{"meta":{"query_hash":"51446ce5a290","filters":{"venue":"Integrated Journal for Research in Arts and Humanities"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/51446ce5a290","api":"https://metacan.xera.ac/api/v1/cohort?venue=Integrated+Journal+for+Research+in+Arts+and+Humanities"},"results":[{"id":"W4310807050","doi":"10.55544/ijrah.2.6.33","title":"“Women in an Alien Land”- Nuances of Diasporic Identity and Survival in Bharati Mukherjee’s Desirable Daughters","year":2022,"lang":"en","type":"article","venue":"Integrated Journal for Research in Arts and Humanities","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","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":"Homeland; Identity (music); Alien; Diaspora; Gender studies; Premise; Immigration; Trilogy; Sociology; Aesthetics; Political science; Law; Literature; Art; Politics; Citizenship","score_opus":0.3721966456698278,"score_gpt":0.4568270350387544,"score_spread":0.08463038936892658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310807050","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":[0.9968379,0.00061815325,0.000007255984,0.00034556063,0.00018645551,0.00029669047,0.00004687189,0.0000055234286,0.0016555693],"genre_scores_gemma":[0.99817,0.0009130989,0.000028241333,0.000019040684,0.000056465353,0.00007820279,0.000013481335,0.00000767979,0.00071377907],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99751914,0.0007890857,0.00037135681,0.00016875849,0.0007188175,0.0004328322],"domain_scores_gemma":[0.9991212,0.00034400242,0.000085328626,0.000056802284,0.00029787642,0.0000947898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009016656,0.00007815648,0.00021066438,0.0008606768,0.00073854235,0.00037575726,0.00025767056,0.000035836907,0.0002303553],"category_scores_gemma":[0.00020362578,0.00007665468,0.000023516055,0.000513254,0.0004632456,0.0015082968,0.00004305499,0.00047003993,2.7937946e-7],"study_design_candidate":"qualitative","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":[0.00036049163,0.0004525281,0.3795609,0.00007700024,0.00002413151,0.000064535154,0.23826471,0.0003425669,0.00013275785,0.37815493,0.00028083922,0.002284626],"study_design_scores_gemma":[0.0013542225,0.00052263984,0.22548316,0.00010754773,0.0000038489743,0.0000053974563,0.4771301,0.00028786488,0.000028279936,0.28601265,0.008860217,0.0002040818],"about_ca_topic_score_codex":0.028010862,"about_ca_topic_score_gemma":0.47747517,"teacher_disagreement_score":0.4494643,"about_ca_system_score_codex":0.0004868642,"about_ca_system_score_gemma":0.00040792007,"threshold_uncertainty_score":0.9784617},"labels":[],"label_agreement":null},{"id":"W4361273608","doi":"10.55544/ijrah.3.2.11","title":"Urban Flooding in Vancouver, Canada","year":2023,"lang":"en","type":"article","venue":"Integrated Journal for Research in Arts and Humanities","topic":"Flood Risk Assessment and Management","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":"Flooding (psychology); Flood myth; Geography; Environmental planning; Coastal flood; Environmental resource management; Environmental science; Climate change; Archaeology; Sea level rise; Geology; Oceanography","score_opus":0.1608844683230905,"score_gpt":0.36721957957297147,"score_spread":0.20633511124988096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361273608","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":[0.9595531,0.00018190456,0.000015402784,0.0007784269,0.00108968,0.0004190405,0.000010790351,0.000019698198,0.037931938],"genre_scores_gemma":[0.9776111,0.00054687477,0.00007521635,0.000074775475,0.00007840561,0.000049186146,0.0000055551795,0.000012915453,0.021545973],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867964,0.00006825615,0.00020711898,0.00014629835,0.00041396735,0.00048472974],"domain_scores_gemma":[0.9996854,0.00013283087,0.000027225997,0.00006406209,0.000023402075,0.00006708