{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"3f71d2a168ae","filters":{"venue":"Global Journal of Flexible Systems Management"}},"results":[{"id":"W4394743258","doi":"10.1007/s40171-024-00396-x","title":"Analyzing Industry 4.0 Adoption Enablers for Supply Chain Flexibility: Impacts on Resilience and Sustainability","year":2024,"lang":"en","type":"article","venue":"Global Journal of Flexible Systems Management","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Supply chain; Resilience (materials science); Flexibility (engineering); Sustainability; Business; Industry 4.0; Procurement; Industrial organization; Process management; Engineering; Marketing; Economics","authors":[{"name":"Ajay Kumar Pandey","is_ca":false},{"name":"Yash Daultani","is_ca":false},{"name":"Saurabh Pratap","is_ca":false},{"name":"W.H. Ip","is_ca":true},{"name":"Fuli Zhou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0161765781582688,"gpt":0.284466890572999,"spread":0.2682903124147302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00199088,0.0003265416,0.0001607896,0.001630535,0.0003521513,0.002145628,0.0003522754,0.0006104777,0.003786044],"category_scores_gemma":[0.01205781,0.0001657518,0.0006438982,0.002437574,0.0005575742,0.002998864,0.00191883,0.0008403162,0.0004221794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001317057,"about_ca_system_score_gemma":0.001417241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009065316,"about_ca_topic_score_gemma":0.006995589,"domain_scores_codex":[0.9990541,0.0002901728,0.0000459554,0.000113952,0.0001942027,0.0003014681],"domain_scores_gemma":[0.99133,0.004653693,0.001779312,0.0004554508,0.001323038,0.0004584276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005334268,0.0005679927,0.8939114,0.0001537625,0.0002419573,0.0003471646,0.001772758,0.03193422,0.003895053,0.01867458,0.001781022,0.04618676],"study_design_scores_gemma":[0.00003841252,0.000745935,0.8608927,0.0001443146,0.0003721743,0.00014786,0.008982246,0.1039723,0.004688718,0.01284568,0.00708686,0.00008274765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942421,0.00005914409,0.001281902,0.0002497184,0.000005840899,0.00001693074,0.0002215212,0.00002457005,0.003898243],"genre_scores_gemma":[0.9988143,0.00003680791,0.0005607394,0.00001783834,0.000002788303,0.00001116063,0.0001895555,0.000006949143,0.0003599826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009065316,"threshold_uncertainty_score":0.0180251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2993734696","doi":"10.1007/s40171-019-00226-5","title":"A Flexible Policy Framework for Analysing Multimodal Freight Transportation System in India: SAP–LAP and Efficient IRP Method","year":2019,"lang":"en","type":"article","venue":"Global Journal of Flexible Systems Management","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"Ministry of Education, India","keywords":"Multimodal transport; Operationalization; Sustainability; Business; Traffic management; Supply chain; Dominance (genetics); Process (computing); Prioritization; Process management; Ranking (information retrieval); Transport engineering; Environmental economics; Industrial organization; Computer science; Marketing; Economics; Engineering","authors":[{"name":"Aalok Kumar","is_ca":true},{"name":"Ramesh Anbanandam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007499398261418194,"gpt":0.2663687344438594,"spread":0.2588693361824412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003126247,0.0006970211,0.001162531,0.001378932,0.0008045431,0.002197318,0.0022418,0.001555917,0.007859722],"category_scores_gemma":[0.005452989,0.0007288387,0.001853367,0.001845409,0.001175833,0.003006336,0.001793573,0.002454009,0.0005745068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002308872,"about_ca_system_score_gemma":0.003021375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01542956,"about_ca_topic_score_gemma":0.008497508,"domain_scores_codex":[0.9987009,0.0007621397,0.00005664911,0.0001660063,0.0001277986,0.0001866167],"domain_scores_gemma":[0.9978338,0.001463436,0.0001554037,0.0001892804,0.0002683496,0.00008975592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002958759,0.0000558584,0.0006624053,0.0001043091