{"meta":{"query_hash":"f7156c7de96f","filters":{"venue":"Pakistan Journal of Social Research"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/f7156c7de96f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Pakistan+Journal+of+Social+Research"},"results":[{"id":"W4294792472","doi":"10.52567/pjsr.v4i2.449","title":"CORE CONCEPT OF GLACIERS AND MELTING GLACIERS EFFECTING THE GLOBAL ENVIRONMENT","year":2022,"lang":"en","type":"article","venue":"Pakistan Journal of Social Research","topic":"Cryospheric studies and observations","field":"Earth and Planetary 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":"Glacier; Geology; Glacier morphology; Surge; Ice sheet; Cirque glacier; Glacial period; Physical geography; Landform; Cryosphere; Geomorphology; Accumulation zone; Glacial landform; Snow; Rock glacier; Ice stream; Moraine; Climatology; Sea ice; Geography","score_opus":0.09584506759085666,"score_gpt":0.36482553895840697,"score_spread":0.2689804713675503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294792472","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036436368,0.044423487,0.14251137,0.0110286195,0.004170569,0.00042475245,0.0012884212,0.00040896807,0.75930756],"genre_scores_gemma":[0.7146269,0.06360449,0.07049833,0.004214742,0.0049983235,0.00086672115,0.0012566372,0.00033905945,0.1395947],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999566,0.00011354554,0.000029517256,0.00010540979,0.00013174188,0.00005366418],"domain_scores_gemma":[0.9994584,0.00012577951,0.000098634846,0.000060534818,0.000152197,0.00010449717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067202706,0.00074068026,0.00037808908,0.001763297,0.0012704204,0.0040380373,0.0011216166,0.0011013913,0.0075038904],"category_scores_gemma":[0.0011120145,0.00019009568,0.000431743,0.0028199283,0.0060695573,0.0063037286,0.0019635689,0.0016803865,0.001832036],"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":[0.0000060998905,0.0000088531315,0.0004020072,0.00008945935,0.0000046737428,0.00007008693,0.0008988905,0.00064956787,0.00023301317,0.9762639,0.0045607025,0.016812723],"study_design_scores_gemma":[0.000009530016,0.00005354807,0.0017225259,0.0003271412,0.000014213014,0.00038052085,0.0012902735,0.0020153755,0.00018608886,0.485622,0.50835997,0.000018902592],"about_ca_topic_score_codex":0.003341595,"about_ca_topic_score_gemma":0.0024649843,"teacher_disagreement_score":0.0075038904,"about_ca_system_score_codex":0.002023843,"about_ca_system_score_gemma":0.0021820248,"threshold_uncertainty_score":0.025103033},"labels":[],"label_agreement":null},{"id":"W4296373824","doi":"10.52567/pjsr.v4i2.546","title":"PAKISTAN-CANADA RELATIONS: PROSPECTS AND CHALLENGES","year":2022,"lang":"en","type":"article","venue":"Pakistan Journal of Social Research","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","field":"Social Sciences","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":"Politics; Political science; Hofstede's cultural dimensions theory; Intervention (counseling); Qualitative property; Cultural issues; Qualitative research; Economic growth; Development economics; Sociology; Economics; Social science; Psychology","score_opus":0.11904830148282426,"score_gpt":0.4124494509062661,"score_spread":0.29340114942344186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296373824","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21812294,0.10044146,0.0025948198,0.44555262,0.002133359,0.00015694581,0.0018391948,0.00007881787,0.22907986],"genre_scores_gemma":[0.91033703,0.055470105,0.001962023,0.013916648,0.00022679762,0.000059114343,0.00032821624,0.000017676875,0.017682513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968522,0.00057014177,0.00010117374,0.00024461185,0.00092725974,0.0013046295],"domain_scores_gemma":[0.99002516,0.0026984282,0.0006181658,0.00019543267,0.0035840808,0.0028787311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003670308,0.0002794133,0.00031557857,0.0014897656,0.013049457,0.008240305,0.0010086688,0.0016596523,0.016049782],"category_scores_gemma":[0.006649501,0.00016335065,0.0002277087,0.005543723,0.0045420