522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014769516,0.000080074475,0.00010898699,0.00032127684,0.00037919794,0.00017548696,0.00016524833,0.000022592665,0.00032381585],"category_scores_gemma":[0.00004794109,0.00006476276,0.000018270437,0.00032589398,0.00012503481,0.0002329733,0.00012303707,0.0004003535,0.000010000037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039964183,0.00003872716,0.015955834,0.000026141048,0.000011161778,0.00025775348,0.0017964756,0.0005614833,0.00010539504,0.0050518527,0.9691001,0.007055085],"study_design_scores_gemma":[0.0007010613,0.00016013169,0.007169783,0.0001526575,0.0000024993517,0.000004517303,0.022556735,0.0042404463,0.00009150483,0.011191538,0.9535779,0.00015125098],"about_ca_topic_score_codex":0.31026724,"about_ca_topic_score_gemma":0.9709375,"teacher_disagreement_score":0.6606703,"about_ca_system_score_codex":0.0004893532,"about_ca_system_score_gemma":0.00008465643,"threshold_uncertainty_score":0.69432575},"labels":[],"label_agreement":null},{"id":"W4403397498","doi":"10.55544/ijrah.4.5.22","title":"Policy Proposal: Strengthening Local Tertiary Institutions While Ensuring Free Education in Guyana","year":2024,"lang":"en","type":"article","venue":"Integrated Journal for Research in Arts and Humanities","topic":"Caribbean history, culture, and politics","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":"Higher education; Economic growth; Business; Political science; Economics","score_opus":0.20772066500733177,"score_gpt":0.44796077127060596,"score_spread":0.2402401062632742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403397498","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":[0.5105427,0.016272988,0.00040673747,0.014621306,0.0043196483,0.0014551556,0.00021955266,0.00017482467,0.45198712],"genre_scores_gemma":[0.988693,0.0007312905,0.00010854401,0.000088959045,0.0011863183,0.000036954818,0.0000122284655,0.000013606246,0.009129079],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861413,0.00021392836,0.00025823407,0.00014129635,0.0003220783,0.00045035992],"domain_scores_gemma":[0.9992845,0.000207546,0.000024490624,0.00007777246,0.0002845799,0.00012111909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016087623,0.000086128355,0.00010979957,0.0010222385,0.0011453192,0.00076424517,0.00019082334,0.000076898075,0.00005733641],"category_scores_gemma":[0.0003738442,0.00007338545,0.000047445395,0.00028488168,0.00082226016,0.0004366042,0.000031986066,0.00079636695,0.0000037405578],"study_design_candidate":"theoretical_or_conceptual","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":[0.000013704737,0.00005192574,0.00015290172,0.000060557788,0.000009864819,0.000026317348,0.051921777,0.000014102966,0.000016398273,0.9112391,0.013949624,0.022543758],"study_design_scores_gemma":[0.00015518155,0.000060673017,0.00016464815,0.0008008487,0.0000043929826,0.00002399157,0.10717993,0.00012680188,0.000030244202,0.12530783,0.76604134,0.00010410182],"about_ca_topic_score_codex":0.018025512,"about_ca_topic_score_gemma":0.086672485,"teacher_disagreement_score":0.7859312,"about_ca_system_score_codex":0.0009009148,"about_ca_system_score_gemma":0.004614634,"threshold_uncertainty_score":0.9885135},"labels":[],"label_agreement":null},{"id":"W4414834392","doi":"10.55544/ijrah.5.5.13","title":"From Neoliberalism to Platform Society: Algorithms, Consumption, and Adolescent Health","year":2025,"lang":"en","type":"article","venue":"Integrated Journal for Research in Arts and Humanities","topic":"Digital Economy and Work Transformation","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":"University of Calgary","funders":"","keywords":"Neoliberalism (international relations); Context (archaeology); Corporate governance; Digital health; Digital