{"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":"8f453ced6b16","filters":{"venue":"Journal of Information and Optimization Sciences"}},"results":[{"id":"W1971620553","doi":"10.1080/02522667.2008.10699847","title":"An EOQ model with trade credit period depending on the ordering quantity","year":2008,"lang":"en","type":"article","venue":"Journal of Information and Optimization Sciences","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Economic order quantity; Period (music); Trade credit; Economics; Econometrics; Mathematics; Business; Supply chain; Finance; Physics","authors":[{"name":"K. Skouri","is_ca":false},{"name":"S. Papachristos","is_ca":false},{"name":"S.K. Goyal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04085584998527315,"gpt":0.2393697500519199,"spread":0.1985139000666467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002109848,0.001210019,0.0018183,0.0009831566,0.0007761924,0.003688475,0.002993304,0.004402436,0.01205972],"category_scores_gemma":[0.004596483,0.001053964,0.0008689802,0.001778269,0.002054298,0.003536204,0.001542508,0.002756762,0.001324776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002419916,"about_ca_system_score_gemma":0.001919003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01451186,"about_ca_topic_score_gemma":0.005865355,"domain_scores_codex":[0.9990829,0.0002961102,0.00004548825,0.0002573347,0.0001240911,0.0001940364],"domain_scores_gemma":[0.9975975,0.001249597,0.0004070546,0.0001150569,0.0003549579,0.000275785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001781277,0.00008378588,0.0005535738,0.0001032018,0.00002944416,0.0003887975,0.00006456884,0.8796628,0.0008546371,0.1129527,0.001314091,0.003814255],"study_design_scores_gemma":[0.0000651728,0.00004329718,0.0001446635,0.00001259135,0.0000146706,0.0000385619,0.00002969807,0.9817966,0.00008894364,0.01663224,0.001117505,0.00001594547],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1379658,0.001721152,0.7841042,0.003503362,0.000492546,0.0002666237,0.002817378,0.0005773293,0.06855173],"genre_scores_gemma":[0.9063938,0.001248083,0.03546712,0.0002414656,0.0001436185,0.0003611271,0.0006706379,0.0001029535,0.05537123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01451186,"threshold_uncertainty_score":0.04034376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062466821","doi":"10.1080/02522667.2008.10699807","title":"Retailer's lot-sizing policy under partially funded permissible delay in payments","year":2008,"lang":"en","type":"article","venue":"Journal of Information and Optimization Sciences","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Accounts payable; Economic order quantity; Payment; Order (exchange); Sizing; Rest (music); Economics; Trade credit; Business; Operations research; Microeconomics; Actuarial science; Mathematical economics; Computer science; Mathematics; Finance; Marketing; Supply chain","authors":[{"name":"Yung‐Fu Huang","is_ca":false},{"name":"Suresh Kumar Goyal","is_ca":true},{"name":"Chung-Li Chou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04266489329038512,"gpt":0.2634034381073698,"spread":0.2207385448169847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002062476,0.0005018258,0.0008915799,0.0003816214,0.0004737974,0.001741218,0.001172167,0.0008933277,0.002568509],"category_scores_gemma":[0.005493569,0.0005976383,0.0004393726,0.0005050263,0.0007990429,0.001746711,0.0005312043,0.0009455191,0.0003049704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001856721,"about_ca_system_score_gemma":0.002866948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002989068,"about_ca_topic_score_gemma":0.002740752,"domain_scores_codex":[0.9991648,0.0003033662,0.00005024326,0.0001691799,0.0001646284,0.0001477279],"domain_scores_gemma":[0.997752,0.001352718,0.0003066342,0.000187734,0.0002497701,0.0001511198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002602157,0.00005338752,0.0005892658,0.00006338196,0.00002180782,0.00007868898,0.00005356239,0.9582201,0.003171865,0.02621714,0.0005164412,0.01075421],"study_design_scores_gemma":[0.00005482543,0.00009655218,0.0005286736,0.00001122429,0.00001258049,0.00004396043,0.00003805895,0.9756659,0.002513841,0.02033588,0.0006751858,0.00002326155],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3938849,0.0003734091,0.5935508,0.0005986731,0.00007664199,0.0002360019,0.000376932,0.0004033878,0.01049928],"genre_scores_gemma":[0.9652165,0.0001247993,0.03228947,0.0000343816,0.00001074671,0.00003654001,0.00007995623,0.00002805414,0.002179465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002989068,"threshold_uncertainty_score":0.01347148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084695480","doi":"10.1080/02522667.2012.10700146","title":"Approaching the best while avoiding the worst option: Consumer choice modeling via TOPSIS","year":2012,"lang":"en","type":"article","venue":"Journal of Information and Optimization Sciences","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"TOPSIS; Ideal solution; Similarity (geometry); Ideal (ethics); Computer science; Order (exchange); Field (mathematics); Marketing; Contrast (vision); Operations research; Mathematics; Economics; Business; Artificial intelligence","authors":[{"name":"S. K. Bhatt","is_ca":true},{"name":"Namita Bhatnagar","is_ca":true},{"name":"S. S. Appadoo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06443764092296299,"gpt":0.2715539619179331,"spread":0.2071163209949701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003858887,0.0008277585,0.0008376904,0.001365082,0.00107053,0.002661272,0.001246871,0.001460424,0.004872087],"category_scores_gemma":[0.005736324,0.0004717705,0.001167396,0.002392208,0.001148822,0.001541203,0.001510328,0.001503813,0.0002246964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002039391,"about_ca_system_score_gemma":0.001606706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009395044,"about_ca_topic_score_gemma":0.007236076,"domain_scores_codex":[0.9969825,0.002130391,0.00009928758,0.0002107036,0.0004293187,0.0001477965],"domain_scores_gemma":[0.9961113,0.003171488,0.0002314864,0.0000895727,0.0002861189,0.0001099841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000162745,0.0002011688,0.005792376,0.0002195984,0.0002718135,0.0003379418,0.001404278,0.8785297,0.0009623355,0.07740103,0.00100747,0.03370944],"study_design_scores_gemma":[0.00001177798,0.00006722046,0.0004365272,0.00002415756,0.00002149891,0.00002092117,0.0002554755,0.9794495,0.0001062319,0.01920839,0.0003807266,0.00001764841],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2665958,0.00033632,0.7192987,0.001309138,0.00004853715,0.0003584271,0.000199459,0.0001134711,0.01174014],"genre_scores_gemma":[0.9179015,0.0002205657,0.07991266,0.00005044412,0.00001218165,0.0002850157,0.00008167464,0.0000102337,0.001525832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009395044,"threshold_uncertainty_score":0.02040803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}