304,0.0047816103,0.0036391509,0.0023877365,0.0005713753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017616384,0.00016516598,0.059491158,0.0035179048,0.00008066792,0.0038354862,0.051181845,0.0010868334,0.00058264035,0.40752804,0.09620896,0.37614504],"study_design_scores_gemma":[0.000018739653,0.000059439088,0.050249785,0.0032082172,0.00004403334,0.0010325257,0.3599202,0.00061842304,0.0005028763,0.031389423,0.5528521,0.000104211256],"about_ca_topic_score_codex":0.87254995,"about_ca_topic_score_gemma":0.90906066,"teacher_disagreement_score":0.12745005,"about_ca_system_score_codex":0.036727503,"about_ca_system_score_gemma":0.14949585,"threshold_uncertainty_score":0.26647794},"labels":[],"label_agreement":null},{"id":"W4312381719","doi":"10.52567/pjsr.v4i2.617","title":"UNDERLYING IDEOLOGICAL POWERS IN SPEECHES OF PDM LEADERS: A CRITICAL DISCOURSE ANALYSIS STUDY","year":2022,"lang":"en","type":"article","venue":"Pakistan Journal of Social Research","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","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":"Abbott (Canada)","funders":"","keywords":"Ideology; Critical discourse analysis; Legitimation; Opposition (politics); Politics; Alliance; Discourse analysis; Dominance (genetics); Political science; Power (physics); Democracy; Qualitative analysis; Sociology; Political economy; Qualitative research; Law; Linguistics; Social science; Philosophy","score_opus":0.34227897436276195,"score_gpt":0.5785628081985259,"score_spread":0.23628383383576396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312381719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847899,0.0004500162,0.0017162651,0.0016623558,0.00006291118,0.00018091958,0.0000928274,0.000008871581,0.01103595],"genre_scores_gemma":[0.9966568,0.00033479097,0.00091040257,0.00014610431,0.000038035083,0.00011923913,0.000037058246,0.000010768141,0.0017467154],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9950912,0.0034230978,0.00019927393,0.00028207703,0.00064015586,0.00036412006],"domain_scores_gemma":[0.97799224,0.018532574,0.001238191,0.00026242604,0.0015212387,0.00045342033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008764556,0.00047275098,0.0003798402,0.004246474,0.006129723,0.0058211107,0.00071663584,0.0010115857,0.0016722789],"category_scores_gemma":[0.014009527,0.00026480632,0.00021192558,0.0023754926,0.008363118,0.0037688354,0.0027547798,0.0019622936,0.00022294525],"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":[0.000020669817,0.000022152733,0.0012930395,0.00006755697,0.0000021847038,0.00031212886,0.99178153,0.000011251733,0.0007582346,0.0023504968,0.00021218236,0.0031685922],"study_design_scores_gemma":[0.000002464975,0.000016773583,0.0021419171,0.000082057886,0.0000026269217,0.000121901016,0.9917386,0.000076177275,0.0005271422,0.0007352221,0.004547452,0.000007668521],"about_ca_topic_score_codex":0.002000721,"about_ca_topic_score_gemma":0.002991978,"teacher_disagreement_score":0.008764556,"about_ca_system_score_codex":0.003822613,"about_ca_system_score_gemma":0.002430979,"threshold_uncertainty_score":0.04635191},"labels":[],"label_agreement":null},{"id":"W4312754398","doi":"10.52567/pjsr.v4i03.751","title":"IMPACT OF CORPORATE SOCIAL RESPONSIBILITY ON FINANCIAL PERFORMANCE: MEDIATING ROLE OF QUALITY OF WORK LIFE","year":2022,"lang":"en","type":"article","venue":"Pakistan Journal of Social Research","topic":"Business and Economic Development","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":"University of Calgary","funders":"","keywords":"Nexus (standard); Corporate social responsibility; Structural equation modeling; Business; Agency (philosophy); Work (physics); Quality (philosophy); Accounting; Private sector; Financial sector; Public relations; Finance; Political science; Economics; Sociology; Economic