{"meta":{"query_hash":"c7265ac135ad","filters":{"venue":"VFAST Transactions on Education and Social Sciences"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/c7265ac135ad","api":"https://metacan.xera.ac/api/v1/cohort?venue=VFAST+Transactions+on+Education+and+Social+Sciences"},"results":[{"id":"W2214406569","doi":"10.21015/vtess.v5i2.191","title":"IDENTIFICATION OF THE FACTORS OF QUALITY TEACHER TRAINING AND DEVELOPMENT OF A MODEL PROGRAM IN PAKISTAN","year":2015,"lang":"en","type":"article","venue":"VFAST Transactions on Education and Social Sciences","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","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":"Quality (philosophy); Training (meteorology); Identification (biology); Ranking (information retrieval); Medical education; Mathematics education; Psychology; Computer science; Medicine; Geography; Artificial intelligence","score_opus":0.3842965829049334,"score_gpt":0.49893205142603475,"score_spread":0.11463546852110135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2214406569","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":[0.9965816,0.00003433137,0.00028207147,0.0003565459,0.0000056434174,0.000036940986,0.000061184604,0.0000066475295,0.0026350806],"genre_scores_gemma":[0.9993734,0.00003507899,0.00023662935,0.000019696474,0.000001886847,0.000014047601,0.000040430616,0.0000015398307,0.0002771841],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986595,0.0003889028,0.0000829973,0.000090574285,0.00037915318,0.0003989083],"domain_scores_gemma":[0.98950267,0.0023180444,0.0026528952,0.00043432316,0.0022070722,0.002884996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019978085,0.0000954778,0.00010803246,0.0004753101,0.0010300179,0.0011601471,0.00043298487,0.00025642195,0.0029573347],"category_scores_gemma":[0.008536045,0.00015339,0.00015826226,0.0006614976,0.0005654201,0.00074896525,0.00071806705,0.00056341727,0.0002303828],"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":[0.0002304579,0.00057404744,0.9646863,0.00008064375,0.000015974903,0.00020621638,0.0035181427,0.0010787535,0.00084669306,0.0015023487,0.0012772059,0.025983298],"study_design_scores_gemma":[0.000017846744,0.00043946048,0.98667395,0.000058263515,0.000013579274,0.00019095073,0.0069746533,0.002212762,0.0008119622,0.0002795758,0.0023160647,0.000010958755],"about_ca_topic_score_codex":0.022334369,"about_ca_topic_score_gemma":0.02693156,"teacher_disagreement_score":0.022334369,"about_ca_system_score_codex":0.002694501,"about_ca_system_score_gemma":0.0066574747,"threshold_uncertainty_score":0.04440874},"labels":[],"label_agreement":null},{"id":"W2252351386","doi":"10.21015/vtess.v5i2.194","title":"EMPIRICALLY EXPLORING THE IMPACT OF INTEREST RATE AND ANNUAL CPI DIFFERENCE ON EXCHANGE RATE","year":2015,"lang":"en","type":"article","venue":"VFAST Transactions on Education and Social Sciences","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","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":"Exchange rate; International Fisher effect; Economics; Panel data; Interest rate; Econometrics; Inflation (cosmology); Context (archaeology); Quarter (Canadian coin); Real interest rate; Fisher hypothesis; Monetary economics; Geography","score_opus":0.3747577816832069,"score_gpt":0.3433726284993693,"score_spread":0.03138515318383761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2252351386","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":[0.9936651,0.00036370053,0.00045715473,0.00019955312,0.0000096986605,0.0000150690585,0.00023874844,0.0000068703466,0.0050441804],"genre_scores_gemma":[0.99864393,0.00030518862,0.00022638676,0.000026808242,0.000014270988,0.0000067320084,0.00032910443,0.0000021660746,0.00044540525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982114,0.001019172,0.00011621781,0.00019353432,0.00028597336,0.0001737415],"domain_scores_gemma":[0.94624686,0.044676553,0.0058936714,0.0009742817,0.0013579426,0.00085076643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039245714,0.00032949206,0.00043691794,0.0009236936,0.00025786305,0.0018682594,0.0003889648,0.0006714656,0.004439743],"category_scores_gemma":[0.025714837,0.00019250959,0.000510263,0.0015542435,0.0004607741,0.0014840948,0.0005875052,0.001170063,0.00071754993],"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":[0.00047304798,0.00036871244,0.9765643,0.00009995892,0.0003384257,0.0006214957,0.00034021732,0.004961521,0.0007093582,0.0015336581,0.00041049905,0.013578915],"study_design_scores_gemma":[0.00003501072,0.0006386265,0.9849237,0.000036074984,0.00028877181,0.0002662285,0.0014899918,0.009066292,0.00091276586,0.00089399295,0.0014261518,0.000022281603],"about_ca_topic_score_codex":0.0038086025,"about_ca_topic_score_gemma":0.003014369,"teacher_disagreement_score":0.004439743,"about_ca_system_score_codex":0.0004614631,"about_ca_system_score_gemma":0.0005697987,"threshold_uncertainty_score":0.02075541},"labels":[],"label_agreement":null}]}