{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":64,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":64,"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":"71e9bb790af4","filters":{"topic":"Sustainability and Innovation in Business"}},"results":[{"id":"W4317725409","doi":"10.5267/j.jpm.2022.11.002","title":"Structural equation modeling of critical success factors in the programs of development regional","year":2023,"lang":"en","type":"article","venue":"Journal of Project Management","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Structural equation modeling; Cronbach's alpha; Process management; Computer science; Path analysis (statistics); Reliability (semiconductor); Critical success factor; Operations management; Operations research; Management science; Mathematics; Knowledge management; Business; Engineering; Statistics; Psychometrics; Physics","authors":[{"name":"Faiq M. S. Al-Zwainy","is_ca":false},{"name":"Mohammed Salim Kh. Al-Marsomi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1263087416364859,"gpt":0.3265631107660626,"spread":0.2002543691295767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001628357,0.0001072725,0.0002003323,0.0008977733,0.00007586738,0.00008223949,0.0003556713,0.00003543083,0.00001417649],"category_scores_gemma":[0.0002092578,0.00007177688,0.00006925161,0.001944629,0.00006804301,0.0008204741,0.0001160115,0.0001204353,0.000001255935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000057533,"about_ca_system_score_gemma":0.00006439486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001127531,"about_ca_topic_score_gemma":0.00001118473,"domain_scores_codex":[0.9981477,0.00002713315,0.0008507968,0.0001089759,0.0006861851,0.0001792563],"domain_scores_gemma":[0.9985834,0.00006734901,0.0004641103,0.0001223024,0.0007589384,0.000003922542],"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":[0.0007605609,0.001503115,0.3935197,0.01587525,0.0004001479,0.0001146739,0.01483701,0.06721191,0.0001024343,0.4450754,0.002776775,0.05782306],"study_design_scores_gemma":[0.002978781,0.000151805,0.5431449,0.001232641,0.0002494751,0.00001068469,0.1107763,0.2848,0.0001363106,0.04609019,0.009747644,0.0006812955],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951553,0.00001647355,0.002382372,0.001105793,0.0002430672,0.000385691,2.236242e-7,0.0000128589,0.0006982191],"genre_scores_gemma":[0.9990572,0.000004522795,0.0006503189,0.00009509692,0.0001401732,0.00001367749,0.00001369226,0.000007887258,0.00001742656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3989852,"threshold_uncertainty_score":0.2926976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3049595407","doi":"10.5430/rwe.v11n4p42","title":"Improving the Classification of Digital Marketing Tools for the Industrial Goods Promotion in the Globalization Context","year":2020,"lang":"en","type":"article","venue":"Research in World Economy","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Digital marketing; Context (archaeology); Mediation; Promotion (chess); Marketing; Goods and services; Data science; Business; Economics; World Wide Web; Sociology; Political science","authors":[{"name":"Анна Росохата","is_ca":false},{"name":"Olena Rybina","is_ca":false},{"name":"Anna Derykolenko","is_ca":false},{"name":"Viktoriia Makerska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2505250087699379,"gpt":0.342218866669966,"spread":0.0916938579000281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006524934,0.00007593615,0.0001048363,0.0001901859,0.0002405434,0.001029229,0.0004816912,0.00004319728,0.00003929824],"category_scores_gemma":[0.005173248,0.00004616409,0.00003591321,0.002368287,0.0001491938,0.001885936,0.0001309837,0.0002787383,0.000005790375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001061141,"about_ca_system_score_gemma":0.00008906166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001821235,"about_ca_topic_score_gemma":0.0001572938,"domain_scores_codex":[0.9988119,0.0001115252,0.000438799,0.0002003367,0.0001959196,0.0002415355],"domain_scores_gemma":[0.9974626,0.001731253,0.0002097199,0.0002173352,0.000374083,0.000005036273],"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":[0.0005330339,0.0001794251,0.2110594,0.0007240549,0.00001894635,8.095374e-7,0.000566201,0.0006428654,0.00005989737,0.3585195,0.007347573,0.4203483],"study_design_scores_gemma":[0.002517166,0.00004433078,0.2380635,0.0001812,0.00001704447,5.733434e-7,0.03426299,0.2503167,0.00005032519,0.02036189,0.4539038,0.0002804938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6069657,0.0001019692,0.004224399,0.346892,0.0003578485,0.007800391,0.00001174711,0.00004836109,0.03359757],"genre_scores_gemma":[0.9982006,0.000001643423,0.000006549337,0.0005820208,0.0008117271,0.0003266907,0.00003416761,0.00000805691,0.00002857338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4465562,"threshold_uncertainty_score":0.9924879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312185501","doi":"10.5267/j.uscm.2022.10.006","title":"Green human resource management and green supply Chain Management on Sustainable performance of nickel mining companies in Indonesia","year":2022,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Business; License; Sustainability; Audit; Certification; Work (physics); Supply chain; Environmental economics; Islam; Operations management; Environmental resource management; Marketing; Accounting; Economics; Engineering; Management; Computer science","authors":[{"name":"Nihayatul Maskuroh","is_ca":false},{"name":"Winda Widyanty","is_ca":false},{"name":"R. Nurhidajat","is_ca":false},{"name":"Irwanda Wisnu Wardhana","is_ca":false},{"name":"Mochammad Fahlevi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01458832200154481,"gpt":0.2252597721717035,"spread":0.2106714501701587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002763865,0.0007000714,0.0007364653,0.003300685,0.001213614,0.0002597015,0.001248422,0.00009917381,0.000538466],"category_scores_gemma":[0.0000136771,0.0007804674,0.0001364047,0.003800763,0.0003041476,0.0008667891,0.003217119,0.0004399035,0.00001716492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007048349,"about_ca_system_score_gemma":0.00001982438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001989477,"about_ca_topic_score_gemma":0.00009668547,"domain_scores_codex":[0.9946381,0.0001499068,0.001307606,0.001241463,0.001391613,0.00127132],"domain_scores_gemma":[0.9979129,0.00009267604,0.0006495155,0.00107941,0.0002202065,0.00004523724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001156116,0.001259027,0.2561152,0.01400061,0.0004262977,0.0008589602,0.001781685,0.02965944,0.00000939131,0.6522146,0.01180836,0.03071035],"study_design_scores_gemma":[0.007424688,0.0003550581,0.4009795,0.000621223,0.0002685519,0.000009075453,0.1400008,0.01547888,0.00001419737,0.00952946,0.4235914,0.001727148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290496,0.0001650896,0.00008843046,0.003914264,0.0002131586,0.003402275,0.00001298159,0.0002066638,0.0629475],"genre_scores_gemma":[0.9681227,0.00004698821,0.0004572776,0.003426396,0.0002100631,0.001266886,0.0003112945,0.0001035442,0.02605485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6426851,"threshold_uncertainty_score":0.9994646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012738082","doi":"10.5267/j.msl.2020.3.005","title":"Strategies and policies for developing SMEs based on creative economy","year":2020,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Business; Industrial organization; Knowledge management; Process management; Economic system; Marketing; Computer science; Economics","authors":[{"name":"Made Kembar Sri Budhi","is_ca":false},{"name":"Ni Putu Nina Eka Lestari","is_ca":false},{"name":"Ni Nyoman Reni Suasih","is_ca":false},{"name":"Putu Yudy Wijaya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02957610439992838,"gpt":0.252443078426418,"spread":0.2228669740264896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003560729,0.0001330415,0.0001113338,0.0003655033,0.0004569166,0.00136483,0.0003003481,0.00001434069,0.00002019016],"category_scores_gemma":[0.00008632706,0.0001236673,0.00002355895,0.001166839,0.0003871114,0.002596333,0.0001475816,0.00004200768,0.00001198692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005612171,"about_ca_system_score_gemma":0.0000188486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003491733,"about_ca_topic_score_gemma":0.000001089276,"domain_scores_codex":[0.9989921,0.000003388101,0.0001676744,0.0003816671,0.0001751152,0.0002799891],"domain_scores_gemma":[0.9996381,0.00003381207,0.0001011343,0.0001264572,0.00009015732,0.00001029716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004332711,0.00001567827,0.005875526,0.0006861162,0.00001029868,0.000002555643,0.0001837898,0.003499878,0.0002174148,0.9795358,0.007141767,0.002787919],"study_design_scores_gemma":[0.002107083,0.00005988316,0.2425956,0.0001453103,0.00006712782,2.843378e-7,0.03183806,0.1496763,0.0005210237,0.02783707,0.5440273,0.00112493],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3307897,0.000004536003,0.1421781,0.4615395,0.0002436526,0.001197425,0.000001315243,0.0002236008,0.06382216],"genre_scores_gemma":[0.8483161,4.885571e-7,0.002106879,0.1492466,0.0002201968,0.00007270621,0.000005158834,0.000008198987,0.00002375176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9516987,"threshold_uncertainty_score":0.9996719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3095572984","doi":"10.5267/j.msl.2020.10.010","title":"Enhancing innovation performance of small and medium enterprises in Malaysia","year":2020,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Business; Small and medium-sized enterprises; Industrial organization; Structural equation modeling; Affect (linguistics); Absorptive capacity; Sample (material); Government (linguistics); Stakeholder; Knowledge management; Index (typography); Knowledge transfer; Marketing; Management; Economics; Computer science","authors":[{"name":"Yee Yen Yuen","is_ca":false},{"name":"Xiang Ping Ng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01528389410664797,"gpt":0.2127971936802437,"spread":0.1975132995735957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007408614,0.0001030253,0.0001219131,0.0007929653,0.0001039956,0.0001529992,0.0003241419,0.00001641462,0.00002958934],"category_scores_gemma":[0.0001691188,0.000102627,0.000011047,0.004928935,0.0002893385,0.001625086,0.0003332286,0.00007298079,0.000009708303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003562985,"about_ca_system_score_gemma":0.000007087363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003368958,"about_ca_topic_score_gemma":0.000002983975,"domain_scores_codex":[0.9987865,0.000003880252,0.0003625209,0.0003122871,0.000300878,0.0002339055],"domain_scores_gemma":[0.9995077,0.00001160301,0.0002369498,0.000135842,0.0001010772,0.000006884879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005082478,0.00003839198,0.9395615,0.00159249,0.000006007053,0.000006938471,0.0003325087,0.001596251,0.03843367,0.01467392,0.0003536136,0.003353923],"study_design_scores_gemma":[0.0004361525,0.00001123376,0.9817961,0.00009723588,0.000009886604,2.894529e-7,0.000972455,0.01087908,0.002269095,0.0002122143,0.003131352,0.000184924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976128,0.000003087439,0.001877503,0.02007749,0.0001521251,0.0002405449,1.32726e-7,0.00003627285,0.001484848],"genre_scores_gemma":[0.9810691,0.000003453708,0.0006660866,0.01811044,0.0001146935,0.00001513947,0.000002841674,0.000006114843,0.00001206904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04223462,"threshold_uncertainty_score":0.4185006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3176261119","doi":"10.5267/j.uscm.2021.5.009","title":"The role of market uncertainty in fostering innovation and green supply chain management on the performance of tourism SMEs","year":2021,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Business; Tourism; Supply chain; Marketing; Structural equation modeling; Context (archaeology); Market orientation; Product (mathematics); Industrial organization; Supply chain management; Environmentally friendly; Exploit; Production (economics); Economics; Microeconomics","authors":[{"name":"Elza Syarief","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01260699074279591,"gpt":0.2188779648247008,"spread":0.2062709740819049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002550833,0.0003167394,0.0003394764,0.0006742868,0.0003562157,0.0001875922,0.0005616649,0.00007858451,0.000256753],"category_scores_gemma":[0.000146339,0.0002313,0.00006792023,0.003057476,0.0002508123,0.0004402428,0.001009157,0.0002115822,0.000004971645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001348223,"about_ca_system_score_gemma":0.00002751476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005249622,"about_ca_topic_score_gemma":0.0001305019,"domain_scores_codex":[0.9973664,0.00009074105,0.0009440551,0.0004917444,0.000631384,0.0004757353],"domain_scores_gemma":[0.9979571,0.0002735605,0.0004936496,0.000737548,0.00052763,0.0000104854],"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":[0.0004475547,0.0002638827,0.0524875,0.002359773,0.0001909769,0.00003781889,0.000437751,0.004799509,0.0001600599,0.700088,0.002705853,0.2360213],"study_design_scores_gemma":[0.003805573,0.0001386758,0.3680606,0.001699925,0.0001779636,0.000005293588,0.05863244,0.1265748,0.00132076,0.1292188,0.3091638,0.001201354],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445515,0.0002467961,0.00009759815,0.01324833,0.0002980949,0.001501257,0.000007983146,0.0000482673,0.04000016],"genre_scores_gemma":[0.9947019,0.0002565008,0.0001599545,0.001544161,0.0001662995,0.0002586933,0.00005372208,0.00003059088,0.002828153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5708692,"threshold_uncertainty_score":0.9432139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221101139","doi":"10.18280/ijsdp.170120","title":"MSMEs