growth","score_opus":0.1102817443208533,"score_gpt":0.3989123779364174,"score_spread":0.28863063361556407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312754398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900192,0.0004800566,0.00056828995,0.0011221744,0.000023786437,0.00002602681,0.000059498456,0.0000070248766,0.0076939403],"genre_scores_gemma":[0.9995043,0.00013294624,0.000105874475,0.00003243436,0.0000052584114,0.0000051241927,0.000011903088,6.432969e-7,0.00020155466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793196,0.0010212527,0.00008978178,0.00018145813,0.00035776425,0.00041780114],"domain_scores_gemma":[0.9892245,0.0047958065,0.0026719084,0.00039121407,0.0009163045,0.0020002127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021399609,0.00039244976,0.00028502484,0.0008389553,0.0009545435,0.0019437021,0.0003415315,0.00051079877,0.0039910953],"category_scores_gemma":[0.007221091,0.000138907,0.00047617193,0.00045102334,0.0013308763,0.0008262277,0.00188259,0.0009360536,0.00017503032],"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":[0.00012465788,0.0011960892,0.93951637,0.00015396775,0.00024437174,0.00044082367,0.006417416,0.00038156623,0.00070968975,0.0031561432,0.00042229652,0.047236446],"study_design_scores_gemma":[0.000011900624,0.00040747903,0.98672694,0.00015666761,0.000100647034,0.00017999498,0.0078307185,0.0007453054,0.00033990073,0.0019826402,0.0014955603,0.000022412949],"about_ca_topic_score_codex":0.0035977846,"about_ca_topic_score_gemma":0.004940896,"teacher_disagreement_score":0.0039910953,"about_ca_system_score_codex":0.00084456836,"about_ca_system_score_gemma":0.0024267684,"threshold_uncertainty_score":0.01335156},"labels":[],"label_agreement":null},{"id":"W4313169012","doi":"10.52567/pjsr.v4i03.778","title":"DEVELOPING EMPATHY AS A CORE COMPETENCY AND LIFE SKILL IN CHILDREN","year":2022,"lang":"en","type":"article","venue":"Pakistan Journal of Social Research","topic":"Education and Critical Thinking Development","field":"Social Sciences","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":"Empathy; Prosocial behavior; Psychology; Developmental psychology; Social psychology; Core competency; Management","score_opus":0.10824385789244255,"score_gpt":0.4797499562309257,"score_spread":0.37150609833848314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313169012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9651913,0.0042354898,0.0011223358,0.0016595094,0.000029727922,0.00004195569,0.00009270068,0.000027289087,0.027599731],"genre_scores_gemma":[0.99277776,0.003172852,0.0014783824,0.0001437776,0.000009604539,0.000039200553,0.000026071144,0.000004774812,0.0023475436],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99961203,0.000112557995,0.000026235251,0.00004629912,0.00009022751,0.00011276407],"domain_scores_gemma":[0.99923325,0.00023652984,0.00028765277,0.000036570906,0.000101268975,0.000104763065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068789016,0.00017225773,0.00019778023,0.0005483773,0.00096407626,0.001106106,0.00014788231,0.00044184053,0.0018262028],"category_scores_gemma":[0.0020714416,0.000122017875,0.00015857164,0.0002888217,0.0015796466,0.0009980957,0.0015093654,0.00095181074,0.00015035336],"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":[0.00013529634,0.0004912996,0.33490005,0.0016682064,0.000053101707,0.004916296,0.28129342,0.00062707637,0.054400567,0.04956634,0.0063981246,0.26555026],"study_design_scores_gemma":[0.000010336999,0.0003602231,0.8754275,0.0007602752,0.000038879876,0.007202446,0.05706388,0.0002077048,0.005888753,0.0086628515,0.044326182,0.000050980794],"about_ca_topic_score_codex":0.0024162554,"about_ca_topic_score_gemma":0.0033003653,"teacher_disagreement_score":0.0024162554,"about_ca_system_score_codex":0.0008627418,"about_ca_system_score_gemma":0.0011838468,"threshold_uncertainty_score":0.00625968},"labels":[],"label_agreement":null},{"id":"W4320010210","doi":"10.52567/pjsr.v4i04.901","title":"SOCIAL MEDIA USAGE AND STUDENTS’ ESL ACADEMIC PERFORMANCE: A CASE STUDY OF UNIVERSITIES IN LAHORE","year":2022,"lang":"en","type":"article","venue":"Pakistan Journal of Social Research","topic":"Impact of Technology on Adolescents","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":"Abbott (Canada)","funders":"Higher Education Research and Development Society of Australasia; Islamia University of