,0.00005993765,0.0001862581,0.0001579664,0.6798418,0.0003027678,0.3011195,0.001977156,0.01550255],"study_design_scores_gemma":[0.000007686114,0.00001523152,0.0001681294,0.00001241229,0.00001441982,0.00002170228,0.0001008568,0.9322149,0.00007446012,0.0661521,0.001209854,0.000008348619],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02100843,0.0002108767,0.9637879,0.0007587352,0.0000485151,0.0001171449,0.0002774762,0.0001847317,0.01360621],"genre_scores_gemma":[0.7704099,0.0005254296,0.2168857,0.0001621573,0.0001101732,0.0006055972,0.000466726,0.0001685323,0.0106658],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01542956,"threshold_uncertainty_score":0.03067946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084592197","doi":"10.1007/s40171-012-0005-6","title":"Building Information Systems Flexibility in SAP–LAP Framework: A Case Study Evidence from SME Sector","year":2012,"lang":"en","type":"article","venue":"Global Journal of Flexible Systems Management","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Flexibility (engineering); Process (computing); Computer science; Conceptual framework; Process management; Business process; Action (physics); Conceptual model; Knowledge management; Risk analysis (engineering); Business; Operations management; Industrial organization; Marketing; Work in process; Management; Economics","authors":[{"name":"Ramaraj Palanisamy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03889130374770745,"gpt":0.2949896485159093,"spread":0.2560983447682019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003466402,0.000251024,0.0002096899,0.00103558,0.002371105,0.004268842,0.0007983643,0.001258172,0.004555149],"category_scores_gemma":[0.005782524,0.0002239664,0.000321802,0.001423768,0.002585862,0.004729935,0.002482138,0.001792079,0.0004409913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00246353,"about_ca_system_score_gemma":0.002837186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006081046,"about_ca_topic_score_gemma":0.01062423,"domain_scores_codex":[0.9979608,0.0009511284,0.00008566117,0.0001629134,0.0004489904,0.0003904961],"domain_scores_gemma":[0.9938758,0.003364761,0.0005317048,0.000796102,0.0007431261,0.0006884701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001053429,0.001635979,0.2871249,0.0008478159,0.0002039909,0.01861512,0.1459651,0.02213524,0.01826896,0.2722332,0.006803598,0.2251128],"study_design_scores_gemma":[0.0001916266,0.001937492,0.3503801,0.001392426,0.0003615214,0.005521996,0.3971558,0.06481307,0.009395562,0.08104845,0.08757269,0.000229263],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965501,0.0001781082,0.003719252,0.0009400685,0.000004954074,0.00004083255,0.00003918698,0.0000330297,0.02954349],"genre_scores_gemma":[0.9989756,0.00002953095,0.0005388729,0.00002663285,0.000001199683,0.000004396523,0.00001802684,0.000003141538,0.0004026697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006081046,"threshold_uncertainty_score":0.0183323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392906137","doi":"10.1007/s40171-024-00384-1","title":"Organizational Inertia and Firm Performance: Mediating Role of Green Business Model, and Open Innovation in Manufacturing SMEs of Emerging Markets","year":2024,"lang":"en","type":"article","venue":"Global Journal of Flexible Systems Management","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Business; Flexibility (engineering); Industrial organization; Marketing; Open innovation; Emerging markets; Knowledge management; Management; Economics","authors":[{"name":"Thanh Tiep Le","is_ca":false},{"name":"Muhammad