Business Sustainability Models in Indonesia","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sustainability; Competitive advantage; Nonprobability sampling; Business; Sustainable business; Competition (biology); Small and medium-sized enterprises; Resource (disambiguation); Industrial organization; Resource-based view; Marketing; Computer science; Population","authors":[{"name":"Muafi Muafi","is_ca":false},{"name":"Ratna Roostika","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01855248616249678,"gpt":0.2447474458548963,"spread":0.2261949596923996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001830849,0.0001663723,0.0002460173,0.001687568,0.000339612,0.0003207515,0.0004901706,0.00004410881,0.00008832702],"category_scores_gemma":[0.0004740529,0.0001694448,0.00003756892,0.001345778,0.00005576648,0.002768697,0.0005854103,0.0003376621,7.135077e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007208382,"about_ca_system_score_gemma":0.0006017415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001732134,"about_ca_topic_score_gemma":0.000002663066,"domain_scores_codex":[0.9979951,0.0000273892,0.0007522352,0.0002005015,0.0006931394,0.0003315973],"domain_scores_gemma":[0.9953281,0.00008110547,0.0005351476,0.00008433506,0.003955807,0.00001549012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001503263,0.0005349797,0.6047212,0.0006784994,0.0001430724,0.006157399,0.008432915,0.1442304,0.00001221068,0.21338,0.002423474,0.01778248],"study_design_scores_gemma":[0.002457602,0.00001935367,0.5154108,0.00009306146,0.00001822438,0.0001548107,0.2262785,0.003477287,0.00001677424,0.08702455,0.1645472,0.0005018181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926694,0.0002270441,0.001881878,0.002967713,0.0006821129,0.0002011773,5.888829e-7,0.00002123911,0.001348866],"genre_scores_gemma":[0.9981855,0.000004293169,0.0002855992,0.0007864705,0.0004107176,0.0000333366,0.00002141125,0.00001531081,0.0002573481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2178456,"threshold_uncertainty_score":0.6909756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3182488091","doi":"10.5267/j.msl.2021.5.006","title":"The role of inbound and outbound open innovation on firm performance in environmental turbulence era: Mediating of product and marketing innovation","year":2021,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Product innovation; Marketing; Business; Sample (material); Product (mathematics); Open innovation; Structural equation modeling; New product development; Process (computing); Industrial organization; Knowledge management; Computer science; Mathematics","authors":[{"name":"Edy Yulianto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009058035624548912,"gpt":0.2144363005457277,"spread":0.2053782649211788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003392989,0.00010385,0.0001195881,0.0005475383,0.0003947639,0.0004048044,0.0003363249,0.00001597149,0.000009116804],"category_scores_gemma":[0.0005541946,0.00008996188,0.000006141424,0.004079188,0.000564614,0.001896662,0.0007123213,0.0001003669,7.910241e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006306236,"about_ca_system_score_gemma":0.0000154733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003037868,"about_ca_topic_score_gemma":0.000003294376,"domain_scores_codex":[0.9985255,0.00001835175,0.0004765414,0.0003537386,0.0004218516,0.0002040264],"domain_scores_gemma":[0.9991746,0.00006979797,0.0003910495,0.000234592,0.0001266854,0.000003292566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007197523,0.00007576145,0.8007889,0.0004813432,0.000009428828,0.000002053845,0.0002223798,0.0003275958,0.02592954,0.0767706,0.00005347925,0.09526696],"study_design_scores_gemma":[0.0003207239,0.000006768363,0.9862019,0.000109689,0.000005926795,6.459625e-7,0.002327484,0.003388419,0.002697419,0.001539061,0.003284121,0.000117882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930133,0.00003230521,0.00002187988,0.004334603,0.0001252356,0.000395193,5.736262e-7,0.000006957274,0.002070015],"genre_scores_gemma":[0.9980359,0.00002202795,0.0003310136,0.00148845,0.00005144904,0.00002600764,0.000008962802,0.000005801947,0.00003038195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.185413,"threshold_uncertainty_score":0.3903538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2957778059","doi":"10.5267/j.msl.2019.7.007","title":"Identify factors affecting business efficiency of small and medium enterprises (SMEs): Evidence from Vietnam","year":2019,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Business; Small and medium-sized enterprises; Industrial organization; Small business; Marketing; Finance","authors":[{"name":"Thi Cam Thanh Tran","is_ca":false},{"name":"Ngoc Tien Nguyen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01744100123398103,"gpt":0.2426374362404003,"spread":0.2251964350064192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001339718,0.0002574559,0.0002871091,0.0008887083,0.000337676,0.0006642581,0.0009493234,0.0000423202,0.0001694797],"category_scores_gemma":[0.0004769021,0.0002300967,0.00005497832,0.003693374,0.0006196484,0.003395967,0.0009396574,0.0001215165,0.00005460482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008464087,"about_ca_system_score_gemma":0.0000162299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006625453,"about_ca_topic_score_gemma":0.00001118863,"domain_scores_codex":[0.9974608,0.00001652335,0.0004656627,0.0007748248,0.0007974542,0.0004847732],"domain_scores_gemma":[0.9985849,0.000162118,0.0004190628,0.0005458607,0.0002682854,0.00001975702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002518474,0.00006245491,0.9698179,0.0009288115,0.00001805419,0.000005946131,0.0003543323,0.0005152017,0.02652167,0.0005509358,0.000322872,0.0008766635],"study_design_scores_gemma":[0.0003243724,0.000006849033,0.9934232,0.0003885312,0.00004513277,3.38642e-7,0.002716969,0.0008082084,0.001063697,0.0002126046,0.0007270219,0.0002830408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877201,0.0000359842,0.005073355,0.004000628,0.001495651,0.000667068,0.000001053922,0.0001019771,0.0009041927],"genre_scores_gemma":[0.9970596,0.0000103631,0.000412645,0.002235459,0.0001724415,0.00001141481,0.000006920437,0.00001694102,0.00007417912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02545797,"threshold_uncertainty_score":0.9383073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2939038952","doi":"10.5539/ijef.v11n5p97","title":"The Impact of Foreign Direct Investment, Human Capital on Labour Productivity in Vietnam","year":2019,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Foreign direct investment; Productivity; Human capital; Economics; Foreign capital; Investment (military); Labour economics; Capital (architecture); Total factor productivity; Macroeconomics; Economic growth","authors":[{"name":"Nguyen Tan Vinh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01213465941229646,"gpt":0.2428358166216206,"spread":0.2307011572093241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004785624,0.00006675658,0.0001339451,0.0001592579,0.0000381169,0.0001028149,0.0001982988,0.00002205017,0.00001434353],"category_scores_gemma":[0.00009858164,0.00004798916,0.00005675347,0.00009193319,0.00005124299,0.0006957707,0.00004887997,0.00008486918,0.00000278383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008659448,"about_ca_system_score_gemma":0.00004032897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001701892,"about_ca_topic_score_gemma":0.00002864076,"domain_scores_codex":[0.99944,0.000004789001,0.0003346416,0.00008788687,0.00005605489,0.00007664476],"domain_scores_gemma":[0.9989609,0.00003727651,0.0005473178,0.00008299298,0.0003688354,0.000002705946],"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":[0.000160876,0.0001073393,0.1649464,0.00001373397,0.00004202046,0.00000185665,0.00004939833,0.01196695,0.0000432692,0.8202502,0.0001337177,0.002284227],"study_design_scores_gemma":[0.0009174512,0.00007781984,0.819328,0.00005984977,0.00000318083,0.000005883861,0.0001973948,0.001943439,0.00008009951,0.1633947,0.01388761,0.0001045845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924884,0.00005148379,0.00000156172,0.0007937559,0.0003690103,0.0000860399,0.000003393691,0.000001122245,0.006205264],"genre_scores_gemma":[0.9992796,0.0001054325,0.00001032295,0.0001567734,0.0003213467,0.000001861749,0.000001675867,0.000004948403,0.0001180637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6568555,"threshold_uncertainty_score":0.1956941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3151719700","doi":"10.5267/j.uscm.2021.2.008","title":"Optimizing the polymer waste supply chains based on circular economy","year":2021,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Circular economy; Supply chain; Sorting; Quality (philosophy); Production (economics); Industrial organization; Business; Environmental economics; Empirical research; Computer science; Economics; Microeconomics; Marketing","authors":[{"name":"Tetyana Skrypko","is_ca":false},{"name":"Nazariy Popadynets","is_ca":false},{"name":"Tetiana Yakhno","is_ca":false},{"name":"Роман Степанович Шулла","is_ca":false},{"name":"Тетяна Власенко","is_ca":false},{"name":"Inna Irtyshcheva","is_ca":false},{"name":"Yevheniia Boiko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01463685820713019,"gpt":0.2194389390629079,"spread":0.2048020808557778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001137101,0.0004576608,0.0003516819,0.0005742097,0.000750933,0.0008909085,0.0007249312,0.0001095747,0.002089915],"category_scores_gemma":[0.0001286416,0.0003877877,0.0002286712,0.002016028,0.0001744351,0.0007141992,0.000442957,0.0002914775,0.0002244141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002581428,"about_ca_system_score_gemma":0.00008438338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001900595,"about_ca_topic_score_gemma":0.00001783419,"domain_scores_codex":[0.9971474,0.00007369775,0.0006127802,0.0008479214,0.0005541133,0.0007641216],"domain_scores_gemma":[0.9978104,0.0001595102,0.0002725718,0.001236187,0.0004926999,0.00002859082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001636966,0.0006644431,0.007736716,0.001885716,0.0002728739,0.0004563044,0.0003348479,0.1236175,0.0000986651,0.8131887,0.03943296,0.01214755],"study_design_scores_gemma":[0.002283235,0.00002299128,0.002382653,0.0002257135,0.0001584997,0.000003644742,0.01171476,0.2317273,0.0004853924,0.007059777,0.7429695,0.0009665338],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08457135,0.001204834,0.06403229,0.2975499,0.004647037,0.005480691,0.00003590767,0.001230528,0.5412474],"genre_scores_gemma":[0.9359011,0.00001818164,0.0005081937,0.05505868,0.00141625,0.0004098626,0.0003148666,0.00008115065,0.006291708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8513297,"threshold_uncertainty_score":0.9998574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386015093","doi":"10.5267/j.ijdns.2023.6.013","title":"Informativeness of environmental, social and governance (ESG) data on investment decisions: The mediating role purpose of investment","year":2023,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Corporate governance; Business; Investment decisions; Investment (military); Open-ended investment company; Corporate social responsibility; Investment strategy; Sustainability; Mediation; Accounting; Return on investment; Finance; Economics; Public relations; Behavioral economics; Profit (economics); Microeconomics; Political science","authors":[{"name":"Husnah Husnah","is_ca":false},{"name":"Djayani Nurdin","is_ca":false},{"name":"Muhammad Yunus Kasim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05758760572157941,"gpt":0.3083405038875864,"spread":0.250752898166007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002191927,0.00007191962,0.0001275928,0.0001415529,0.000194646,0.0001425302,0.001641736,0.00001875416,0.000009922855],"category_scores_gemma":[0.0007803371,0.00004940872,0.00001270318,0.0006334122,0.0005674626,0.003397266,0.001973103,0.0000889659,0.00000129481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002984241,"about_ca_system_score_gemma":0.00007720478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002234256,"about_ca_topic_score_gemma":0.000003515436,"domain_scores_codex":[0.9984506,0.00001310218,0.0004748762,0.0001500658,0.0007958321,0.0001155679],"domain_scores_gemma":[0.9984542,0.0002336633,0.0007870517,0.0002786004,0.0002352338,0.00001131446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004750043,0.0003685124,0.1077136,0.0001374944,0.0001969477,0.00002255058,0.002112523,0.003520031,0.00121255,0.2007834,0.01761115,0.6658462],"study_design_scores_gemma":[0.001448091,0.00007059002,0.7093846,0.0004928486,0.00006102815,0.00002587849,0.005823234,0.06878842,0.0001979592,0.03528759,0.1781624,0.000257336],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944767,0.000271682,0.0007876388,0.003040737,0.0006451389,0.0001481838,0.0001435423,0.000005659875,0.000480708],"genre_scores_gemma":[0.9973544,0.0003983184,0.0002510943,0.001434891,0.0004851067,0.000001420355,0.00006650394,0.00000333148,0.000004939713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6655889,"threshold_uncertainty_score":0.3050781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406809244","doi":"10.18280/ijsdp.200130","title":"Key Drivers and Barriers to Circular Economy Practices in the Global Textile and Fashion Industries: Sustainable Strategies for the Indonesian Batik Industry","year":2025,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Universitas Islam Indonesia; Universitas