{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"4bd74b8876f3","filters":{"venue":"Journal of Impact"}},"results":[{"id":"W3133506566","doi":"10.48110/joi.v2i1.17","title":"The Impact of Crisis Management on Employee’s Performance in the Yemeni Oil and Gas Industry","year":2021,"lang":"en","type":"article","venue":"Journal of Impact","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Cronbach's alpha; Preparedness; Petroleum industry; Business; Crisis management; Reliability (semiconductor); Operations management; Marketing; Management; Engineering; Economics","authors":[{"name":"Ghadah Mansoor Al-Ariki","is_ca":false},{"name":"Mohammed Saleh Al-Abed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01836245169996538,"gpt":0.2765450200824047,"spread":0.2581825683824393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001194545,0.000233213,0.0001478145,0.0004294947,0.000649079,0.0009444445,0.0002048084,0.0002932011,0.002246205],"category_scores_gemma":[0.003094812,0.0000732953,0.0001460276,0.000406607,0.0003713439,0.0003992409,0.0006533866,0.0005041999,0.0003136006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009966509,"about_ca_system_score_gemma":0.001072685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00563874,"about_ca_topic_score_gemma":0.007239368,"domain_scores_codex":[0.9989084,0.0003445873,0.00007367932,0.00006864917,0.0002553162,0.000349363],"domain_scores_gemma":[0.9968271,0.0006473261,0.001082694,0.0000757282,0.0006986993,0.0006684396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000282876,0.0005425794,0.9359719,0.0001216651,0.00006319261,0.0004817554,0.007728008,0.0005910398,0.002089371,0.0003159106,0.001704884,0.05010679],"study_design_scores_gemma":[0.000002268199,0.0002040047,0.9901966,0.0000255914,0.000008315304,0.00005415804,0.008070838,0.0002500219,0.0003260652,0.00003415197,0.000817345,0.0000107204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980242,0.000109945,0.00003573276,0.000244867,0.000007806445,0.000003784517,0.00003113048,0.000002597907,0.001539851],"genre_scores_gemma":[0.999563,0.00006905971,0.00002341085,0.00001998329,0.000005361595,0.000002418862,0.00002472132,5.397428e-7,0.0002915124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00563874,"threshold_uncertainty_score":0.01121187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134971930","doi":"10.48110/joi.v2i1.25","title":"Stakeholders' Engagement and Performance Efficiency at Oil and Gas Industry in Yemen","year":2021,"lang":"en","type":"article","venue":"Journal of Impact","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Upstream (networking); Midstream; Business; Petroleum industry; Downstream (manufacturing); Sample (material); Process (computing); Customer engagement; Marketing; Process management; Performance indicator; Engineering; Computer science","authors":[{"name":"Mohammed Ahmed Al-Haddad","is_ca":false},{"name":"Mohammed Saleh Al-Abed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0400405983523447,"gpt":0.263799059104076,"spread":0.2237584607517313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001379796,0.0002568808,0.0001692422,0.0007106229,0.001601795,0.001759472,0.0002608429,0.0005151326,0.003302193],"category_scores_gemma":[0.002474112,0.0001303847,0.0001940627,0.001020003,0.0007122491,0.001088188,0.001655375,0.0004336894,0.0001942198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003390927,"about_ca_system_score_gemma":0.002156257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01854404,"about_ca_topic_score_gemma":0.03050747,"domain_scores_codex":[0.9987435,0.0005292061,0.0000767831,0.00007904704,0.000147463,0.0004240042],"domain_scores_gemma":[0.9980879,0.0006444292,0.0007189618,0.00004378691,0.0002773257,0.0002274367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002627514,0.0002907766,0.9166043,0.0001721405,0.00005947757,0.001582987,0.04635776,0.00126072,0.001935774,0.002609486,0.0009002906,0.02796355],"study_design_scores_gemma":[0.000004824562,0.0001516689,0.8803721,0.0001392424,0.00002310099,0.0001312643,0.1138281,0.001308729,0.0008481368,0.0003010118,0.002869824,0.00002194426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984204,0.00005767325,0.00005907117,0.0001645046,9.433174e-7,0.000005521274,0.00001825946,9.904443e-7,0.001272666],"genre_scores_gemma":[0.9996289,0.00003455972,0.00002466663,0.00000924445,4.727913e-7,0.000004957758,0.00001191498,3.422771e-7,0.0002849649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01854404,"threshold_uncertainty_score":0.03687221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200744820","doi":"10.48110/joi.v2i2.41","title":"Women Entrepreneurship Development in Yemen: The Role of Decision-Making Empowerment","year":2021,"lang":"en","type":"article","venue":"Journal of Impact","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Empowerment; Entrepreneurship; Poverty; Business; Women entrepreneurs; Economic growth; Marketing; Economics; Finance","authors":[{"name":"Abeer Al-Radami","is_ca":false},{"name":"Mohammed Saleh Al-Abed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01625770849785805,"gpt":0.3296984790421999,"spread":0.3134407705443418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001548594,0.0003177862,0.0002069907,0.0005309894,0.001808671,0.002232387,0.0002413108,0.0003118279,0.003691437],"category_scores_gemma":[0.001809521,0.0001273758,0.0001634448,0.0006666061,0.001389836,0.001252722,0.002149924,0.0006043997,0.0001486983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705322,"about_ca_system_score_gemma":0.003352148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003815233,"about_ca_topic_score_gemma":0.01000458,"domain_scores_codex":[0.9988421,0.0005556707,0.00003374599,0.00005192039,0.00007008453,0.0004465217],"domain_scores_gemma":[0.9990904,0.0003697799,0.0002215503,0.00002521864,0.00007315609,0.0002198952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003385773,0.000468895,0.5809592,0.0008071747,0.00009356218,0.004578926,0.1606801,0.0004710153,0.002161612,0.0332773,0.003868609,0.212295],"study_design_scores_gemma":[0.00002621906,0.0003312575,0.5160992,0.001131501,0.00006639539,0.0009952318,0.4094781,0.0007011424,0.001556237,0.006033769,0.06353718,0.00004372414],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726442,0.001740276,0.0003139997,0.003102327,0.00004532079,0.00003325992,0.0000451786,0.000004359795,0.02207094],"genre_scores_gemma":[0.9979431,0.0006008404,0.000114785,0.00009191876,0.00000555713,0.00001217847,0.000009895476,7.975248e-7,0.001220887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003815233,"threshold_uncertainty_score":0.01237303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}