{"meta":{"query_hash":"d8aaf923240f","filters":{"venue":"Pakistan Social Sciences Review"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/d8aaf923240f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Pakistan+Social+Sciences+Review"},"results":[{"id":"W3112364617","doi":"10.35484/pssr.2020(4-iv)11","title":"Arms Rivalry in South Asia: The Prisoner’s Dilemma Paradigm","year":2020,"lang":"en","type":"article","venue":"Pakistan Social Sciences Review","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Rivalry; Dilemma; Prisoner's dilemma; Psychology; Economics; Philosophy; Epistemology; Microeconomics","score_opus":0.10787058355894015,"score_gpt":0.39018415393313827,"score_spread":0.28231357037419813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112364617","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":[0.0009073525,0.0575782,0.0002307208,0.021807175,0.00054693304,0.0013921653,0.00007071044,0.00015221124,0.9173145],"genre_scores_gemma":[0.9266101,0.035844464,0.00031730332,0.025384335,0.0023850123,0.00016986023,0.000009915073,0.000041880106,0.009237116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99626386,0.00063436106,0.000627569,0.00052979356,0.0010377376,0.0009066789],"domain_scores_gemma":[0.99902415,0.00014963245,0.00028633757,0.00019065742,0.00007204296,0.00027716148],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002762614,0.00023931444,0.00049389235,0.00003781784,0.001772639,0.000361785,0.0012863926,0.000107825326,0.00026773746],"category_scores_gemma":[0.0004146024,0.00017194793,0.00023989065,0.0016556289,0.0020906997,0.00022677325,0.00011314042,0.0003330032,0.00012807811],"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":[0.0000046662963,0.000030978204,0.0008572964,0.00017808525,0.000009294208,0.000010714046,0.01651295,7.2984636e-7,0.000003508097,0.97482735,0.00038831853,0.007176123],"study_design_scores_gemma":[0.00013732396,0.000037055852,0.000544982,0.0002613116,0.000031175496,6.68442e-7,0.00670279,0.000010281821,0.0000016934779,0.004939401,0.98707604,0.0002572961],"about_ca_topic_score_codex":0.0008205769,"about_ca_topic_score_gemma":0.00095449475,"teacher_disagreement_score":0.9866877,"about_ca_system_score_codex":0.00017095858,"about_ca_system_score_gemma":0.000711474,"threshold_uncertainty_score":0.9995269},"labels":[],"label_agreement":null},{"id":"W4392090969","doi":"10.35484/pssr.2024(8-i)04","title":"Boosting Shareholder Value: The Impact of Green Bonds on Equity Markets","year":2024,"lang":"en","type":"article","venue":"Pakistan Social Sciences Review","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":2,"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":"Boosting (machine learning); Equity (law); Business; Bond; Shareholder; Shareholder value; Financial economics; Financial system; Economics; Finance; Corporate governance; Artificial intelligence; Computer science","score_opus":0.11258969492808531,"score_gpt":0.40298922214865085,"score_spread":0.29039952722056556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392090969","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":[0.039857082,0.4687831,0.000102185724,0.0070986836,0.00031202362,0.0007776467,0.00037411787,0.00008195024,0.4826132],"genre_scores_gemma":[0.98519534,0.011098951,0.000032171036,0.00085620023,0.00022340409,0.000033353837,0.0000056220383,0.00001665506,0.0025382838],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836004,0.000050533614,0.0006128214,0.00041372326,0.0001389503,0.0004239239],"domain_scores_gemma":[0.99925286,0.00017277847,0.00028395627,0.00021096643,0.000038130114,0.000041341093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034740272,0.00016514974,0.00045724233,0.00010114029,0.00042451845,0.00016498224,0.0005851646,0.00005737272,0.0008342917],"category_scores_gemma":[0.00019609218,0.000114119626,0.00036050312,0.0015344745,0.00032784918,0.0002604031,0.00015468878,0.00017899886,0.00015762693],"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":[0.000009640948,0.00005599589,0.0069402047,0.0023020792,0.000072898736,0.00001556845,0.0010846545,0.000020128078,0.0000028639483,0.82649213,0.043057736,0.11994609],"study_design_scores_gemma":[0.00035796934,0.0006791518,0.16079128,0.005352685,0.00007700935,0.000014414475,0.0006020683,0.0029222348,0.0000070351916,0.21180004,0.6163494,0.0010466992],"about_ca_topic_score_codex":0.0015038975,"about_ca_topic_score_gemma":0.000013094343,"teacher_disagreement_score":0.94533825,"about_ca_system_score_codex":0.00024599055,"about_ca_system_score_gemma":0.00015789577,"threshold_uncertainty_score":0.9134909},"labels":[],"label_agreement":null},{"id":"W4417495333","doi":"10.35484/pssr.2025(9-i)60","title":"Engaging Communities in Built Heritage Conservation: Insights and Challenges","year":2025,"lang":"","type":"article","venue":"Pakistan Social Sciences Review","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","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":"Keyano College","funders":"","keywords":"Cultural heritage; Cultural heritage management; Industrial heritage; Indigenous; Citizen journalism; Participatory action research; Values; Community engagement; Identity (music); Citizen science","score_opus":0.2709376429272836,"score_gpt":0.3637800220551093,"score_spread":0.09284237912782567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417495333","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007904572,0.65546983,0.000002166951,0.027764488,0.00028686124,0.00059972494,0.00000801486,0.000030696923,0.30793366],"genre_scores_gemma":[0.37581763,0.61690503,0.00002222395,0.004128345,0.00014226536,0.000048635822,0.000013195799,0.0000055928317,0.0029170823],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99754834,0.000771114,0.00069670525,0.00031992779,0.0003221293,0.00034177303],"domain_scores_gemma":[0.9991056,0.00034077826,0.00021648199,0.00016685286,0.00013853789,0.00003175994],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001840035,0.0002655012,0.0005385721,0.00014568066,0.0026978303,0.00081739156,0.00046737873,0.0000675467,0.0007853325],"category_scores_gemma":[0.000056534707,0.0002309662,0.00009285312,0.00049583864,0.0016193587,0.0009276238,0.0003134473,0.0002782972,0.000008708338],"study_design_candidate":"not_applicable","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":[0.0000054303146,0.000039644427,0.0005870653,0.009355382,0.000024544925,0.0000027344086,0.06013336,1.470508e-7,9.2588823e-7,0.8579183,0.0028443947,0.06908808],"study_design_scores_gemma":[0.00019507032,0.000035655783,0.0023598704,0.0067606284,0.000062132516,2.1257182e-7,0.10950102,0.0000957933,3.3673135e-7,0.008949074,0.87179387,0.00024632222],"about_ca_topic_score_codex":0.0027877463,"about_ca_topic_score_gemma":0.03819741,"teacher_disagreement_score":0.8689495,"about_ca_system_score_codex":0.00008351816,"about_ca_system_score_gemma":0.00007580218,"threshold_uncertainty_score":0.99860054},"labels":[],"label_agreement":null}]}