Sebelas Maret","keywords":"Indonesian; Business; Textile; Key (lock); Textile industry; Circular economy; Commerce; Sustainable development; Economy; Industrial organization; Engineering; Economics; Geography; Computer science; Political science; Computer security","authors":[{"name":"Feris Firdaus","is_ca":false},{"name":"Prabang Setyono","is_ca":false},{"name":"Evi Gravitiani","is_ca":false},{"name":"Eko Liquiddanu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01932773425680337,"gpt":0.2797745342368338,"spread":0.2604467999800304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001641063,0.0001422684,0.0001547075,0.0004998234,0.000495051,0.001582677,0.0003372821,0.0001178628,0.00001149306],"category_scores_gemma":[0.001751405,0.0001030033,0.00001764094,0.00070154,0.0000926436,0.002518078,0.0001954822,0.0002992873,1.656307e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002039168,"about_ca_system_score_gemma":0.0007809112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001486111,"about_ca_topic_score_gemma":0.00001007923,"domain_scores_codex":[0.9989434,0.00002138884,0.0004021769,0.0001670835,0.0002046114,0.0002613295],"domain_scores_gemma":[0.9978178,0.0003080757,0.0004452133,0.00006638306,0.00133915,0.00002342892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003291733,0.00003436226,0.5517488,0.0005163296,0.0001967175,0.0002792111,0.008937774,0.001747292,0.000001602345,0.428552,0.003880816,0.003775948],"study_design_scores_gemma":[0.0006331315,0.00001041452,0.1070917,0.0000804983,0.00002351475,0.00001655434,0.6261006,0.0002266187,0.000002793788,0.01123947,0.2544684,0.0001062422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761628,0.0002339588,0.002251548,0.01817952,0.0001840065,0.0004633715,7.485072e-7,0.000007499315,0.002516568],"genre_scores_gemma":[0.9967037,0.000009716065,0.0001234692,0.002734376,0.000188159,0.00003988109,0.000005317003,0.000004993497,0.0001903856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6171628,"threshold_uncertainty_score":0.9994538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3213744751","doi":"10.5267/j.uscm.2021.8.011","title":"The role of innovative ideas in business sustainability: Evidence from textile industry","year":2021,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sustainability; Business; Supply chain; Production (economics); Textile; Textile industry; Indonesian; Business process; Marketing; Process (computing); Supply chain management; Industrial organization; Economics; Computer science; Work in process","authors":[{"name":"Sasiwimon Wongwilai","is_ca":false},{"name":"Pongtep Phudetch","is_ca":false},{"name":"Pitiphoj Saelek","is_ca":false},{"name":"Aekachai Khuptawatin","is_ca":false},{"name":"Kitichai Wongcharoensin","is_ca":false},{"name":"Sarawut Chaitongrat","is_ca":false},{"name":"Ronnakorn Vaiyavuth","is_ca":false},{"name":"Kittisak Jermsittiparsert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01423006162063471,"gpt":0.2510735745426459,"spread":0.2368435129220113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001785249,0.0003549169,0.0004225174,0.0005273288,0.0003347136,0.0004118398,0.0008060946,0.0002224697,0.0004955527],"category_scores_gemma":[0.003092968,0.0003060531,0.00007758635,0.009169254,0.0003709394,0.00134441,0.001035322,0.0004771333,0.0000238327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004766297,"about_ca_system_score_gemma":0.0003085333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004873979,"about_ca_topic_score_gemma":0.0005586561,"domain_scores_codex":[0.9967721,0.0001065519,0.001023035,0.0007399887,0.0007151053,0.0006432474],"domain_scores_gemma":[0.9935739,0.0005753394,0.0004784285,0.001043932,0.004310919,0.00001746828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000285366,0.0004505335,0.4606679,0.001055753,0.0001326531,0.0001517877,0.0005905795,0.004944392,0.0001620665,0.4441617,0.003072023,0.08432521],"study_design_scores_gemma":[0.0009802385,0.000009631187,0.4648339,0.0005199695,0.00004275491,0.000001140376,0.05784385,0.003477124,0.0003176167,0.2782145,0.1932203,0.000538907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467601,0.001620493,0.001125474,0.03135671,0.0007978614,0.001908122,0.00001503618,0.0001549511,0.01626132],"genre_scores_gemma":[0.9962125,0.00009831457,0.0002550621,0.001414634,0.0004100966,0.0002986395,0.0001028019,0.00003695454,0.001170958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1901483,"threshold_uncertainty_score":0.9999391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118722389","doi":"10.5539/res.v6n4p135","title":"Fundamental Basis and Connection of Modern Entrepreneurial Logistics and SCM","year":2014,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Outsourcing; Basis (linear algebra); Character (mathematics); Identification (biology); Rationalism; Computer science; Business; Management science; Sociology; Process management; Epistemology; Economics; Marketing; Mathematics; Philosophy","authors":[{"name":"Oleksandr Velychko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0425695834085241,"gpt":0.276132555822184,"spread":0.2335629724136599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007656129,0.00008713495,0.000280736,0.00006201737,0.00006798519,0.00001979242,0.00005101457,0.000008565462,0.00001507279],"category_scores_gemma":[0.001533781,0.00007077504,0.00002679258,0.0001816855,0.0002078486,0.0002072392,0.0002144672,0.00002978399,0.000002999869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005946297,"about_ca_system_score_gemma":0.000002717411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008421241,"about_ca_topic_score_gemma":9.84145e-7,"domain_scores_codex":[0.9993168,0.00004192992,0.0003356372,0.0001427005,0.00009475881,0.00006819714],"domain_scores_gemma":[0.9990937,0.00008021099,0.0002772937,0.0001194157,0.0004258989,0.000003487392],"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":[0.0001198518,0.0002808982,0.1560636,0.1881392,0.0003616642,0.000004273605,0.0004201242,0.00004140877,0.0005451179,0.1628052,0.0123025,0.4789162],"study_design_scores_gemma":[0.0033344,0.0002061175,0.326989,0.0209988,0.001271052,0.00001320484,0.002731469,0.001948656,0.0002089936,0.0235618,0.6176967,0.001039776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8126432,0.1469439,0.002108301,0.00337167,0.0008516893,0.0008310887,0.000007795981,0.00008890138,0.03315343],"genre_scores_gemma":[0.975068,0.02371158,0.0000799215,0.0007929013,0.0002997364,0.000002361739,0.000004400013,0.000008563565,0.00003252012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6053942,"threshold_uncertainty_score":0.2886122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2575564384","doi":"10.5539/ass.v13n2p21","title":"Technological Determinism in Patterns of Communication and Social Behavior Change in Indonesian Society","year":2017,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Investment (military); Technological determinism; The Internet; Marketing; Public relations; Business; Economics; Sociology; Computer science; Political science; Law; Social science","authors":[{"name":"Wiryanta Muljono","is_ca":false},{"name":"Sri Setiyawati","is_ca":false},{"name":"Budhi Haryanto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04692346419937671,"gpt":0.3131635193659396,"spread":0.2662400551665629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009007117,0.000072853,0.0001347845,0.0001610294,0.0008121753,0.0002337308,0.000601594,0.0001129099,0.00001159554],"category_scores_gemma":[0.0001148025,0.00007413837,0.00002559765,0.0005354212,0.00169898,0.00173202,0.0004719065,0.0001434531,0.000001044327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006191892,"about_ca_system_score_gemma":0.0000274478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008687113,"about_ca_topic_score_gemma":0.0002667093,"domain_scores_codex":[0.9991975,0.000009129869,0.000204272,0.0001891392,0.0001958956,0.0002041076],"domain_scores_gemma":[0.9994158,0.000008688399,0.0002524742,0.0001846369,0.0001347701,0.000003679269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003128651,0.00006679462,0.7406456,0.0000341729,4.014109e-7,0.00000134555,0.001125844,5.053771e-9,0.0001530634,0.06384801,0.000003423751,0.1941182],"study_design_scores_gemma":[0.0002597576,0.000002661432,0.9921713,0.00001587604,0.000002750468,2.397842e-7,0.004506074,0.00003385196,0.00002438696,0.002662741,0.0002358588,0.00008445702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898312,0.000002666268,0.00001769491,0.00519072,0.00004678949,0.0002867469,0.000001182505,0.00001901074,0.004604001],"genre_scores_gemma":[0.9994507,0.000002640212,0.00004495724,0.0002874271,0.0001034953,0.0001007413,0.000002495349,0.000003905831,0.000003570422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2515258,"threshold_uncertainty_score":0.6259965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033930796","doi":"10.5539/jms.v10n1p189","title":"Impact of Business Incubators’ Facilities on Entrepreneurial Ecosystem Creation: A Case of Business Incubator in Jordan","year":2020,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Incubator; Entrepreneurship; Business; Context (archaeology); Business plan; Ecosystem services; Marketing; Ecosystem; Finance; Ecology","authors":[{"name":"Ibrahim Adnan Al-Shamaileh","is_ca":false},{"name":"Ezgi Yıldırım Saatçi","is_ca":false},{"name":"Patrick Ekpenyong Eyamba","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01491429561270367,"gpt":0.249646310907403,"spread":0.2347320152946993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001439689,0.0003120918,0.0008317666,0.00094474,0.0001043712,0.0001359359,0.0003092058,0.000115857,0.0001502739],"category_scores_gemma":[0.002150557,0.0002602352,0.0001929383,0.002909801,0.000199491,0.00149158,0.0002971268,0.0002262027,0.000001121839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003229319,"about_ca_system_score_gemma":0.0002823485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008888518,"about_ca_topic_score_gemma":0.00005591989,"domain_scores_codex":[0.9971699,0.0001031785,0.001602322,0.0003454994,0.0004710804,0.0003080797],"domain_scores_gemma":[0.993792,0.0001696989,0.001284542,0.0003278058,0.004384555,0.00004141316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004998825,0.001459325,0.8987916,0.02339449,0.0003166222,0.001150124,0.00215742,0.01841734,0.00001301709,0.03388687,0.0009617163,0.01445273],"study_design_scores_gemma":[0.004981796,0.0002739075,0.9512121,0.0003128636,0.0001861557,0.00006815577,0.02216841,0.002862593,0.00002807197,0.01260946,0.00482449,0.0004720072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955142,0.00006262055,0.0005082383,0.002182185,0.000237642,0.0007117483,0.00001291381,0.00001825201,0.000752194],"genre_scores_gemma":[0.9993294,0.00002677118,0.00004738547,0.00009846503,0.0004189407,0.00001253625,0.000007360132,0.00001809082,0.00004106413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05242056,"threshold_uncertainty_score":0.999985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400473815","doi":"10.5267/j.uscm.2024.6.008","title":"Assessing the role of green supply chain management on operational performance: mediating role of information technology infrastructure, internal and external integration Indonesian manufacturing","year":2024,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Business; Indonesian; Supply chain; Supply chain management; Process management; Industrial organization; Operations management; Knowledge management; Marketing; Computer science","authors":[{"name":"Zeplin Jiwa Husada Tarigan","is_ca":false},{"name":"Hotlan Siagian","is_ca":false},{"name":"Sautma Ronni Basana","is_ca":false},{"name":"Thuraiya Mohd","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005310093285710407,"gpt":0.2250344586237237,"spread":0.2197243653380133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001080133,0.0003177958,0.0002719246,0.001694294,0.0002917357,0.0006252522,0.0004889697,0.0001194671,0.0001514793],"category_scores_gemma":[0.00004735829,0.0002480767,0.00006797029,0.001083901,0.0002009966,0.002642019,0.0004930403,0.0003254542,0.0000128567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730859,"about_ca_system_score_gemma":0.0000283177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003298896,"about_ca_topic_score_gemma":0.00001064452,"domain_scores_codex":[0.9977355,0.0000334075,0.0008670725,0.00035583,0.0006710741,0.0003371142],"domain_scores_gemma":[0.9989172,0.00007685579,0.0004065101,0.0003352206,0.0002493414,0.00001491481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007228195,0.00004843873,0.03606655,0.001666163,0.000120999,0.000005945843,0.0007573934,0.005440827,0.0002983117,0.3456359,0.00009078489,0.6097964],"study_design_scores_gemma":[0.001651417,0.0001152753,0.3611532,0.002377194,0.0002297421,0.00001718486,0.06112391,0.4094038,0.008439411,0.1104858,0.04415487,0.0008481781],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765857,0.0002018872,0.008079326,0.002301995,0.0004836837,0.001245744,0.00001102736,0.0001518766,0.0109387],"genre_scores_gemma":[0.9968306,0.00006452681,0.001824043,0.0005021931,0.0003250252,0.0001643229,0.0001415012,0.00002527972,0.0001224827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6089482,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404584226","doi":"10.3390/jrfm17120528","title":"Accounting Outsourcing in Tourism SMEs and Financial Risk Mitigation","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Business; Outsourcing; Tourism; Accounting; Financial risk; Finance; Geography; Marketing","authors":[{"name":"Ioulia Poulaki","is_ca":false},{"name":"Anna Kyriakaki","is_ca":false},{"name":"Eleni