{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"d183c7a29a8a","filters":{"venue":"International Journal of Business Reflections"}},"results":[{"id":"W4413940704","doi":"10.56249/ijbr.03.01.64","title":"RIDING THE WAVE: OIL PRICE FLUCTUATIONS AND STOCK MARKETS’ RESPONSES IN OIL EXPORTING VS IMPORTING ECONOMIES","year":2025,"lang":"en","type":"article","venue":"International Journal of Business Reflections","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Oil price; Stock (firearms); Monetary economics; Economics; Stock price; Financial economics; International economics; Business; Geography; Geology; Series (stratigraphy)","authors":[{"name":"Madiha Zafar","is_ca":false},{"name":"Muhammad Owais Qarni","is_ca":false},{"name":"Ajid Ur Rehman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04029316851386276,"gpt":0.3010091722330224,"spread":0.2607160037191596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005087701,0.0001161164,0.0002001771,0.0005770532,0.0001609956,0.0007795339,0.0001314128,0.000222999,0.001530539],"category_scores_gemma":[0.002949508,0.00008230049,0.0002486292,0.0006769684,0.0002092852,0.0009184998,0.0007319835,0.0003516052,0.0001897722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001950427,"about_ca_system_score_gemma":0.0002026702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006067432,"about_ca_topic_score_gemma":0.005778252,"domain_scores_codex":[0.9998804,0.0000211788,0.00001173708,0.00003229726,0.00002466496,0.00002970691],"domain_scores_gemma":[0.9987783,0.0003414819,0.0005544739,0.0000967259,0.0001142539,0.0001147753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001185399,0.00004402794,0.9891628,0.00001422943,0.00007616442,0.0001391138,0.000387639,0.0008896539,0.0007026981,0.0006362061,0.0002316608,0.007597356],"study_design_scores_gemma":[0.000002715134,0.00003489539,0.9967239,0.000006091992,0.00002182124,0.00004783925,0.000797929,0.00153899,0.0002533901,0.0002518679,0.0003157954,0.000004641749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990338,0.00005806387,0.0001590834,0.00003390487,0.000001427866,0.000002482565,0.000115411,0.000002177058,0.0005936417],"genre_scores_gemma":[0.9994422,0.00005215194,0.00005988768,0.00001052039,0.000003262646,0.00000156419,0.0002493603,7.736792e-7,0.0001802043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006067432,"threshold_uncertainty_score":0.01206422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413973158","doi":"10.56249/ijbr.03.01.63","title":"FROM SHADOWS TO SPOTLIGHT: THE RISE OF ENVIRONMENTAL ACCOUNTABILITY IN EXTRACTIVE INDUSTRIES","year":2025,"lang":"en","type":"article","venue":"International Journal of Business Reflections","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accountability; Business; Natural resource economics; Economics; Political science; Law","authors":[{"name":"Muhammad Mubeen","is_ca":false},{"name":"Ossama Fazal","is_ca":false},{"name":"Rida Muzammal","is_ca":false},{"name":"Maryum Ossama","is_ca":false},{"name":"Muhammad Usman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01577417474820179,"gpt":0.2826064562131037,"spread":0.2668322814649018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006615831,0.000200531,0.0003806632,0.01950773,0.001831841,0.006608105,0.0005577259,0.0006878131,0.002317138],"category_scores_gemma":[0.04255671,0.0002065528,0.0003510831,0.03343793,0.003166628,0.008446741,0.004854938,0.0007393182,0.0002416497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002671479,"about_ca_system_score_gemma":0.002877416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003331057,"about_ca_topic_score_gemma":0.005498847,"domain_scores_codex":[0.9916169,0.002181428,0.0009839106,0.0006956999,0.004002828,0.0005193201],"domain_scores_gemma":[0.9254881,0.04153361,0.01955065,0.003547499,0.008713711,0.001166437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003162399,0.00007162937,0.4752685,0.003197817,0.0002166674,0.001485974,0.1300319,0.001251813,0.005115938,0.06349945,0.008625004,0.310919],"study_design_scores_gemma":[0.00001751998,0.0001426607,0.5819958,0.002051365,0.0002030832,0.001760181,0.1784165,0.002387749,0.00687761,0.02906566,0.1969383,0.000143622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372107,0.007051212,0.00391221,0.005950794,0.000182846,0.00005248182,0.001305541,0.00009937525,0.04423481],"genre_scores_gemma":[0.9938705,0.002624866,0.00128197,0.0001728403,0.0001364873,0.00001754707,0.0003412435,0.00002517585,0.001529459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01950773,"threshold_uncertainty_score":0.03498828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}