":"Economic Sanctions and International Relations","field":"Economics, Econometrics and Finance","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":"Universitas Nasional; TRIUMF","keywords":"Missile defense; Turkish; Geopolitics; Political science; Procurement; Ballistic missile; Balance (ability); Nuclear weapon; Alliance; Politics; International trade; Arms control; International relations; Missile; Law; Business; Engineering; Marketing","score_opus":0.1058404526306946,"score_gpt":0.3988153458253528,"score_spread":0.2929748931946582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392575482","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":[0.68298537,0.0016894137,0.00037658395,0.007233296,0.0019429103,0.00021359223,0.000053013722,0.00001527385,0.30549052],"genre_scores_gemma":[0.9971381,0.00007862594,0.000047789003,0.000034849025,0.0005748617,0.000007772906,0.0000030663691,0.000005855107,0.0021090952],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987339,0.000020202076,0.0005591718,0.00019919992,0.00031335952,0.00017421116],"domain_scores_gemma":[0.99919987,0.000051735242,0.00012885334,0.00004641143,0.0005084441,0.00006469774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036188166,0.000056572662,0.00013045015,0.0013104059,0.00029910257,0.0006559654,0.00038200276,0.00004722799,0.0003650109],"category_scores_gemma":[0.00013496244,0.000055819313,0.000050442606,0.00042909075,0.0002475162,0.0008636741,0.00006309447,0.00027650167,0.00011021455],"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":[0.000008835168,0.000042143452,0.0020904997,0.000008802164,0.000025609601,0.000012227996,0.0010064249,0.000014756273,0.0004702047,0.99285287,0.0024337932,0.0010338514],"study_design_scores_gemma":[0.002088875,0.00049051805,0.19448346,0.0006513423,0.000010253446,0.00017221966,0.0036024123,0.01294986,0.0008745095,0.094069995,0.6901067,0.0004998985],"about_ca_topic_score_codex":0.00019592547,"about_ca_topic_score_gemma":0.000029228691,"teacher_disagreement_score":0.89878285,"about_ca_system_score_codex":0.001013601,"about_ca_system_score_gemma":0.00024353003,"threshold_uncertainty_score":0.6325489},"labels":[],"label_agreement":null},{"id":"W4401133190","doi":"10.47191/ijsshr/v7-i07-119","title":"The Impact of Gold Mining Activities on the Environment and Community in Nagari Tambang, IV Jurai District, South Pesisir District","year":2024,"lang":"en","type":"article","venue":"International Journal of Social Science and Human Research","topic":"Mining and Resource Management","field":"Engineering","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":"Impact","funders":"","keywords":"Gold mining; Coal mining; Environmental science; Population; Water quality; Vegetation (pathology); Mining engineering; Pollution; Environmental protection; Environmental engineering; Coal; Geology; Waste management; Ecology; Environmental health; Engineering","score_opus":0.05833305475824469,"score_gpt":0.3583102443289865,"score_spread":0.2999771895707418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401133190","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":[0.9923013,0.00016341159,0.0000070494075,0.00038732385,0.00005173003,0.00004195122,0.000006221192,0.0000032328724,0.007037795],"genre_scores_gemma":[0.9996328,0.00010532701,0.0000025275833,0.0000032944624,0.000082408325,0.0000021509043,2.946187e-7,0.0000037008729,0.00016749118],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987112,0.00011890991,0.0001502799,0.00005407031,0.000816507,0.00014900579],"domain_scores_gemma":[0.9993235,0.000499738,0.000035407254,0.000053193053,0.000054376345,0.00003377992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033206483,0.00005137472,0.00006847165,0.00022896423,0.0004974475,0.00032528606,0.00042591707,0.000017104954,0.000011425497],"category_scores_gemma":[0.00009908523,0.000027408212,0.000038573016,0.00018379651,0.000681903,0.00008754137,0.00014867767,0.0005131663,5.6272773e-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":[0.00027815928,0.0006225202,0.031187227,0.00023167078,0.0012964598,0.00021666936,0.40711275,0.006217607,0.031202022,0.11897291,0.017375767,0.38528624],"study_design_scores_gemma":[0.00057830557,0.0007894277,0.8877426,0.0004896104,0.000018594941,0.000018996945,0.08932305,0.010264019,0.0006250415,0.001810279,0.008110968,0.00022913222],"about_ca_topic_score_codex":0.00008436267,"about_ca_topic_score_gemma":0.0000075836097,"teacher_disagreement_score":0.85655534,"about_ca_system_score_codex":0.00023814151,"about_ca_system_score_gemma":0.000038867045,"threshold_uncertainty_score":0.38260144},"labels":[],"label_agreement":null},{"id":"W4401401248","doi":"10.47191/ijsshr/v7-i08-13","title":"Education of Exemplarity in Building Inclusive Villages","year":2024,"lang":"en","type":"article","venue":"International Journal of Social Science and Human Research","topic":"Local Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Mindset; Government (linguistics); Empowerment; Agency (philosophy); Documentation; Citizen journalism; Deliberation; Village communities; Economic growth; Political science; Sociology; Public relations; Social