Mavragani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0050210560849437,"gpt":0.2040620055065271,"spread":0.1990409494215834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001593231,0.0001707826,0.000259203,0.0009302374,0.000237838,0.0005509973,0.0001182937,0.00008886399,0.00001576506],"category_scores_gemma":[0.0006649151,0.0001538344,0.00006817906,0.0009744228,0.00006839836,0.001615835,0.0001597155,0.0003888811,0.000005353527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005793394,"about_ca_system_score_gemma":0.00003267077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002390194,"about_ca_topic_score_gemma":0.00005720532,"domain_scores_codex":[0.9986328,0.0000205095,0.0006234715,0.000231413,0.0002603956,0.0002314395],"domain_scores_gemma":[0.9992054,0.00008148072,0.0003939632,0.00009294679,0.0002130532,0.00001315509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001374107,0.00008110362,0.250539,0.001220764,0.00001825506,0.0001947597,0.0009018829,0.0004929455,0.000009018118,0.05611433,0.003827313,0.6864632],"study_design_scores_gemma":[0.0007878463,0.00002036724,0.7217816,0.0004792947,0.0001296568,0.000009263184,0.001201881,0.002434467,0.000005138967,0.05686998,0.2160471,0.0002333248],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807914,0.001392242,0.01490312,0.0005536571,0.001120107,0.0002025725,0.000002660966,0.00003232215,0.00100188],"genre_scores_gemma":[0.9961889,0.0009554875,0.0005622297,0.0003882717,0.001828986,0.000006691779,0.000002282892,0.00001560187,0.00005151249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6862299,"threshold_uncertainty_score":0.6273186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390543726","doi":"10.1051/bioconf/20248202035","title":"Issues of improving financing of agricultural clusters","year":2024,"lang":"en","type":"article","venue":"BIO Web of Conferences","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Agriculture; Agricultural productivity; Quarter (Canadian coin); Agricultural economics; Agricultural development; Business; Economic growth; Natural resource economics; Geography; Economics","authors":[{"name":"Ilhom Sayitkulovich Оchilov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02026113414452907,"gpt":0.2405855097735665,"spread":0.2203243756290374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002538539,0.00008884379,0.0001999617,0.0002228678,0.00002956511,0.000073045,0.0001676426,0.00004853985,0.0001512708],"category_scores_gemma":[0.0001721632,0.00006434952,0.00005721248,0.0007049813,0.0001472187,0.0006295725,0.00007849018,0.00004608599,0.0000035849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007785941,"about_ca_system_score_gemma":0.0001819208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008508591,"about_ca_topic_score_gemma":0.00003058495,"domain_scores_codex":[0.9992074,0.000004985041,0.0003817364,0.0001319282,0.0001720173,0.0001019758],"domain_scores_gemma":[0.9989715,0.00004710818,0.0002281865,0.00009709207,0.0006533539,0.000002749543],"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":[0.00004831092,0.000107429,0.1845948,0.01113379,0.00007919422,0.00000174279,0.0004678911,0.00009167924,0.02476103,0.7385163,0.003525713,0.03667212],"study_design_scores_gemma":[0.0005358146,0.00007061809,0.8548788,0.001702163,0.000139803,0.000001396105,0.0158662,0.007694569,0.03688173,0.007599788,0.07412345,0.0005056295],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875039,0.0004185555,0.0001363963,0.000991364,0.0004733353,0.0001095014,0.000002232,0.00003838456,0.01032631],"genre_scores_gemma":[0.9994695,0.00001236151,0.00006769927,0.00003423404,0.000209886,0.000003743523,0.000009001265,0.000003961101,0.0001895679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7309165,"threshold_uncertainty_score":0.2624097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312672569","doi":"10.55365/1923.x2022.20.49","title":"Influence of Closed-Loop Technologies on Local Development of Communities and Formation of Their Social and Economic Security","year":2022,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sustainable development; Resource (disambiguation); Natural resource; State (computer science); Social security; Economic system; Work (physics); Economic security; Economics; Business; Economic growth; Ecology; Computer science; Market economy","authors":[{"name":"Olena Shebanіna","is_ca":false},{"name":"Iurii Kormyshkin","is_ca":false},{"name":"Valentyna Umanska","is_ca":false},{"name":"Iryna Allakhverdiyeva","is_ca":false},{"name":"Georgiy Reshetilo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0201457585622717,"gpt":0.2220086134567789,"spread":0.2018628548945071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004000404,0.00006177962,0.0002704218,0.00008006154,0.00009539133,0.000006283083,0.00009079469,0.00002254641,0.000003234779],"category_scores_gemma":[0.00001738973,0.00006108417,0.00001645222,0.00008140199,0.0002268371,0.0002888363,0.000215326,0.00005266727,7.398698e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002332327,"about_ca_system_score_gemma":0.00002991087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007100318,"about_ca_topic_score_gemma":0.00002007821,"domain_scores_codex":[0.9994304,0.000006316332,0.0004323175,0.00006283897,0.00001949869,0.00004869953],"domain_scores_gemma":[0.9992208,0.00002901758,0.0005762721,0.00008797405,0.00008502445,9.144432e-7],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007140571,0.0001017927,0.008851323,0.03160661,0.00002629869,6.831559e-8,0.001286479,0.0009899614,0.00001930494,0.7467407,0.0001440265,0.210162],"study_design_scores_gemma":[0.003162551,0.0003231959,0.3290426,0.00865316,0.0001332301,0.000009574671,0.0467168,0.03565768,0.006323688,0.1581775,0.4104508,0.001349245],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954847,0.003802054,0.00001229688,0.0003432861,0.0000182086,0.0001471704,0.00001258348,0.000003478327,0.0001762625],"genre_scores_gemma":[0.9795128,0.02031052,0.00004336737,0.0001019013,0.000005073559,0.00001433822,0.000007966416,0.000002620333,0.00000138704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5885632,"threshold_uncertainty_score":0.249094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163214137","doi":"10.5267/j.msl.2021.4.010","title":"A study on the success factors for knowledge management in supply chains of electronics industry","year":2021,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Electronics; Business; Knowledge management; Supply chain; Marketing; Engineering; Computer science","authors":[{"name":"Vichayanan Rattanawiboonsom","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03411957846509052,"gpt":0.2810651190036407,"spread":0.2469455405385502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001679482,0.0002020428,0.0001960103,0.0008501962,0.000375488,0.0003573837,0.0009267095,0.00004286369,0.00004919492],"category_scores_gemma":[0.0001733745,0.0001592775,0.00006120739,0.005222725,0.0002763849,0.0008259389,0.0005415537,0.0002245865,0.000009287074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000203741,"about_ca_system_score_gemma":0.00002265532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002758438,"about_ca_topic_score_gemma":0.00003984246,"domain_scores_codex":[0.9978997,0.00002356343,0.0004051847,0.0005695504,0.0005569796,0.0005450324],"domain_scores_gemma":[0.9989324,0.0001086524,0.0001856958,0.0005836121,0.0001798321,0.000009789348],"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":[0.00004705316,0.001318413,0.3330957,0.0005475145,0.00008099475,0.00003985978,0.0008792083,0.0009436058,0.0003135479,0.6556473,0.004220596,0.002866233],"study_design_scores_gemma":[0.001472827,0.00003428808,0.9105912,0.0001022871,0.00007321997,2.920324e-7,0.0608685,0.0009546591,0.0006070603,0.001748521,0.02315395,0.0003931265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973567,0.000008692321,0.0003818115,0.01332974,0.0004189563,0.001545647,0.000001176292,0.00003850446,0.01070844],"genre_scores_gemma":[0.9940307,0.000002546846,0.00005193576,0.005119117,0.00009985358,0.0002443675,0.000008074635,0.0000151579,0.0004282769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6538988,"threshold_uncertainty_score":0.6495147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200087331","doi":"10.26480/mecj.02.2021.45.50","title":"TRADE DEFICIT IN NEPAL: A REVIEW ON CURRENT TRADE DEFICIT, CAUSES AND SOLUTIONS","year":2021,"lang":"en","type":"review","venue":"Malaysian E Commerce Journal","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Balance of trade; International trade; Globalization; Economics; Trade barrier; Business; Commercial policy; Devaluation; International economics; Currency; Market economy","authors":[{"name":"Dikshya Mahat","is_ca":false},{"name":"Lenin Shumsher Kunwar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1047415876607407,"gpt":0.337617859264269,"spread":0.2328762716035283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001440841,0.0006930964,0.002094004,0.001076451,0.0005154354,0.0007523497,0.0005450447,0.0002581382,0.0003561875],"category_scores_gemma":[0.0006954632,0.0006023829,0.0005527362,0.002740797,0.0001245099,0.0008252351,0.0002622139,0.002000633,0.00003975321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003419569,"about_ca_system_score_gemma":0.000304159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002620205,"about_ca_topic_score_gemma":0.00002266074,"domain_scores_codex":[0.9963223,0.0002284732,0.001708784,0.0005599706,0.0004727452,0.0007076995],"domain_scores_gemma":[0.9979643,0.000223934,0.001081577,0.000514622,0.0001651533,0.00005045341],"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":[0.000004815496,0.0003429744,0.0003676749,0.06234561,0.0000508327,0.00008439553,0.00002132103,0.00001215873,3.900096e-8,0.01047642,0.02133309,0.9049607],"study_design_scores_gemma":[0.0002936407,0.00001091393,0.00116747,0.08524127,0.0006544786,0.00029652,0.0001797176,0.00004714721,6.357555e-9,0.0002059706,0.9113532,0.0005496654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007992116,0.987189,0.00009376678,0.009971792,0.0008504401,0.0007889267,0.00001255693,0.00005368821,0.0009598976],"genre_scores_gemma":[0.0001940676,0.9946911,0.00003634531,0.003354937,0.001375765,0.00009138211,0.0001430323,0.00008649949,0.00002687804],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.904411,"threshold_uncertainty_score":0.9996427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198802397","doi":"10.5267/j.ijdns.2021.7.009","title":"The role of social media marketing in attracting investment capital in industrial parks in the context of COVID-19","year":2021,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Investment (military); Business; Context (archaeology); Social capital; Work (physics); Capital (architecture); Industrial park; Marketing; Position (finance); Finance; Politics; Political science; Geography","authors":[{"name":"Thanh Thuy Cu","is_ca":false},{"name":"Thi Yen Le","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05496194565420044,"gpt":0.3114795867882451,"spread":0.2565176411340447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008539473,0.00005209941,0.0001226077,0.0001953556,0.0001040666,0.0001788632,0.0009305685,0.00003004443,0.00001574862],"category_scores_gemma":[0.006949985,0.0000356774,0.00001664823,0.001097098,0.0003291891,0.00140342,0.0003845912,0.0002181553,1.092171e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006746668,"about_ca_system_score_gemma":0.0003943196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001973141,"about_ca_topic_score_gemma":0.0008143967,"domain_scores_codex":[0.9985228,0.00007599503,0.0005941672,0.0001197186,0.0005546501,0.0001327075],"domain_scores_gemma":[0.9976512,0.001130306,0.0005998416,0.0001073704,0.000503424,0.000007832238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004901762,0.0001940333,0.8550434,0.00003414627,0.00002041771,0.00005681413,0.004144886,0.0008112781,0.000290687,0.06498326,0.00119096,0.07273997],"study_design_scores_gemma":[0.0029189,0.00001331534,0.7575643,0.0003731012,0.00001728685,0.00004543766,0.1435874,0.009922138,0.00008171591,0.02920434,0.05608453,0.000187497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931459,0.0002550258,0.00001754692,0.005592062,0.0005085145,0.0000580424,0.000004607068,8.028595e-7,0.0004175274],"genre_scores_gemma":[0.9984176,0.00004526346,0.00004411176,0.0007971216,0.0006820282,0.000001178642,0.00001001488,0.000001767414,9.749098e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1394425,"threshold_uncertainty_score":0.8320284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2578490222","doi":"","title":"Ethnic Identity and Psycho-Social Well-being among New Canadian Migrants","year":2013,"lang":"en","type":"article","venue":"","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ethnic group; Immigration; Multiculturalism; Identity (music); Affirmative action; Social identity theory; Immigration policy; Equity (law); Social exclusion; Political science; Ideology; Sociology; Gender studies; Categorization; Social integration; Social group; Social science; Politics; Law","authors":[{"name":"Kon