Mohiuddin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008516929021970045,"gpt":0.226362785428183,"spread":0.217845856406213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002693441,0.0001803987,0.0002861051,0.001014901,0.0006131545,0.002707434,0.0004995043,0.000843403,0.004456852],"category_scores_gemma":[0.01185545,0.0001630471,0.0004879574,0.0006872581,0.001141404,0.001312047,0.001922114,0.0009673085,0.0003295866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008514296,"about_ca_system_score_gemma":0.001790215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004697788,"about_ca_topic_score_gemma":0.007453129,"domain_scores_codex":[0.9986859,0.0003782763,0.0001368437,0.0001409603,0.0001996428,0.0004584514],"domain_scores_gemma":[0.972427,0.01483303,0.006816175,0.0009449641,0.001237473,0.003741506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00033702,0.0004559883,0.9911079,0.00001386591,0.00005007031,0.0001684832,0.002444284,0.0003293833,0.0006446331,0.0008351578,0.0000846928,0.00352851],"study_design_scores_gemma":[0.00001304573,0.000165838,0.9926212,0.00001846468,0.00003620126,0.000057972,0.005010983,0.001146784,0.0001719307,0.0005897895,0.0001570531,0.00001072253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993395,0.00001933634,0.00004015791,0.00007323758,0.000001642901,0.000002259052,0.00001027481,0.000001100435,0.0005125147],"genre_scores_gemma":[0.9998772,0.000006311208,0.00001276002,0.000005946833,0.000002432798,0.000001228324,0.00001091708,5.545465e-7,0.00008266023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004697788,"threshold_uncertainty_score":0.01490963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017160278","doi":"10.1007/s40171-013-0044-7","title":"Impact of User’s Internal Flexibility and Participation on Usage and Information Systems Flexibility","year":2013,"lang":"en","type":"article","venue":"Global Journal of Flexible Systems Management","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Flexibility (engineering); Computer science; Order (exchange); Information system; Knowledge management; Human–computer interaction; Business; Engineering; Mathematics; Statistics","authors":[{"name":"Ramaraj Palanisamy","is_ca":true},{"name":"Neil Foshay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07383978438082743,"gpt":0.3940540604023957,"spread":0.3202142760215683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035398,0.0002330183,0.0002774648,0.0007478683,0.0006511109,0.00258852,0.0004067958,0.0008637263,0.008418875],"category_scores_gemma":[0.02458394,0.0002258012,0.000753574,0.0008739891,0.001111891,0.001957985,0.001647949,0.0009281593,0.0004232726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008761348,"about_ca_system_score_gemma":0.0007344557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003198453,"about_ca_topic_score_gemma":0.002891304,"domain_scores_codex":[0.9963143,0.001917926,0.0002309397,0.0002831767,0.0005228564,0.0007308747],"domain_scores_gemma":[0.9459299,0.04190996,0.004122514,0.002528363,0.002300787,0.003208325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003261882,0.001697488,0.9435869,0.00008955476,0.000347169,0.0005561444,0.00568201,0.006102892,0.006538618,0.002998765,0.0003274266,0.02881113],"study_design_scores_gemma":[0.00004177187,0.0007217064,0.9835851,0.00001383211,0.0001222596,0.0002435682,0.004164679,0.007583165,0.001702796,0.00118839,0.0005859176,0.00004687244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974235,0.0000142015,0.0001519481,0.0000665956,0.000001723597,0.0000042309,0.00002671406,0.000006414678,0.00230473],"genre_scores_gemma":[0.9998197,0.000003088175,0.00003721934,0.000004499267,0.000001177079,0.000001991405,0.00001421279,0.000001442512,0.0001167144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008418875,"threshold_uncertainty_score":0.02816397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311399753","doi":"10.1007/s40171-022-00325-w","title":"A Multidimensional Information Management Framework for Strategic Digital Cities: A Comparative Analysis of Canada and Brazil","year":2022,"lang":"en","type":"article","venue":"Global Journal of Flexible Systems Management","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Context (archaeology); Computer science; Strategic planning; Knowledge management; Information system; Construct (python library); Citizen journalism; Conceptual framework; Information management; Process management; Business; Management science; Sociology; Political science; Marketing; Geography; Economics; World Wide Web","authors":[{"name":"Alex Volnei Teixeira","is_ca":true},{"name":"Denis Alcides