Bahawalpur","keywords":"Social media; Empirical research; Mathematics education; Psychology; Higher education; Medical education; Pedagogy; Political science; Medicine","score_opus":0.11305285713904159,"score_gpt":0.4966750841899123,"score_spread":0.3836222270508707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320010210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994881,0.000038728584,0.000027713357,0.00006345586,0.0000014078903,0.000012469726,0.000024094572,0.0000010296064,0.00034285718],"genre_scores_gemma":[0.9992816,0.00010913515,0.00008676287,0.00002895334,0.0000050107265,0.00002042304,0.00001804365,8.156418e-7,0.00044936157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903333,0.00044542766,0.00006645571,0.000091665854,0.00013505785,0.00022808657],"domain_scores_gemma":[0.99756986,0.0009946419,0.0005262649,0.0000750576,0.00033454527,0.00049971114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014062632,0.0002887267,0.0003733378,0.001928328,0.0031716318,0.0020372074,0.0006014761,0.0007402407,0.0020222485],"category_scores_gemma":[0.0017252647,0.00024944602,0.0003534647,0.0013435469,0.0012417727,0.0010810519,0.001438095,0.0008859556,0.00033337728],"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":[0.0001477434,0.003627041,0.77565914,0.00032200586,0.00005700042,0.005807811,0.18612288,0.00018271402,0.0022438883,0.0008268289,0.000685954,0.024317106],"study_design_scores_gemma":[0.000013477096,0.0014083345,0.4644106,0.00015685595,0.000042750384,0.0013786858,0.52750236,0.0004656845,0.0012802369,0.00012956899,0.0031643691,0.00004717208],"about_ca_topic_score_codex":0.009488482,"about_ca_topic_score_gemma":0.021556968,"teacher_disagreement_score":0.009488482,"about_ca_system_score_codex":0.001423963,"about_ca_system_score_gemma":0.0014006164,"threshold_uncertainty_score":0.018866539},"labels":[],"label_agreement":null},{"id":"W4320076577","doi":"10.52567/pjsr.v4i1.930","title":"ISLAMOPHOBIA IN CANADA: THE ROLE OF CANADIAN NEWSPAPERS IN SHAPING ATTITUDES TOWARDS ISLAM AND MUSLIMS","year":2022,"lang":"en","type":"article","venue":"Pakistan Journal of Social Research","topic":"Terrorism, Counterterrorism, and Political Violence","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":"Islamophobia; Newspaper; Globe; Framing (construction); Media studies; Political science; Islam; Content analysis; Sociology; Social science; History; Law; Politics; Psychology","score_opus":0.0755527028129145,"score_gpt":0.39109785332924274,"score_spread":0.31554515051632825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320076577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94629574,0.0021611194,0.00013583372,0.006084902,0.00010353037,0.000085774715,0.0014330758,0.000014364294,0.04368563],"genre_scores_gemma":[0.98952276,0.0019939395,0.0002027468,0.00067990634,0.000022831082,0.000023034081,0.0004378694,0.000014626615,0.007102105],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985845,0.0001917438,0.000034793055,0.00013045748,0.000612609,0.00044594271],"domain_scores_gemma":[0.9915183,0.0018244769,0.001305216,0.00016534391,0.003616756,0.0015697981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012613228,0.0003406587,0.00024740078,0.0029051062,0.01178184,0.005866784,0.0006611512,0.0006073875,0.006165616],"category_scores_gemma":[0.006519444,0.0003072904,0.00023210165,0.005704925,0.0024603219,0.001307969,0.0015448763,0.0010755633,0.0004003057],"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":[0.00058557367,0.00025276828,0.5095927,0.00089119776,0.00010228625,0.0027497946,0.36783516,0.0002212992,0.0030397146,0.008472282,0.028742706,0.07751451],"study_design_scores_gemma":[0.000016455504,0.000052723288,0.6083306,0.0004475265,0.00007017108,0.0002526764,0.32209653,0.0002932659,0.0006503665,0.00026782232,0.06743507,0.000086655185],"about_ca_topic_score_codex":0.9926422,"about_ca_topic_score_gemma":0.99672,"teacher_disagreement_score":0.060865056,"about_ca_system_score_codex":0.060865056,"about_ca_system_score_gemma":0.07379101,"threshold_uncertainty_score":0.44160897},"labels":[],"label_agreement":null}]}