K. Madut","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02134674640949026,"gpt":0.2535836265202555,"spread":0.2322368801107653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000251048,0.0001386976,0.0001371727,0.0003574957,0.000390054,0.0007204954,0.0001884177,0.0001062015,0.00439576],"category_scores_gemma":[0.0001163084,0.0001356402,0.0000356176,0.001234694,0.00009109696,0.004471924,0.00007686501,0.0001252755,0.0005392296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005380845,"about_ca_system_score_gemma":0.00005514367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7220427,"about_ca_topic_score_gemma":0.310819,"domain_scores_codex":[0.9989737,0.000006371928,0.0002417688,0.0002494877,0.0001752252,0.0003534626],"domain_scores_gemma":[0.9993683,0.000015232,0.00008632329,0.0001423955,0.0003522723,0.00003551919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006992621,0.00003156469,0.6323592,0.0001984237,0.00002510146,0.00000400762,0.0003876044,0.000003655929,0.00003481126,0.1886681,0.1503499,0.02793066],"study_design_scores_gemma":[0.0002940868,0.000001214358,0.9183511,0.0000118758,0.00001173483,4.541894e-7,0.0009769484,0.0003784134,0.000003574591,0.04505338,0.03472456,0.0001926773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8872454,0.00002068087,0.0003008845,0.009006583,0.000405714,0.0002953076,1.841852e-7,0.00009310507,0.1026322],"genre_scores_gemma":[0.9879039,0.00000332359,0.00006458367,0.006850759,0.001068552,0.00001573479,0.00001051134,0.00001635787,0.004066288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4112237,"threshold_uncertainty_score":0.9965144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1859569756","doi":"10.3968/j.css.1923669720100603.007","title":"Craftermakers:A Significant Study on Entreprenueurial Creativity and Competitive Advantage","year":2010,"lang":"en","type":"article","venue":"Canadian social science","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Creativity; Craft; Entrepreneurship; Competitive advantage; Productivity; Context (archaeology); Business; Marketing; Management; Business administration; Industrial organization; Classical economics; Economics; Psychology; Economic growth; Social psychology; Geography","authors":[{"name":"Muhammad Abi Sofian Abdul Halim","is_ca":false},{"name":"Azman Che Mat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01270734978566768,"gpt":0.2554117173780472,"spread":0.2427043675923795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006213645,0.0001038849,0.0001092254,0.0002885113,0.0007647152,0.0004869857,0.0002428879,0.00003961624,0.000209352],"category_scores_gemma":[0.0005118612,0.0001030312,0.00001728614,0.001048482,0.0007946259,0.0009044525,0.00007396523,0.0001751364,0.00003703593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025549,"about_ca_system_score_gemma":0.0002131308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007236362,"about_ca_topic_score_gemma":0.00759772,"domain_scores_codex":[0.9989266,0.00000996544,0.0001231482,0.0003389389,0.0002702021,0.0003311334],"domain_scores_gemma":[0.9993548,0.00003437347,0.00007331905,0.0001432598,0.0003480147,0.00004621835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001824069,0.00008385678,0.7764051,0.00001133265,0.00000298836,0.00002415192,0.0006116615,1.459974e-7,0.0009724315,0.2181614,0.000333359,0.003375364],"study_design_scores_gemma":[0.0004749032,0.0000197684,0.8538088,0.000005770697,0.00001160197,5.486031e-7,0.01613576,0.00003710561,0.00005265311,0.002011584,0.1271886,0.0002528575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9089036,5.027684e-7,0.000006492243,0.001281903,0.0006382251,0.00031068,0.000007017023,0.00002865778,0.08882293],"genre_scores_gemma":[0.9974937,9.359709e-8,0.000007295308,0.001477656,0.0009266966,0.00001542369,0.000003089405,0.000006203858,0.00006984121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2161498,"threshold_uncertainty_score":0.9993745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408160767","doi":"10.18280/ijsdp.200221","title":"The Role of Green Supply Chain Management and Green Innovation Towards the Sustainable Firm Performance of Eco-Print Businesses in Indonesia","year":2025,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Universitas Islam Indonesia","keywords":"Business; Green innovation; Supply chain; Industrial organization; Supply chain management; Sustainable development; Eco-innovation; Sustainability; Marketing","authors":[{"name":"Dessy Isfianadewi","is_ca":false},{"name":"Tri Lestari Wahyuning Utami","is_ca":false},{"name":"Sita Dewi Kusumaningrum","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009892750206102877,"gpt":0.2286868997563154,"spread":0.2187941495502125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001867648,0.0001429298,0.0002097856,0.0012665,0.0002583176,0.0001965626,0.0004334195,0.00005223583,0.000008185626],"category_scores_gemma":[0.0002286172,0.00009966953,0.00002323547,0.001602628,0.0001315475,0.001052708,0.0004359977,0.0001675634,1.780333e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001332276,"about_ca_system_score_gemma":0.0002304072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006490293,"about_ca_topic_score_gemma":0.00001103988,"domain_scores_codex":[0.9983485,0.00001730016,0.0008616544,0.00013071,0.0003963012,0.000245556],"domain_scores_gemma":[0.9957891,0.0001125621,0.0006825985,0.00009804322,0.003311499,0.000006252298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006061541,0.00007474522,0.6548219,0.001343003,0.0001777702,0.00008937426,0.002009975,0.0007226592,0.00002462216,0.2569681,0.0001392751,0.08302243],"study_design_scores_gemma":[0.0008167527,0.00001322253,0.847746,0.00035758,0.00002138082,0.000008402926,0.07833899,0.0009370724,0.0003713559,0.01626193,0.05500407,0.0001232361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937412,0.000669955,0.0001982189,0.002912865,0.0001672308,0.0002797742,3.606678e-7,0.000006012866,0.002024356],"genre_scores_gemma":[0.9981239,0.00008397614,0.0001543605,0.0002176616,0.0001134519,0.00001848653,0.000007528005,0.000007232691,0.001273398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2407062,"threshold_uncertainty_score":0.4064406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213168961","doi":"10.5267/j.ac.2022.1.003","title":"Factors affecting the implementation of Strategic Management Accounting (SMA): An Empirical evident from medium - sized enterprises of Vietnam","year":2022,"lang":"en","type":"article","venue":"Accounting","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Business; SMA*; Context (archaeology); Competitive advantage; Strategic management; Small and medium-sized enterprises; Stakeholder; Quality (philosophy); Accounting; Process management; Marketing; Computer science; Management; Finance; Economics","authors":[{"name":"Doi Thi Thu Trang","is_ca":false},{"name":"Truong Thanh Han","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05383789112273665,"gpt":0.3231051088264572,"spread":0.2692672177037206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002120632,0.0002988588,0.0004142096,0.0004235164,0.0008731033,0.0003368837,0.000815339,0.0000552119,0.001410012],"category_scores_gemma":[0.0001503988,0.0002465963,0.0001613382,0.001707352,0.0001116434,0.002021716,0.000957987,0.0002971046,0.000004015149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013816,"about_ca_system_score_gemma":0.00008693453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003167671,"about_ca_topic_score_gemma":0.0001833267,"domain_scores_codex":[0.9969069,0.00009247613,0.001102421,0.0004834271,0.0009905039,0.0004243228],"domain_scores_gemma":[0.9970703,0.0003506845,0.001521633,0.0005098625,0.0005364487,0.00001106612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007912137,0.0002530439,0.9883822,0.0005564945,0.00014558,0.000003692925,0.001855442,0.0006199953,0.001584054,0.003226431,0.0002845245,0.003009467],"study_design_scores_gemma":[0.000999499,0.00003300679,0.6870895,0.00007376591,0.000217016,8.013393e-7,0.3030506,0.001596149,0.0007713753,0.004165164,0.001638985,0.0003641039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964554,0.00005693136,0.0001607627,0.0007185732,0.0008334283,0.0007039143,0.00001547313,0.0001029151,0.0009526192],"genre_scores_gemma":[0.9982644,0.000003537084,0.0001233808,0.0007119052,0.0005786608,0.00007651014,0.0001893391,0.00004221328,0.00001002138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3012927,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307961371","doi":"10.5430/jct.v11n8p173","title":"University Students’ Awareness of the ‘Business Incubators’ Concept and Their Role in Advancing Socio-Economic Development","year":2022,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Unemployment; Poverty; Economic growth; Economic stability; Phenomenon; Public relations; Business; Psychology; Political science; Economics","authors":[{"name":"Khawlah M. AL-Tkhayneh","is_ca":false},{"name":"Huda A. Alhajjaj","is_ca":false},{"name":"Amoura H. Aboutaleb","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005847653517911319,"gpt":0.214240750394164,"spread":0.2083930968762526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001251171,0.00009854575,0.0002202429,0.0002380025,0.0005501883,0.00006733392,0.0002776775,0.00002435409,0.00002381595],"category_scores_gemma":[0.0000972081,0.00007410557,0.0000345534,0.0002537298,0.00006446413,0.0008424881,0.0005504841,0.0002939666,1.144638e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001863774,"about_ca_system_score_gemma":0.0001268723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004103206,"about_ca_topic_score_gemma":0.00003433598,"domain_scores_codex":[0.9991809,0.00005900585,0.0003545132,0.0001087611,0.0001718376,0.00012499],"domain_scores_gemma":[0.9991594,0.00004826892,0.0005535707,0.00007344499,0.0001569189,0.000008425845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001693327,0.0001078965,0.9844971,0.00007198418,0.00001896018,0.000003200218,0.002033615,0.00146996,0.00005155434,0.005346075,0.00006736323,0.006315312],"study_design_scores_gemma":[0.001277364,0.00001051718,0.8679588,0.0001141678,0.00002229854,0.00002090863,0.09449747,0.0008585943,0.00002696305,0.001368599,0.03366979,0.0001745502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985226,0.000132092,0.0002215163,0.000513251,0.0003461713,0.00009149203,9.456073e-7,0.000005342792,0.0001665931],"genre_scores_gemma":[0.9996799,0.000005216555,0.00004825748,0.0001167388,0.0001244151,9.209832e-7,0.000001249637,0.000006249552,0.00001705694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1165384,"threshold_uncertainty_score":0.4231659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310870443","doi":"10.18280/ijsdp.170715","title":"The Emergence of Innovation Capability During Firms’ Early Stage: Cases from Indonesian Creative Social Enterprise","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Direktorat Jenderal Pendidikan Tinggi; Universitas Pelita Harapan","keywords":"Creativity; Knowledge management; Innovation management; Empirical research; Business; Perspective (graphical); Marketing; Psychology; Computer science","authors":[{"name":"Devanny Gumulya","is_ca":false},{"name":"John Tampil Purba","is_ca":false},{"name":"Evo Sampetua Hariandja","is_ca":false},{"name":"Rudy Pramono","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01891489219931829,"gpt":0.2572700241053298,"spread":0.2383551319060115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001139883,0.0001209721,0.0001675369,0.0005442704,0.0009218006,0.0002242395,0.0003751559,0.00003048032,0.0002009834],"category_scores_gemma":[0.0007953757,0.0001046173,0.00003469901,0.0008901081,0.00008879471,0.001171216,0.000370686,0.0002399376,4.727139e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800992,"about_ca_system_score_gemma":0.0002215608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005822789,"about_ca_topic_score_gemma":0.0000046931,"domain_scores_codex":[0.9981832,0.00003243137,0.0008275571,0.0001382124,0.00062569,0.0001929283],"domain_scores_gemma":[0.9954702,0.0001371027,0.001102015,0.00006254603,0.00322035,0.000007795305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003028924,0.0002791556,0.911354,0.0003001587,0.0004991756,0.001247837,0.02112315,0.0018212,0.0003302458,0.04785358,0.00177822,0.01038437],"study_design_scores_gemma":[0.0008094748,0.00001808563,0.7980035,0.00003982959,0.00001652127,0.00001404146,0.1612402,0.00009354684,0.0003389296,0.003121912,0.03613498,0.0001690161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976115,0.00008911003,0.0003700646,0.0008311245,0.0005408369,0.0001346781,0.000005785272,0.00001041337,0.0004065229],"genre_scores_gemma":[0.9989155,0.000003863173,0.0001353879,0.0001243049,0.0004183162,0.0000177153,0.00003060355,0.000009009827,0.0003452767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.140117,"threshold_uncertainty_score":0.7089838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2878338684","doi":"10.18413/2075-4458-2018-45-1-97-103","title":"THE PROBLEMS OF THE STUDY OF THE PEASANTRY RELIGIOUSNESS IN THE LAST QUARTER OF XIX-th– EARLY XX-th CENTURIES REVISITED (BASED ON THE MATERIALS OF TAMBOV DIOCESE)","year":2018,"lang":"en","type":"article","venue":"Scientific bulletins of the Belgorod State University Series History Political science","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); History; Ancient history; Period (music); Philosophy; Archaeology","authors":[{"name":"I.S. Sviridov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0114175955366687,"gpt":0.1903247687515026,"spread":0.1789071732148338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00427705,0.0001718079,0.0002844723,0.0002009816,0.001505867,0.0001161978,0.003403369,0.00004315392,0.0000893476],"category_scores_gemma":[0.001154179,0.00007517645,0.0001286624,0.0029287,0.01469473,0.0004011211,0.0008107874,0.0001730456,0.000002001029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001984655,"about_ca_system_score_gemma":0.0003745747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243311,"about_ca_topic_score_gemma":0.0003779212,"domain_scores_codex":[0.9969401,0.0003595608,0.0005854727,0.0003621398,0.001293101,0.0004595897],"domain_scores_gemma":[0.9955944,0.0002961667,0.0009028911,0.001480604,0.00170861,0.00001732125],"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":[0.001531363,0.002916184,0.08214506,0.002081433,0.00009941939,0.000002382383,0.03407261,0.0006402032,0.01739804,0.8307942,0.02812737,0.0001917369],"study_design_scores_gemma":[0.00148509,0.0003764606,0.7597219,0.0008566243,0.0002055594,0.000001464464,0.0945657,0.0002658673,0.01241877,0.008382981,0.1212563,0.0004633126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987072,0.00001449357,0.000006577769,0.008352956,0.001080033,0.0009272649,0.00004746991,0.000009255684,0.002489986],"genre_scores_gemma":[0.9990895,0.000001460855,0.000005693912,0.0002464495,0.00003770913,0.000002740511,0.000001078165,0.00000656463,0.0006088249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8224112,"threshold_uncertainty_score":0.9997941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2811143373","doi":"10.5539/ies.v11n7p54","title":"The