content; Narrative","score_opus":0.25887212632599504,"score_gpt":0.44913462813570915,"score_spread":0.1902625018097141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414834392","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":[0.76268214,0.011994039,0.0049876217,0.1436449,0.0024281293,0.0032642116,0.0003969011,0.00011247213,0.07048958],"genre_scores_gemma":[0.94008154,0.025011264,0.0020018995,0.011875003,0.0012866479,0.00015754021,0.000085861924,0.000026852245,0.019473374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904644,0.00006602772,0.00025540576,0.00011394879,0.00017526148,0.0003429117],"domain_scores_gemma":[0.9994063,0.000188593,0.000033112556,0.000037495593,0.000199581,0.00013492772],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016654503,0.00006727443,0.00013538472,0.0002275848,0.0013361985,0.0009784962,0.0000943611,0.00004831697,0.000043145625],"category_scores_gemma":[0.00003474342,0.000059542097,0.0000335138,0.00011071363,0.00033818578,0.00055628724,0.00002128342,0.00034541843,0.0000030546241],"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":[0.00011461095,0.000072979296,0.00048967224,0.000105643485,0.000048985195,0.00000204041,0.114457734,0.000004562601,0.0000027411913,0.3973865,0.12998712,0.35732743],"study_design_scores_gemma":[0.0004024446,0.000086762935,0.0004862471,0.00061372534,0.0000019697275,0.0000014160651,0.05736435,0.00009452574,0.00001045665,0.1564788,0.78439075,0.000068545916],"about_ca_topic_score_codex":0.0024933172,"about_ca_topic_score_gemma":0.0064140265,"teacher_disagreement_score":0.6544036,"about_ca_system_score_codex":0.0002134477,"about_ca_system_score_gemma":0.00030354448,"threshold_uncertainty_score":0.99996394},"labels":[],"label_agreement":null},{"id":"W7119490551","doi":"10.55544/ijrah.5.6.35","title":"Principles Governing Legal Systems","year":2025,"lang":"","type":"article","venue":"Integrated Journal for Research in Arts and Humanities","topic":"Evolving Legal Systems and Governance","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":"Empirical legal studies; Legal research; Legal realism; Legal profession; Legal opinion; Legal formalism; Legal pluralism; Philosophy of law; Order (exchange)","score_opus":0.28184871630973396,"score_gpt":0.4403217454359213,"score_spread":0.15847302912618733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119490551","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":[0.19580488,0.091437995,0.0003843759,0.007134228,0.011553026,0.0024515605,0.00026546972,0.000056916444,0.69091153],"genre_scores_gemma":[0.75205535,0.0059544006,0.00003123383,0.000059772516,0.0010143549,0.00007586517,0.0000025948766,0.000021950298,0.24078445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949697,0.000984306,0.0010922586,0.00043774294,0.0012104677,0.0013054899],"domain_scores_gemma":[0.9964318,0.0013241215,0.00036102053,0.000192829,0.0014798726,0.00021033465],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.010878833,0.00028079984,0.0005753292,0.0007402739,0.0046700616,0.0059083733,0.00063401775,0.00025131073,0.000114478134],"category_scores_gemma":[0.0014841282,0.00024012504,0.00015442372,0.0006373511,0.0013554401,0.0010500266,0.0001673234,0.0020972255,0.000013261778],"study_design_candidate":"theoretical_or_conceptual","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":[0.0001532247,0.00009476211,0.0013028401,0.0005108292,0.00010225573,0.000084060935,0.013069908,0.00008700562,0.000041740772,0.9569136,0.025065403,0.0025744068],"study_design_scores_gemma":[0.00062179676,0.00029080315,0.00046911472,0.0063917637,0.000014230063,0.00002505405,0.086024106,0.0017265863,0.000011691927,0.004773223,0.89943385,0.00021780384],"about_ca_topic_score_codex":0.047234133,"about_ca_topic_score_gemma":0.032446377,"teacher_disagreement_score":0.95214033,"about_ca_system_score_codex":0.0011675513,"about_ca_system_score_gemma":0.001800587,"threshold_uncertainty_score":0.9966257},"labels":[],"label_agreement":null}]}