{"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":"b7afa6da441f","filters":{"venue":"Universal Library of business and economics."}},"results":[{"id":"W4417243241","doi":"10.70315/uloap.ulbec.2024.0102013","title":"How to Avoid Blocking of Targeted Advertising","year":2024,"lang":"","type":"article","venue":"Universal Library of business and economics.","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alpha Technologies (Canada)","funders":"","keywords":"Blocking (statistics); Context (archaeology); Novelty; The Internet; Online advertising; Digital ecosystem; Digital transformation; Confidentiality","authors":[{"name":"Mohammad Abbasi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008004279917266646,"gpt":0.1873513612032928,"spread":0.1793470812860261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002346462,0.0001975583,0.0004682305,0.0003144282,0.0001796242,0.0005168776,0.0002668509,0.000166615,0.000143087],"category_scores_gemma":[0.0001414611,0.0002282843,0.0001211806,0.000724086,0.0005037355,0.00270599,0.0002313211,0.0001157923,0.000004065858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004106431,"about_ca_system_score_gemma":0.000446497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004015985,"about_ca_topic_score_gemma":0.00003801296,"domain_scores_codex":[0.9987735,0.00006927074,0.0003458968,0.0003816175,0.0001009351,0.0003288149],"domain_scores_gemma":[0.9991303,0.0003042664,0.0001577686,0.0001286018,0.00005842007,0.0002206098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000729933,0.0002916625,0.01096177,0.004505435,0.000744342,0.00008607255,0.07956369,0.0007555815,0.001380173,0.3166773,0.006163681,0.5781403],"study_design_scores_gemma":[0.001491636,0.0004719311,0.02926517,0.008370881,0.0004036972,0.000006494288,0.09452797,0.005822647,0.003567021,0.01619005,0.8377067,0.002175781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.923556,0.002974511,0.00006886025,0.007969482,0.001802657,0.0001932861,0.0001425355,0.00006806277,0.06322464],"genre_scores_gemma":[0.991366,0.003281591,0.0003572344,0.00006573262,0.0003833587,6.826677e-7,0.00001105925,0.00003353744,0.004500788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.831543,"threshold_uncertainty_score":0.9309163,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416207526","doi":"10.70315/uloap.ulbec.2025.0203023","title":"Principles of Mortgage Loan Portfolio Formation in Commercial Banking","year":2025,"lang":"","type":"article","venue":"Universal Library of business and economics.","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Morgan Solar (Canada)","funders":"","keywords":"Underwriting; Securitization; Mortgage underwriting; Portfolio; Debt; Loan; Diversification (marketing strategy); Mortgage insurance; Shared appreciation mortgage","authors":[{"name":"Junan Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01699234746137699,"gpt":0.1913432068655683,"spread":0.1743508594041913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004227742,0.0002687017,0.0009319753,0.001443506,0.000117842,0.00009079538,0.0003814178,0.0002453313,0.0004721939],"category_scores_gemma":[0.00004926738,0.0003838948,0.0001317228,0.0009295465,0.0003907617,0.002818588,0.0003608497,0.0001634817,0.000003081819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001297837,"about_ca_system_score_gemma":0.0001809152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005205715,"about_ca_topic_score_gemma":0.0001360685,"domain_scores_codex":[0.9972976,0.00003296217,0.001811608,0.0005090786,0.00002863269,0.0003201484],"domain_scores_gemma":[0.9980991,0.0001204014,0.001238224,0.0004362755,0.00005388985,0.00005209863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001107881,0.0002198986,0.4399063,0.0006500794,0.00004087828,0.000001470953,0.0006256185,0.007876429,0.00000589185,0.5448779,0.00002894984,0.005655816],"study_design_scores_gemma":[0.001482049,0.00004592275,0.9231539,0.000333089,0.00002508778,0.000001996034,0.0003411563,0.0472714,0.0002791181,0.01754372,0.009183425,0.0003390931],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381748,0.00241029,0.001267358,0.0006592685,0.0005526436,0.0003720684,0.0002820142,0.00001700575,0.05626459],"genre_scores_gemma":[0.9946031,0.004015366,0.0006227214,0.00005138756,0.00004174214,0.000002312031,0.0000792327,0.00002526296,0.000558851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5273342,"threshold_uncertainty_score":0.9998613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409708844","doi":"10.70315/uloap.ulbec.2025.0201007","title":"Mental Health in Organizations: Theoretical Analysis and Proposal of the Author’s Concept of STEP-Method of Supporting Mental Well-Being of Employees","year":2025,"lang":"en","type":"article","venue":"Universal Library of business and economics.","topic":"Education and Professional Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Mental health; Well-being; Psychology; Public relations; Knowledge management; Business; Computer science; Political science; Psychiatry; Psychotherapist","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005803381971624431,"gpt":0.2801078241852182,"spread":0.2743044422135938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002959198,0.00004626117,0.0002443279,0.0001710448,0.00007489595,0.00000500887,0.0001017908,0.00003545017,0.0002414768],"category_scores_gemma":[0.00003064902,0.00003919567,0.00002636358,0.0006138232,0.0004710888,0.0001912038,0.0001024525,0.00003128947,2.579105e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001843852,"about_ca_system_score_gemma":0.0007793838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006742491,"about_ca_topic_score_gemma":0.0001235923,"domain_scores_codex":[0.9992943,0.0001251732,0.0003734485,0.00009113886,0.00004671197,0.00006926354],"domain_scores_gemma":[0.9994599,0.0001011962,0.0003127031,0.00005440221,0.00004677843,0.00002507897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003487616,0.00008224959,0.3604141,0.00009278302,0.00007579545,2.839004e-8,0.02440209,0.00003650148,0.00007995548,0.6126642,0.0001052595,0.002012099],"study_design_scores_gemma":[0.001076369,0.00006300091,0.8284251,0.0005169895,0.0001032405,3.630571e-7,0.1299592,0.0009789201,0.01622203,0.02134095,0.001143028,0.0001708359],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988206,0.00007573531,0.0002300107,0.008562646,0.0001056396,0.0001647502,0.0000348087,0.000002587409,0.00261778],"genre_scores_gemma":[0.9949751,0.0002651858,0.00445991,0.00004819886,0.000004225207,3.152815e-7,0.00002022308,0.000002796056,0.0002240397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5913233,"threshold_uncertainty_score":0.2644002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}