Significance of the Logo of NEOM in Plasticizing Contemporary Abstract Artworks","year":2018,"lang":"en","type":"article","venue":"International Education Studies","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Logo (programming language); Plastic arts; Visual arts; Art; The arts; Applied arts; Value (mathematics); Fine art; Contemporary art; Art history; Computer science; Performance art; Programming language","authors":[{"name":"Elham Abdullah Rayes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0660855983180527,"gpt":0.3394980847354557,"spread":0.273412486417403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003918918,0.00006597354,0.00009821253,0.0001111388,0.0001344246,0.00004054954,0.0002823428,0.00002202057,0.00002928159],"category_scores_gemma":[0.002153149,0.00004170519,0.0000317936,0.0004774689,0.0004215696,0.0003681821,0.0001092682,0.00006975707,0.000006584919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004740755,"about_ca_system_score_gemma":0.0001408272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003412353,"about_ca_topic_score_gemma":0.00009304723,"domain_scores_codex":[0.9992106,0.000008130054,0.0004000375,0.0001032461,0.0002051298,0.00007288557],"domain_scores_gemma":[0.9958755,0.0002868562,0.0004306915,0.0001372436,0.003267898,0.000001833866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002243473,0.0004813673,0.617564,0.0003197565,0.0001943655,3.287802e-7,0.001592487,0.0003970075,0.0006266952,0.2963026,0.06329669,0.01900042],"study_design_scores_gemma":[0.0002384991,0.000005679383,0.7987692,0.0002364023,0.000008688284,3.66373e-7,0.01412789,0.0002733793,0.0005067379,0.03075503,0.1549825,0.00009567186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648735,0.0004288308,0.0001075061,0.01039948,0.006255311,0.0002293075,0.000001666774,0.00001111569,0.01769327],"genre_scores_gemma":[0.9982632,0.00001283809,0.00002916784,0.0006069247,0.0007089417,0.00004030561,0.000002704026,0.000004541585,0.0003313688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2655475,"threshold_uncertainty_score":0.2577676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209481045","doi":"","title":"An Exploratory Study of Collaboration between Youth and Local Organizations working on Sustainable Development Projects in Canada","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Exploratory research; Political science; Sustainable development; Public relations; Knowledge management; Business; Sociology; Social science; Computer science","authors":[{"name":"Amrita Jassar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01365637611385457,"gpt":0.193507940469125,"spread":0.1798515643552704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002258174,0.0001749103,0.0003357058,0.0006407834,0.0002530511,0.00006708834,0.0001802686,0.0001090115,0.00003437332],"category_scores_gemma":[0.00005847261,0.0002191535,0.00001040792,0.00243177,0.00003393264,0.0007894583,0.00007781705,0.0001392314,6.21149e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004916117,"about_ca_system_score_gemma":0.001829408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8644068,"about_ca_topic_score_gemma":0.9875243,"domain_scores_codex":[0.9988835,0.00003638888,0.0002403952,0.0003251965,0.0003249409,0.0001895839],"domain_scores_gemma":[0.9975569,0.0000201192,0.0003737329,0.0001957326,0.001840613,0.00001295202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002386485,0.0006125743,0.3755992,0.002382925,0.0001004037,0.00008368961,0.6155554,0.001875305,0.0000405223,0.0009793601,0.0001710635,0.002360897],"study_design_scores_gemma":[0.0005518505,0.00002595037,0.1292445,0.000153113,0.00005552293,2.79856e-8,0.8694381,0.00008304451,0.0001104792,0.00001901274,0.0001359634,0.000182452],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990404,0.00001154113,0.00001583541,0.0001175696,0.0001119987,0.0005723316,0.00000314136,0.00001741876,0.0001097572],"genre_scores_gemma":[0.9953656,0.000002243446,0.00004235228,0.00001952822,0.00004310902,0.000001750181,0.001002329,0.00001955117,0.003503562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2538826,"threshold_uncertainty_score":0.8936818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385973861","doi":"10.5267/j.uscm.2023.7.021","title":"The effects of innovation strategy and good corporate governance on sustainable company performance: The mediating role of value chain","year":2023,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Respondent; Business; Sample (material); Value (mathematics); Corporate governance; Reliability (semiconductor); Test (biology); Marketing; Industrial organization; Statistics; Mathematics","authors":[{"name":"Ernie Riswandari","is_ca":false},{"name":"Wahyudin Zarkasyi","is_ca":false},{"name":"Harry Suharman","is_ca":false},{"name":"Muhammad Dahlan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01121890334912238,"gpt":0.2169308951107598,"spread":0.2057119917616374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00270295,0.0002423656,0.0002636852,0.000363312,0.0006232621,0.0001858011,0.0004742627,0.00006273112,0.00001389466],"category_scores_gemma":[0.0006349011,0.0001648768,0.00003977066,0.004648441,0.0002893864,0.0004764124,0.0004018511,0.0001767676,0.000009375238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000930801,"about_ca_system_score_gemma":0.00004262075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000371851,"about_ca_topic_score_gemma":0.000008067712,"domain_scores_codex":[0.9978127,0.00005576827,0.0007086043,0.0003201235,0.00062096,0.000481799],"domain_scores_gemma":[0.9971847,0.0005071929,0.001056735,0.0004704241,0.0007725702,0.00000838199],"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":[0.00009663969,0.00006470449,0.01462608,0.002958094,0.00006250493,0.000006644183,0.0002637846,0.009822488,0.0001693324,0.9422847,0.001921839,0.02772318],"study_design_scores_gemma":[0.002775629,0.0002450763,0.5232262,0.0006240924,0.0001348726,0.000001043312,0.04373331,0.1769349,0.001480685,0.1389967,0.1111399,0.0007076433],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839829,0.0001655778,0.0001054009,0.002943667,0.0003520781,0.001737624,0.000004760874,0.000103137,0.01060486],"genre_scores_gemma":[0.9965683,0.0002047981,0.00003428386,0.0005307205,0.0002218615,0.0002105001,0.00006803837,0.00002719075,0.002134334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.803288,"threshold_uncertainty_score":0.6723482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2601681378","doi":"10.17722/ijme.v8i2.891","title":"The implementation of Accounting Standards, a necessity of global financial reporting and accounting standards for businesses.","year":2017,"lang":"en","type":"article","venue":"International Journal of Management Excellence","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Accounting; Accounting standard; International Financial Reporting Standards; Financial accounting; Business; Interpretation (philosophy); Accounting information system; Generally Accepted Auditing Standards; Mark-to-market accounting; Management accounting; Computer science","authors":[{"name":"Shefket Zeqir Jakupi","is_ca":false},{"name":"Bedri Statovci","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01595241658951977,"gpt":0.3408976914722501,"spread":0.3249452748827303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005497315,0.0001493451,0.0002923018,0.0001632437,0.0005864197,0.0007356683,0.0009182548,0.00004421777,0.00003079756],"category_scores_gemma":[0.004479069,0.0001216224,0.0001163159,0.000222693,0.0002291529,0.002364366,0.0005316109,0.00009429539,1.911687e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001891615,"about_ca_system_score_gemma":0.000258999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003400535,"about_ca_topic_score_gemma":0.00009236093,"domain_scores_codex":[0.9965841,0.00001060091,0.001672653,0.0001909247,0.001336918,0.0002048607],"domain_scores_gemma":[0.9823179,0.0001011268,0.008670946,0.0002540138,0.008646833,0.000009146215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009266525,0.0001259144,0.6341779,0.001657424,0.0003116027,0.00003418255,0.0001598836,0.0002138043,0.0001802554,0.1031162,0.005290382,0.2538058],"study_design_scores_gemma":[0.002749293,0.00003925642,0.8888562,0.0007691811,0.0001760926,0.00001669508,0.005006271,0.0006777224,0.0003970588,0.02979448,0.07125083,0.0002669503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705234,0.0001798304,0.02013412,0.004915571,0.00206764,0.000396415,0.00005425559,0.00001153874,0.001717196],"genre_scores_gemma":[0.998104,0.0001360489,0.0008060641,0.0001452127,0.0007664828,0.000009229103,0.000004448763,0.000009709921,0.00001876205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2546783,"threshold_uncertainty_score":0.7094066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391060472","doi":"10.5267/j.uscm.2023.12.009","title":"The relationship of inspirational leadership and green supply chain management to reinforce the performance of SMEs","year":2024,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Supply chain management; Structural equation modeling; Likert scale; Supply chain; Business; Marketing; Performance management; Knowledge management; Reliability (semiconductor); Problem statement; Simple random sample; Process (computing); Scale (ratio); Delivery Performance; Process management; Operations management; Computer science; Psychology; Management science; Economics","authors":[{"name":"Sri Umiyati","is_ca":false},{"name":"Sri Wahyuni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03452065748141718,"gpt":0.2474115741369546,"spread":0.2128909166555374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002244723,0.0002692721,0.0002205584,0.0006157935,0.0005443818,0.0003364277,0.000620361,0.00006655903,0.000214178],"category_scores_gemma":[0.000141785,0.0001846293,0.00008687924,0.002164946,0.0003487577,0.0007109037,0.000484103,0.0001918329,0.00005522643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009845258,"about_ca_system_score_gemma":0.00002941365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002723192,"about_ca_topic_score_gemma":0.00004642921,"domain_scores_codex":[0.9977008,0.00004457711,0.0007468447,0.0004131061,0.000685217,0.0004094681],"domain_scores_gemma":[0.9984512,0.000434106,0.0002241531,0.0005764092,0.0002962242,0.00001785507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001269016,0.00003849678,0.02706894,0.004138319,0.0001480945,0.000006845983,0.0006337478,0.005701067,0.000008699675,0.8986607,0.007619673,0.05584853],"study_design_scores_gemma":[0.000959849,0.00009841508,0.3034345,0.001103297,0.0002343098,0.000003301919,0.01871039,0.05697611,0.00005688323,0.0250783,0.5926907,0.0006539632],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7298056,0.002135841,0.006109903,0.1813437,0.00171996,0.007916094,0.0000354509,0.000468994,0.0704644],"genre_scores_gemma":[0.9793833,0.00007142987,0.0002904214,0.002055733,0.000312228,0.0003026451,0.00005617765,0.00003103708,0.01749698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8735824,"threshold_uncertainty_score":0.7528966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886359011","doi":"10.5430/ijba.v9n5p71","title":"Significance of Strategic Management in the Development of International Businesses-A Visionary Approach","year":2018,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Business; Marketing; Strategic planning; Strategic financial management; Profit impact of marketing strategy; Strategic management; Customer needs; Competitive advantage; Strategic alliance; Industrial organization; Process management; Alliance","authors":[{"name":"Azzam A. Abou-Moghli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0513622926684769,"gpt":0.2995116665708145,"spread":0.2481493739023376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001288627,0.0001654535,0.000240875,0.0008470158,0.0000661236,0.0001592804,0.001073865,0.00006795577,0.0001357713],"category_scores_gemma":[0.0001688084,0.0001286959,0.00006943998,0.001383169,0.0002098577,0.00138214,0.0001111823,0.0001272242,0.000005571403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000864737,"about_ca_system_score_gemma":0.0003160219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002435421,"about_ca_topic_score_gemma":0.00002054114,"domain_scores_codex":[0.9970999,0.00002521956,0.001419507,0.0001856723,0.001133215,0.0001364958],"domain_scores_gemma":[0.9922879,0.00006475208,0.001528647,0.0001811941,0.005929858,0.000007673732],"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":[0.006497266,0.0102761,0.0737049,0.002560199,0.001215515,0.0002524382,0.003065013,0.006180646,0.01086216,0.8110797,0.001632847,0.07267316],"study_design_scores_gemma":[0.003935433,0.0001044032,0.9141744,0.0007553317,0.0001202222,0.0001503086,0.01683133,0.005915232,0.002567282,0.03335057,0.02146952,0.0006258982],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564459,0.00002793432,0.01706518,0.002674109,0.002081195,0.0003209349,0.000004026199,0.00001109058,0.02136962],"genre_scores_gemma":[0.9936956,0.00001212492,0.004762518,0.0002177539,0.001201726,0.00001507431,0.00006167708,0.00001178287,0.00002174273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8404695,"threshold_uncertainty_score":0.5248066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234189239","doi":"10.1016/s0306-3747(20)30044-0","title":"Eastman