Rezende","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02206546161654936,"gpt":0.2971325929034613,"spread":0.275067131286912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003716272,0.0002593496,0.0004030087,0.007747226,0.007256472,0.007319167,0.001043875,0.0005028151,0.001941753],"category_scores_gemma":[0.009574255,0.0002482031,0.0004463922,0.02082182,0.004627892,0.002964365,0.003530846,0.0007506458,0.00008473344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09183446,"about_ca_system_score_gemma":0.09789795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.946498,"about_ca_topic_score_gemma":0.9659622,"domain_scores_codex":[0.9972802,0.0007605623,0.0001332229,0.0001933929,0.0008514944,0.0007810534],"domain_scores_gemma":[0.9943409,0.001800153,0.0005162422,0.0002549484,0.002468759,0.0006190277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000799031,0.0001782351,0.2769935,0.0006860207,0.00007470381,0.002009113,0.3105906,0.002241119,0.0008658487,0.3129194,0.003833309,0.08952821],"study_design_scores_gemma":[0.00001326198,0.00004330963,0.2308477,0.0006841788,0.00007457101,0.0003095771,0.6997741,0.004869706,0.0003728643,0.008009315,0.05493501,0.00006642941],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378393,0.001097212,0.001902567,0.00278225,0.00001360382,0.0002285177,0.0003308616,0.00002236248,0.05578335],"genre_scores_gemma":[0.9975744,0.0004595951,0.001025158,0.00004791158,9.584442e-7,0.00003162757,0.0000892961,0.000005186664,0.0007659788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09183446,"threshold_uncertainty_score":0.6663088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403625797","doi":"10.1007/s40171-024-00419-7","title":"A Decision Support Framework for Resilient and Sustainable Service Design","year":2024,"lang":"en","type":"article","venue":"Global Journal of Flexible Systems Management","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Computer science; Resilience (materials science); Decision support system; Service (business); Process management; Risk analysis (engineering); Business; Artificial intelligence; Marketing","authors":[{"name":"Md. Maruf Hossan Chowdhury","is_ca":false},{"name":"Seyed Zeinab Aliahmadi","is_ca":true},{"name":"Mohammed Quaddus","is_ca":false},{"name":"Amir H. Ansaripoor","is_ca":false},{"name":"Seyedali Mirjalili","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01939679102680213,"gpt":0.28408574462702,"spread":0.2646889536002179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005547396,0.001342715,0.001093747,0.002180682,0.00142661,0.00493642,0.002445342,0.002688509,0.01001469],"category_scores_gemma":[0.00616592,0.0007420187,0.001929501,0.001940372,0.002012823,0.002837968,0.003323287,0.002690396,0.0009222262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004183432,"about_ca_system_score_gemma":0.005648785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01124519,"about_ca_topic_score_gemma":0.008431754,"domain_scores_codex":[0.9969583,0.001626718,0.0001952966,0.0003624984,0.000544009,0.000313265],"domain_scores_gemma":[0.9962115,0.002545243,0.0002688975,0.0001298934,0.0005853256,0.0002591003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002608626,0.00008247307,0.0003603361,0.0001110642,0.00003698184,0.0001792495,0.0001643679,0.6807843,0.0003190365,0.3036768,0.001169888,0.01308942],"study_design_scores_gemma":[0.00002161328,0.00003567314,0.00004617425,0.00005007241,0.0000119467,0.00002962477,0.00009423688,0.8961653,0.000120003,0.09858575,0.004824992,0.00001467594],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007906328,0.0002228865,0.9768172,0.001644621,0.00007304268,0.0002326708,0.000254412,0.0001769219,0.01267187],"genre_scores_gemma":[0.4474436,0.0006263556,0.5442674,0.0002831535,0.0001017623,0.000914778,0.0004806686,0.00006271921,0.005819567],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01124519,"threshold_uncertainty_score":0.03350246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405570898","doi":"10.1007/s40171-024-00427-7","title":"Reconfigurable and Resilient Closed-Loop Supply Chain Design: A Simulation–Optimization Approach","year":2024,"lang":"en","type":"article","venue":"Global Journal of Flexible Systems Management","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Flexibility (engineering); Reconfigurability; Supply chain; Adaptability; Computer science; Product (mathematics); Resilience (materials science); Queueing theory; Business; Economics","authors":[{"name":"Hadi Gholizadeh","is_ca":true},{"name":"Amirabbas Pasha","is_ca":false},{"name":"Taha‐Hossein Hejazi","is_ca":false},{"name":"Hamed Jahani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01936695954194503,"gpt":0.2458556598180921,"spread":0.2264887002761471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000578329,0.0008297415,0.0008912622,0.0006489337,0.0005120929,0.001123651,0.0009358717,0.001338287,0.003360344],"category_scores_gemma":[0.001477303,0.0006675826,0.001029522,0.0004403697,0.0007887227,0.0006456259,0.0007860906,0.0007460205,0.0002378647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008179352,"about_ca_system_score_gemma":0.001169582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007625741,"about_ca_topic_score_gemma":0.004593853,"domain_scores_codex":[0.9997618,0.00008246103,0.000008032906,0.00004191058,0.0000517694,0.00005416267],"domain_scores_gemma":[0.9993931,0.0003769634,0.00008496318,0.00003757794,0.0000778815,0.00002946417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001333792,0.00001003331,0.00005837106,0.000008479758,0.000007325774,0.00001107492,0.000006865278,0.9979435,0.0002501788,0.0005865937,0.00002248435,0.001081783],"study_design_scores_gemma":[0.00000471976,0.00001552271,0.00002402673,0.000001922018,0.000004451256,0.000002565805,0.00000320729,0.9993875,0.000124204,0.0003577977,0.00007246863,0.000001627001],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1486686,0.0005189556,0.8230994,0.0004477894,0.0001103175,0.0001716458,0.00009385496,0.000584815,0.02630457],"genre_scores_gemma":[0.9677949,0.0001572185,0.02895397,0.00005558621,0.00001657717,0.00009335085,0.00004243939,0.00003799601,0.002847856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007625741,"threshold_uncertainty_score":0.01516271,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767903689","doi":"10.1007/bf03396526","title":"Indian Implementation of Alternative Refrigerant Technology: A Dynamic Analysis","year":2007,"lang":"en","type":"article","venue":"Global Journal of Flexible Systems Management","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Refrigerant; Montreal Protocol; Environmental economics; Production (economics); Work (physics); Schedule; Consumption (sociology); Computer science; Protocol (science); Air conditioning; Kyoto Protocol; Operations research; Operations management; Business; Greenhouse gas; Ozone layer; Economics; Engineering","authors":[{"name":"Milad Karimi","is_ca":false},{"name":"Abid Haleem","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007149287428902125,"gpt":0.2897933350189812,"spread":0.2826440475900791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001148919,0.0003823877,0.0008091323,0.00133002,0.0007041154,0.003576853,0.001837678,0.0008400589,0.01008734],"category_scores_gemma":[0.004631386,0.0004774038,0.001702702,0.003178157,0.0008746239,0.00146341,0.00120042,0.001747017,0.000665124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004808185,"about_ca_system_score_gemma":0.003620321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1320952,"about_ca_topic_score_gemma":0.09656057,"domain_scores_codex":[0.9987148,0.000220195,0.00004844321,0.0001350004,0.0002394524,0.0006420919],"domain_scores_gemma":[0.9966339,0.001521485,0.0005614093,0.0001946797,0.0008083681,0.0002802241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002994763,0.001275164,0.2353943,0.0007285142,0.001161665,0.002356904,0.001704627,0.4848513,0.008796103,0.1915158,0.01171021,0.05751069],"study_design_scores_gemma":[0.000152295,0.001376124,0.5223114,0.00009489024,0.001593864,0.0004750071,0.007648252,0.4233342,0.005010011,0.01632285,0.02140585,0.0002751124],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512621,0.0004012268,0.003132808,0.001262492,0.00003255165,0.00008079194,0.001592518,0.0001066385,0.04212887],"genre_scores_gemma":[0.9940456,0.0001939186,0.000339865,0.00005009856,0.000006946359,0.00002088164,0.0004251396,0.00001657518,0.00490094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1320952,"threshold_uncertainty_score":0.2626526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}