science; Politics","score_opus":0.05828105655020812,"score_gpt":0.5242286283578866,"score_spread":0.46594757180767854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401401248","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":[0.94076264,0.0003162876,0.000016173464,0.004195917,0.0005482529,0.00006245981,0.0000014908071,0.0000030330489,0.054093745],"genre_scores_gemma":[0.9988277,0.00020744701,0.000085416854,0.000049394377,0.0005200832,0.0000016155277,1.5617417e-7,0.0000019346692,0.0003062398],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9971186,0.00008553171,0.0002307081,0.00010509563,0.0022809717,0.00017910286],"domain_scores_gemma":[0.9980384,0.00012331844,0.000074163036,0.000022593546,0.0016758211,0.0000656721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062008766,0.00003357013,0.00008082296,0.0005834805,0.00046090243,0.00025955355,0.0005121375,0.000037108523,0.00006092786],"category_scores_gemma":[0.00055769924,0.000029434947,0.000027072367,0.0006735853,0.001099692,0.0006395578,0.00015649144,0.00023417085,0.0000019048971],"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":[0.000011386903,0.00006311004,0.0039369916,0.000008007913,0.000008819163,0.000018867233,0.03348595,4.0660336e-7,0.006654766,0.91601694,0.000902021,0.038892765],"study_design_scores_gemma":[0.00046364724,0.00017859778,0.37366232,0.0008736774,0.0000068380837,0.000017199694,0.058132336,0.000017162678,0.0049777986,0.27557027,0.28588203,0.00021809603],"about_ca_topic_score_codex":0.0020026446,"about_ca_topic_score_gemma":0.00034461197,"teacher_disagreement_score":0.6404466,"about_ca_system_score_codex":0.00069788116,"about_ca_system_score_gemma":0.002998447,"threshold_uncertainty_score":0.5319116},"labels":[],"label_agreement":null},{"id":"W4413380701","doi":"10.47191/ijsshr/v8-i8-31","title":"Protection of Persons with Disabilities in a Comparative Legal Context","year":2025,"lang":"en","type":"article","venue":"International Journal of Social Science and Human Research","topic":"Discrimination and Equality Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Psychology; Political science; History","score_opus":0.27596257064819374,"score_gpt":0.5426511782953951,"score_spread":0.26668860764720137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413380701","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":[0.82939816,0.000008066514,0.000021372882,0.0057377703,0.00007292765,0.0001004026,0.0000017073024,0.0000017073849,0.16465792],"genre_scores_gemma":[0.9986927,0.0000040410573,0.000011974371,0.00003569716,0.00007504052,0.000004228749,1.2468556e-7,8.1753035e-7,0.0011753789],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9979376,0.00019940174,0.00019066695,0.00008067794,0.0014497095,0.0001419392],"domain_scores_gemma":[0.9977111,0.000115819224,0.000082790924,0.000022787728,0.002027241,0.000040218118],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003921071,0.000031164655,0.000101186066,0.00047115202,0.0005628675,0.0001942858,0.00035170958,0.000023970151,0.000051464875],"category_scores_gemma":[0.0003907065,0.000025251327,0.00002287199,0.00052330986,0.0038249781,0.0005489487,0.000045952387,0.00019085493,5.7784075e-7],"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":[0.000075248776,0.00008952272,0.0039429115,0.0000051101056,0.000010863773,0.0000015669991,0.09449549,4.521463e-7,0.00045991855,0.89771116,0.00014939051,0.0030583865],"study_design_scores_gemma":[0.001219238,0.00038745694,0.14793286,0.00025064277,0.000006676376,0.0000024341439,0.7758123,0.000018499608,0.0010514326,0.04526557,0.027947143,0.000105720705],"about_ca_topic_score_codex":0.0043305615,"about_ca_topic_score_gemma":0.0075265747,"teacher_disagreement_score":0.85244554,"about_ca_system_score_codex":0.00032769126,"about_ca_system_score_gemma":0.00080121664,"threshold_uncertainty_score":0.99888605},"labels":[],"label_agreement":null},{"id":"W4413931068","doi":"10.47191/ijsshr/v8-i8-103","title":"Socioeducational Observation in Breathwork: Bibliometrics for Rochrematic","year":2025,"lang":"en","type":"article","venue":"International Journal of Social Science and Human Research","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bibliometrics; Computer science; Library science","score_opus":0.2511047470736848,"score_gpt":0.6324138290138817,"score_spread":0.38130908194019686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413931068","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":[0.9768354,0.0001319252,0.00012971347,0.006262229,0.0006456791,0.00017675608,0.0000037805705,0.0000019981621,0.01581248],"genre_scores_gemma":[0.99737173,0.000026023547,0.00016398758,0.00028656246,0.0002779892,0.000018117673,0.0000024502633,0.0000023145126,0.0018507923],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9980656,0.000059410566,0.00032544584,0.00013299492,0.0011690385,0.0002475201],"domain_scores_gemma":[0.9974949,0.0002799227,0.00011624277,0.00004309427,0.002008949,0.000056920893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005308268,0.00004149803,0.00009808705,0.0052909334,0.00041949068,0.00015577617,0.0005441962,0.00004521523,0.00008046705],"category_scores_gemma":[0.0004070355,0.000037202033,0.000033333883,0.0038111971,0.0004722258,0.00034975674,0.000062081686,0.00021387468,0.000004177775],"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":[0.00013614717,0.00046301133,0.080160275,0.000035244964,0.000030449919,0.000007980761,0.0076277307,0.000001163085,0.001881937,0.79554707,0.014791975,0.099317014],"study_design_scores_gemma":[0.0007643381,0.00013105012,0.93382263,0.00007665342,0.0000026927444,0.0000091088295,0.006030651,0.000017696235,0.00010615649,0.053879626,0.0051161554,0.000043238488],"about_ca_topic_score_codex":0.00011666391,"about_ca_topic_score_gemma":0.000024171557,"teacher_disagreement_score":0.8536624,"about_ca_system_score_codex":0.00048881513,"about_ca_system_score_gemma":0.00081134547,"threshold_uncertainty_score":0.4721045},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"}]}