sees sales and earnings fall in fourth quarter and full-year 2019","year":2020,"lang":"en","type":"article","venue":"Additives for Polymers","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","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":"Earnings; Quarter (Canadian coin); Net income; Agricultural economics; Demographic economics; Business; Economics; Finance; Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01116805810002067,"gpt":0.213432063010934,"spread":0.2022640049109133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001130833,0.0001333366,0.0001587053,0.0001528024,0.0001077791,0.0001417702,0.0000754298,0.00005122054,0.0001172463],"category_scores_gemma":[0.0002117372,0.0001322114,0.00002842921,0.0003297158,0.0001463822,0.0007637647,0.00007571017,0.00008310454,0.00001865679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008375253,"about_ca_system_score_gemma":0.00001338155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000158195,"about_ca_topic_score_gemma":0.00004171392,"domain_scores_codex":[0.9992391,0.00000773111,0.0001816161,0.0002731257,0.00008831071,0.0002101029],"domain_scores_gemma":[0.9996424,0.00008055729,0.0001023391,0.00006581342,0.000092643,0.0000162237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001631218,0.0002069765,0.75516,0.002665392,0.0001781198,0.00002018334,0.007440924,0.00005105781,0.002212319,0.1272568,0.06147755,0.04169948],"study_design_scores_gemma":[0.002656626,0.0001155631,0.7510254,0.0001029223,0.00004407438,0.000002285,0.02299987,0.002862517,0.00004905846,0.001721464,0.2178272,0.0005930113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861462,0.0001190858,0.0003166894,0.01147743,0.00009355489,0.0002992192,0.00002475417,0.00005084174,0.001472279],"genre_scores_gemma":[0.9964509,0.00001291417,0.0001381881,0.002696727,0.0004021357,0.00002980407,0.00009272939,0.00001891609,0.0001576715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1563497,"threshold_uncertainty_score":0.5391424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6968701263","doi":"10.5281/zenodo.6633825","title":"Ovintiv data analysis","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","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":"Natural gas; Natural gas industry; Corporation; Petroleum industry; Oil and natural gas; Fossil fuel; Production (economics); Capital (architecture); Cash flow","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06460685755155564,"gpt":0.2537469902786804,"spread":0.1891401327271247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001512148,0.0001017672,0.000133746,0.0007809791,0.004312972,0.001293279,0.002047898,0.000022416,0.06937877],"category_scores_gemma":[0.0008760715,0.0001166503,0.00004683459,0.004863896,0.00009700479,0.001194357,0.006813948,0.0002241207,0.002386772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221335,"about_ca_system_score_gemma":0.000003188662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001053704,"about_ca_topic_score_gemma":5.685997e-7,"domain_scores_codex":[0.9984776,0.00008260319,0.000247911,0.0004770302,0.0004529221,0.0002619755],"domain_scores_gemma":[0.9980755,0.00001481774,0.0001560692,0.0009699417,0.0007685856,0.00001509638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001090296,0.0003812117,0.0003476526,0.0001501332,0.000279112,0.00001832831,0.0002491859,0.002317648,0.0002349098,0.1447942,0.7807342,0.07038438],"study_design_scores_gemma":[0.0002198511,0.00001171779,0.003989799,0.000001603078,0.00007885918,0.000006419283,0.0009689014,0.007604304,0.000002138816,0.0009005654,0.9860749,0.0001409914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.149154,0.0001190912,0.03437701,0.0178745,0.000970849,0.00146026,0.0007995567,0.004135416,0.7911094],"genre_scores_gemma":[0.9850661,0.000002965284,0.00009016012,0.001349522,0.0004068626,8.489803e-8,0.01180486,0.0004528227,0.0008266184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8359122,"threshold_uncertainty_score":0.9997435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886643439","doi":"","title":"Kronos Q4 income up on higher TiO2 sales, prices","year":2017,"lang":"eo","type":"article","venue":"Industrial Minerals","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","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":"Climb; Quarter (Canadian coin); Agricultural economics; Net income; Economics; Monetary economics; Business; Demographic economics; Commerce; Geography; Engineering; Finance; Archaeology","authors":[{"name":"Kasia Patel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1113833884717383,"gpt":0.3019616643890305,"spread":0.1905782759172922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001230275,0.0005959545,0.0007151411,0.0005421942,0.001455387,0.003603093,0.001408875,0.000789876,0.003563081],"category_scores_gemma":[0.002873925,0.000560081,0.0001970739,0.0007141695,0.0004209099,0.003575515,0.000669248,0.000768741,0.002204701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215541,"about_ca_system_score_gemma":0.0001990085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002287197,"about_ca_topic_score_gemma":0.00004689706,"domain_scores_codex":[0.9966271,0.0000517492,0.001059018,0.0008159432,0.0006805488,0.0007656409],"domain_scores_gemma":[0.9955498,0.0001960755,0.001671557,0.001571706,0.0009630768,0.00004777728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007701186,0.0004528051,0.06787656,0.0004796966,0.000183188,0.00005151022,0.00007486296,0.0000801683,0.0003793056,0.1024284,0.8101594,0.01706401],"study_design_scores_gemma":[0.003436363,0.00005229892,0.0763327,0.0004473833,0.0001079073,8.629298e-7,0.0001160664,0.0000733237,0.00006193579,0.002096959,0.9165985,0.0006756766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7573718,0.0001503824,0.000009969634,0.04292621,0.02512027,0.001389468,0.00004322661,0.0002135111,0.1727752],"genre_scores_gemma":[0.8208725,0.00001425134,0.00001889102,0.002274798,0.02553001,0.00007194609,0.0001212308,0.00007522344,0.1510212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1064392,"threshold_uncertainty_score":0.9998446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7114810464","doi":"10.5281/zenodo.17878295","title":"SELF-TAPE EVALUATION CRITERIA AND THE STANDARDIZATION OF CASTING IN THE DIGITAL ENVIRONMENT","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainability and Innovation in Business","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":"Outotec (Canada)","funders":"","keywords":"Standardization; Transparency (behavior); Relevance (law); Work (physics); Process (computing); Casting; Quality (philosophy); Set (abstract data type)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02422580923950192,"gpt":0.2464978969930003,"spread":0.2222720877534984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002399016,0.00006652698,0.00008139403,0.0001843354,0.0008308296,0.0009932789,0.0003232846,0.0000246437,0.0008336021],"category_scores_gemma":[0.001335982,0.00004801802,0.00001725805,0.000748065,0.0001658524,0.000556071,0.0004300207,0.00008883739,0.00006116337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007051748,"about_ca_system_score_gemma":0.00000366624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001389056,"about_ca_topic_score_gemma":1.936487e-7,"domain_scores_codex":[0.9990775,0.0001169019,0.0002341394,0.0001580661,0.0003005979,0.0001127696],"domain_scores_gemma":[0.9991041,0.00005263378,0.0001148044,0.0002029369,0.0005220054,0.000003450018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005848589,0.0004839819,0.0006867724,0.001355772,0.00007848691,0.000003447416,0.005926135,0.002853345,0.0005406643,0.5445879,0.03457219,0.4083264],"study_design_scores_gemma":[0.001472687,0.00001393056,0.007976813,0.00003967706,0.00003503389,0.000004232037,0.003278052,0.02333135,0.00002420254,0.006165167,0.9575713,0.00008758164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5361397,0.0003538225,0.04939323,0.02009753,0.0003117738,0.003736581,0.00004938534,0.0004294007,0.3894885],"genre_scores_gemma":[0.9992608,0.00001177458,0.00004214914,0.0003006216,0.00007350088,2.267337e-7,0.0002023105,0.00007728312,0.00003128243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9229991,"threshold_uncertainty_score":0.9578212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7114768887","doi":"10.5281/zenodo.17877046","title":"SELF-TAPE EVALUATION CRITERIA AND THE STANDARDIZATION OF CASTING IN THE DIGITAL ENVIRONMENT","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainability and Innovation in Business","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":"Outotec (Canada)","funders":"","keywords":"Standardization; Transparency (behavior); Relevance (law); Work (physics); Process (computing); Casting; Quality (philosophy); Set (abstract data type)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02422580923950192,"gpt":0.2464978969930003,"spread":0.2222720877534984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002399016,0.00006652698,0.00008139403,0.0001843354,0.0008308296,0.0009932789,0.0003232846,0.0000246437,0.0008336021],"category_scores_gemma":[0.001335982,0.00004801802,0.00001725805,0.000748065,0.0001658524,0.000556071,0.0004300207,0.00008883739,0.00006116337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007051748,"about_ca_system_score_gemma":0.00000366624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001389056,"about_ca_topic_score_gemma":1.936487e-7,"domain_scores_codex":[0.9990775,0.0001169019,0.0002341394,0.0001580661,0.0003005979,0.0001127696],"domain_scores_gemma":[0.9991041,0.00005263378,0.0001148044,0.0002029369,0.0005220054,0.000003450018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005848589,0.0004839819,0.0006867724,0.001355772,0.00007848691,0.000003447416,0.005926135,0.002853345,0.0005406643,0.5445879,0.03457219,0.4083264],"study_design_scores_gemma":[0.001472687,0.00001393056,0.007976813,0.00003967706,0.00003503389,0.000004232037,0.003278052,0.02333135,0.00002420254,0.006165167,0.9575713,0.00008758164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5361397,0.0003538225,0.04939323,0.02009753,0.0003117738,0.003736581,0.00004938534,0.0004294007,0.3894885],"genre_scores_gemma":[0.9992608,0.00001177458,0.00004214914,0.0003006216,0.00007350088,2.267337e-7,0.0002023105,0.00007728312,0.00003128243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9229991,"threshold_uncertainty_score":0.9578212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312802139","doi":"10.55365/1923.x2022.20.42","title":"Introduction of Internal Audit as an Innovative Tool for Improving the Economic Efficiency of Enterprises","year":2022,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Fixed asset; Business; Production (economics); Context (archaeology); Quality (philosophy); Consumption (sociology); Audit; Industrial organization; Investment (military); Commerce; Economics; Accounting","authors":[{"name":"Iryna Mustetsa","is_ca":false},{"name":"Svitlana Luchyk","is_ca":false},{"name":"Yulia Manachynska","is_ca":false},{"name":"Vasil Luchyk","is_ca":false},{"name":"Volodymyr Yevdoshchak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0094236653935416,"gpt":0.2290722695880199,"spread":0.2196486041944782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008798758,0.00006761376,0.0002404516,0.00007588796,0.00008858337,0.00001601215,0.0001836424,0.00001153885,0.00007427087],"category_scores_gemma":[0.0001824978,0.00005906573,0.00004374557,0.0001935778,0.00008955228,0.0004145381,0.0001418441,0.00004684589,5.530879e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004531927,"about_ca_system_score_gemma":0.00007189628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000128455,"about_ca_topic_score_gemma":0.000002518226,"domain_scores_codex":[0.9992038,0.000007678242,0.0005360401,0.0001580124,0.00002447283,0.00006996729],"domain_scores_gemma":[0.9986018,0.00003578617,0.0009298085,0.000180605,0.0002508489,0.000001152262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000150828,0.0001225069,0.003457003,0.009941415,0.00002715775,7.328381e-8,0.0001445651,0.002177156,0.0001162015,0.8912107,0.001212075,0.09144031],"study_design_scores_gemma":[0.000892733,0.000270337,0.008392441,0.0005416684,0.00006525056,0.000005685097,0.0009077202,0.02628114,0.0008650172,0.01740304,0.944023,0.0003519404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957976,0.001785888,0.0003149526,0.001179461,0.0002992727,0.0004065794,0.00001872193,0.000002655186,0.0001948441],"genre_scores_gemma":[0.996143,0.002713873,0.000110304,0.0006282616,0.0002869202,0.00006428762,0.00001786118,0.00000678363,0.00002875073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.942811,"threshold_uncertainty_score":0.240863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385694000","doi":"10.1155/2023/9868534","title":"Retracted: The Comparison of Financing Efficiency of Small and Medium Enterprises in Economically Underdeveloped Regions in China: A Perspective Study","year":2023,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":true,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"China; Perspective (graphical); Business; Finance; Industrial organization; Natural resource economics; Environmental economics; Economics; Computer science; Geography","authors":[{"name":"Journal of Advanced Transportation","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02068099532737509,"gpt":0.2791449802021563,"spread":0.2584639848747812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006567772,0.00007306251,0.000255898,0.0005214454,0.00003861669,0.00001423534,0.000110883,0.000034493,0.000003543976],"category_scores_gemma":[0.0003667154,0.00005834707,0.0000316338,0.001263102,0.00005799736,0.0005590137,0.000006786969,0.000185686,1.6251e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005308509,"about_ca_system_score_gemma":0.0000684133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002714735,"about_ca_topic_score_gemma":0.001757699,"domain_scores_codex":[0.9988586,0.00001492664,0.0007984312,0.0001001396,0.0001363593,0.00009149226],"domain_scores_gemma":[0.9984494,0.0001115057,0.0008987085,0.00006721049,0.000469248,0.000003919643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003451887,0.0004337023,0.9181718,0.0001738988,0.00001461052,0.000008615933,0.01580128,0.06127461,0.0004388525,0.002737126,0.000008247662,0.000592041],"study_design_scores_gemma":[0.001009731,0.00004946606,0.9317154,0.0001230982,0.00001682305,3.337074e-7,0.06293938,0.000348868,0.00005851701,0.003664247,0.00002378297,0.00005036315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975682,0.00003765209,0.000672291,0.001272336,0.0001378525,0.0002520454,7.683863e-7,0.000005871938,0.00005295587],"genre_scores_gemma":[0.9997495,0.000022029,0.0001517913,0.00002178505,0.00003769948,0.000004478006,0.000003507947,0.000005915615,0.0000033411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06092574,"threshold_uncertainty_score":0.2379325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7036569608","doi":"","title":"Contribution to the development of spinal functional magnetic resonance imaging as a tool in the investigation of spinal cord physiology","year":2006,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Sagittal plane; Spinal cord; Functional magnetic resonance imaging; Magnetic resonance imaging; Lumbar; Ankle","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01483653714468375,"gpt":0.2142602241994858,"spread":0.1994236870548021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005812818,0.0001505161,0.0002390058,0.0003847491,0.0002337124,0.00002502746,0.0003580716,0.00009135983,0.00001877557],"category_scores_gemma":[0.0001531218,0.0001408841,0.0000612805,0.00109378,0.000144803,0.0003612155,0.00007584414,0.0001649181,0.00001305827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064504,"about_ca_system_score_gemma":0.0001801793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002345815,"about_ca_topic_score_gemma":0.03595464,"domain_scores_codex":[0.9988932,0.0000397898,0.0002944955,0.0002294853,0.0003818215,0.0001612273],"domain_scores_gemma":[0.9979935,0.00003650015,0.0005709126,0.0002034257,0.001191909,0.000003748539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02491602,0.0009914869,0.5496391,0.008131902,0.0001193605,0.00002888694,0.003008654,0.001409051,0.02215421,0.2343287,0.02176297,0.1335096],"study_design_scores_gemma":[0.0004286596,0.00005110206,0.968694,0.0002573385,0.00004025778,5.993016e-7,0.01555795,0.000230966,0.0001323482,0.001876182,0.01259729,0.0001333013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959983,0.0001349439,0.0004753823,0.002077576,0.0002550577,0.0005086759,0.000003741018,0.00001137035,0.0005349698],"genre_scores_gemma":[0.9989547,0.000002564766,0.0002390583,0.0001926023,0.0001362697,0.000004812019,0.0003421149,0.000007595872,0.0001203374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4190549,"threshold_uncertainty_score":0.9816366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6991645087","doi":"","title":"Impact des frontières nationales sur le commerce international: Une enigma non resolue","year":2013,"lang":"fr","type":"other","venue":"uO Research (University of Ottawa)","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","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":"Context (archaeology); Government (linguistics); Public policy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04552224069718259,"gpt":0.2850722026309684,"spread":0.2395499619337859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001520412,0.0003456047,0.000497636,0.00239838,0.000950698,0.000403409,0.001704556,0.0004143233,0.03179439],"category_scores_gemma":[0.001392826,0.0004132311,0.000258691,0.002451232,0.001916447,0.002939804,0.0009832269,0.0006814631,0.001322199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00073647,"about_ca_system_score_gemma":0.0005417604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05208635,"about_ca_topic_score_gemma":0.01063615,"domain_scores_codex":[0.9969754,0.000154897,0.0003575546,0.0005948915,0.001245645,0.0006716054],"domain_scores_gemma":[0.9916437,0.0004066536,0.0004851363,0.0005637152,0.006843829,0.00005701937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004349009,0.0007155458,0.2469511,0.001472449,0.0003932155,0.00003503645,0.00048101,0.0002184098,0.0001046294,0.2224372,0.51151,0.01563797],"study_design_scores_gemma":[0.0007966617,0.00002342686,0.3939922,0.0002441333,0.00002101413,0.000001120821,0.002575412,0.003151995,0.000003862437,0.002047756,0.5969058,0.0002366126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1728563,0.0003340155,0.001977192,0.02794272,0.0005908192,0.001056748,0.00007512581,0.00008714024,0.7950799],"genre_scores_gemma":[0.255799,0.0002678078,0.00105138,0.0001120156,0.0007809408,0.000004490697,0.0005108062,0.0001166946,0.7413568],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2203895,"threshold_uncertainty_score":0.999832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6990062611","doi":"","title":"Conceptual Basis for the Development of Folklore and Jazz Direction in Cultural and Artistic Space of Ukraine in Late 20th - First Quarter of the 21st Century","year":2023,"lang":"en","type":"article","venue":"The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Folklore; Jazz; Quarter (Canadian coin); Space (punctuation); Period (music)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06170849667286044,"gpt":0.2965748494016935,"spread":0.2348663527288331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009629642,0.0001027632,0.0002037462,0.0002811889,0.0002924118,0.00003474144,0.0002907542,0.00005368006,0.00005569234],"category_scores_gemma":[0.0006108344,0.00006434533,0.00004347312,0.001102319,0.001316795,0.0004644485,0.0002824467,0.00007933049,7.951758e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004569604,"about_ca_system_score_gemma":0.00008142124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004641346,"about_ca_topic_score_gemma":0.001591754,"domain_scores_codex":[0.9988867,0.0000356363,0.0003553556,0.0002014057,0.0003792853,0.0001415948],"domain_scores_gemma":[0.9983913,0.0003628275,0.0003139653,0.0001295282,0.0007961091,0.000006303536],"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":[0.001288207,0.0004690099,0.146148,0.001818929,0.0001454271,0.00000230017,0.06405795,0.003334938,0.004227945,0.7727692,0.001933092,0.003804964],"study_design_scores_gemma":[0.00101204,0.00003599213,0.7878327,0.0001279683,0.0000380036,7.943482e-7,0.13205,0.002724522,0.0004604077,0.003180024,0.07237417,0.0001634475],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928818,0.00009875613,0.00002053513,0.005901539,0.0002173077,0.000358526,0.00003194941,0.00000988074,0.0004796641],"genre_scores_gemma":[0.9984538,0.00004648302,0.00008039271,0.00001829787,0.00003727779,0.000003708718,0.00002654829,0.000003721118,0.001329792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7695892,"threshold_uncertainty_score":0.4851786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7007087796","doi":"","title":"Тенденції розвитку культурно-креативних індустрій в Україні першої чверті ХХІ століття","year":2025,"lang":"en","type":"article","venue":"Scientific periodicals of Ukraine","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","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":"Creative industries; Ukrainian; Cultural analysis; Context (archaeology); State (computer science); Cultural policy; Quarter (Canadian coin); Creativity; Cultural studies","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01164665349069299,"gpt":0.2495698096160587,"spread":0.2379231561253657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002539822,0.0003664474,0.0005777889,0.001399558,0.001012396,0.001308772,0.001057758,0.0002138401,0.003264189],"category_scores_gemma":[0.002426986,0.0003392505,0.000241395,0.005604389,0.001878017,0.001468017,0.0006751152,0.0002995691,0.0003742149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009010323,"about_ca_system_score_gemma":0.000412732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000285701,"about_ca_topic_score_gemma":0.00006343945,"domain_scores_codex":[0.996339,0.00003396094,0.001105336,0.0009244261,0.0008851636,0.0007121645],"domain_scores_gemma":[0.9963129,0.0001209706,0.0004437321,0.001120024,0.001963354,0.00003903676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003985405,0.001706221,0.02903879,0.004127203,0.0002085123,0.00004036722,0.000912086,0.0002485675,0.01957753,0.5341486,0.3563263,0.05326725],"study_design_scores_gemma":[0.001149145,0.00001454932,0.02364824,0.0002185071,0.00007213173,0.000002031097,0.00101731,0.001781278,0.001037532,0.01883755,0.9517508,0.0004708817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011689,0.000551678,0.001622028,0.01762315,0.005441157,0.000816094,0.00003392945,0.0004024442,0.07234056],"genre_scores_gemma":[0.9835005,0.000006464708,0.0003564156,0.003154013,0.0006372325,0.00005886991,0.0001884112,0.00002912917,0.01206892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5954245,"threshold_uncertainty_score":0.9999059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7034464826","doi":"","title":"Towards the Characterization of Putative Degradation Targets of Klebsiella pneumoniae Lon Protease by Quantitative Proteomics and in vitro Degradation Assays","year":2023,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Klebsiella pneumoniae; Proteomics; Quantitative proteomics; Serine protease; Protease; In vitro; Virulence; Bacteria; Proteases","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01955779479019296,"gpt":0.2276364316217705,"spread":0.2080786368315775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000899604,0.0001992984,0.0003648442,0.0004613072,0.0002021476,0.00003912583,0.0003470657,0.0001667401,0.00001411882],"category_scores_gemma":[0.0003900963,0.0001744224,0.00007820413,0.00156179,0.000218419,0.0009081734,0.00009862088,0.0002182833,0.000003419257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006821389,"about_ca_system_score_gemma":0.0001329596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00302903,"about_ca_topic_score_gemma":0.0002020421,"domain_scores_codex":[0.9987434,0.00008882968,0.0003978645,0.0002590366,0.0003592853,0.0001516436],"domain_scores_gemma":[0.996921,0.0001197107,0.001521458,0.0002209639,0.001209897,0.000006957589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001991787,0.0001739273,0.001850555,0.002684825,0.0001073741,0.000002239953,0.005091046,0.0001039157,0.9782892,0.00528636,0.000160439,0.004258297],"study_design_scores_gemma":[0.001614832,0.0000882517,0.8532577,0.0003912974,0.0004338103,7.304375e-7,0.08032684,0.01350067,0.04274125,0.006442212,0.0006199384,0.0005824322],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939962,0.00004089536,0.002058373,0.001945044,0.0001705212,0.001476076,0.00009671009,0.00002576802,0.0001904228],"genre_scores_gemma":[0.99501,0.00007050715,0.0002005484,0.00002637453,0.00003767835,0.000008527083,0.003908367,0.0000234724,0.0007145652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.935548,"threshold_uncertainty_score":0.7112738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7037696103","doi":"","title":"Expanding the Right to Counsel in Eviction Cases: Arguments for and Limitations of \"Civil Gideon\" Laws in a Post-COVID 19 World","year":2023,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","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":"Eviction; Renting; Pace; Fair Housing Act; Quarter (Canadian coin); Landlord; Census; Payment","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04002889800493684,"gpt":0.285303065494497,"spread":0.2452741674895601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001125887,0.0001300497,0.0001841139,0.000663717,0.0002712485,0.0002026955,0.0001613679,0.00004827877,0.00007854178],"category_scores_gemma":[0.002426611,0.0001119041,0.00003790935,0.002888278,0.00006932228,0.001022969,0.0000881522,0.0001160504,0.00003511586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001230944,"about_ca_system_score_gemma":0.00006017241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003469297,"about_ca_topic_score_gemma":0.06538609,"domain_scores_codex":[0.9988131,0.00002469493,0.0004355638,0.0002684699,0.0001924958,0.0002657057],"domain_scores_gemma":[0.9986622,0.0006363448,0.0001461393,0.0002129866,0.0003209421,0.00002137927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008909503,0.0005024232,0.2403391,0.00238546,0.00007603224,0.00005930389,0.003132621,0.006262524,0.001781154,0.7082554,0.03105113,0.005263857],"study_design_scores_gemma":[0.003150741,0.00005272018,0.1949067,0.0003533845,0.00005267328,0.000004305824,0.008857518,0.002271175,0.0001661058,0.06403617,0.7255989,0.000549564],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834318,0.00005646643,0.0003046519,0.01163122,0.0003589044,0.001188761,0.00001333517,0.00008152776,0.002933289],"genre_scores_gemma":[0.9929273,0.00001649489,0.00008927316,0.005711688,0.0002018379,0.0003895657,0.0000677577,0.00001722061,0.0005789196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6945478,"threshold_uncertainty_score":0.9516682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}