{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":282,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":282,"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":"6607fe74f7a6","filters":{"venue":"Applied Mathematical Modelling"}},"results":[{"id":"W2005170914","doi":"10.1016/j.apm.2012.09.039","title":"A multi-objective facility location model for closed-loop supply chain network under uncertain demand and return","year":2012,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":426,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Supply chain; Supply chain network; Mathematical optimization; Facility location problem; Constraint (computer-aided design); Linear programming; Computer science; Closed loop; Integer programming; Loop (graph theory); Operations research; Supply chain management; Engineering; Mathematics; Business; Control engineering","authors":[{"name":"Saman Hassanzadeh Amin","is_ca":true},{"name":"Guoqing Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04261703251180964,"gpt":0.250358478824328,"spread":0.2077414463125183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001636282,0.001321642,0.002497032,0.001058136,0.0009146045,0.002849259,0.002853246,0.00388622,0.005141606],"category_scores_gemma":[0.003312672,0.001298569,0.001334651,0.001899581,0.001613818,0.002310191,0.001665428,0.001827122,0.0005449477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002870816,"about_ca_system_score_gemma":0.002193557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04078893,"about_ca_topic_score_gemma":0.01809292,"domain_scores_codex":[0.9991884,0.0002684647,0.00003421945,0.0002158621,0.0001344253,0.000158679],"domain_scores_gemma":[0.998484,0.0008025843,0.0002620468,0.00004838576,0.0003118246,0.00009113086],"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":[0.00000958621,0.000005208071,0.00005163755,0.00001109104,0.000005588393,0.00001911045,0.000008190282,0.9982291,0.00006968913,0.001153037,0.00005516357,0.0003826591],"study_design_scores_gemma":[0.000004413403,0.00000790718,0.00003049084,0.000002198894,0.000003411145,0.000002907263,0.000005062009,0.9992902,0.00002212653,0.0005683457,0.00005942064,0.000003344093],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06911667,0.0006104488,0.9147975,0.0007137029,0.0001068034,0.0001254338,0.0006868909,0.0003597535,0.01348286],"genre_scores_gemma":[0.9620503,0.0003727218,0.02447295,0.00008512398,0.00003498185,0.0002340609,0.0003661152,0.00006780672,0.01231603],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04078893,"threshold_uncertainty_score":0.08110309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2211445550","doi":"10.1016/j.apm.2015.11.026","title":"A review on nonlocal elastic models for bending, buckling, vibrations, and wave propagation of nanoscale beams","year":2015,"lang":"en","type":"review","venue":"Applied Mathematical Modelling","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":337,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Buckling; Vibration; Bending; Elasticity (physics); Work (physics); Nanoscopic scale; Beam (structure); Structural engineering; Nanostructure; Timoshenko beam theory; Nanomechanics; Materials science; Mechanics; Classical mechanics; Computer science; Nanotechnology; Physics; Mechanical engineering; Engineering; Acoustics; Composite material; Atomic force microscopy","authors":[{"name":"Mohamed A. Eltaher","is_ca":false},{"name":"Mahmoud Khater","is_ca":true},{"name":"Samir A. Emam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08003414284465778,"gpt":0.3077477777573845,"spread":0.2277136349127268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005485367,0.001373834,0.001499784,0.002686331,0.0003337853,0.0009388201,0.001294123,0.001116055,0.003058257],"category_scores_gemma":[0.0008297031,0.0005232712,0.0005939238,0.003487726,0.0005337954,0.001947327,0.0007146829,0.001306846,0.0019667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005998013,"about_ca_system_score_gemma":0.001253292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025971,"about_ca_topic_score_gemma":0.001874851,"domain_scores_codex":[0.9998211,0.00003019185,0.00002948658,0.00003349249,0.00007326421,0.00001246396],"domain_scores_gemma":[0.9996742,0.0001843834,0.00003579579,0.00001361228,0.00007652562,0.00001554204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003580676,0.0001158433,0.0001855662,0.0258951,0.0001295182,0.0001924783,0.0001102301,0.00502372,0.003541335,0.0407116,0.04534484,0.8787139],"study_design_scores_gemma":[0.00001308122,0.00005129565,0.0003909249,0.0039959,0.0001172595,0.0005779575,0.00005246809,0.002114474,0.001078348,0.01872302,0.9728349,0.00005034693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002728722,0.9928387,0.003630606,0.0003509576,0.0004524527,0.00001088578,0.00004857165,0.0000220344,0.002373006],"genre_scores_gemma":[0.001391099,0.9944923,0.002214438,0.000137053,0.0002951707,0.00001576545,0.00006313273,0.00000634988,0.001384653],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003058257,"threshold_uncertainty_score":0.0102309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028868264","doi":"10.1016/j.apm.2009.08.008","title":"Free vibration of functionally graded rectangular plates using first-order shear deformation plate theory","year":2009,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":313,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Plate theory; Vibration; Boundary value problem; Stiffness; Vibration of plates; Mathematics; Mathematical analysis; Aspect ratio (aeronautics); Functionally graded material; Shear (geology); Geometry; Materials science; Material properties; Composite material; Physics; Acoustics","authors":[{"name":"Shahrokh Hosseini-Hashemi","is_ca":false},{"name":"H. Rokni Damavandi Taher","is_ca":true},{"name":"Hamed Akhavan","is_ca":false},{"name":"Meisam Omidi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01066172557269661,"gpt":0.1907806577325275,"spread":0.1801189321598309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002594077,0.0005117432,0.0004025138,0.0004212704,0.0001846507,0.0005094519,0.0007349096,0.0006520542,0.001394025],"category_scores_gemma":[0.0005091497,0.0002260079,0.0004621501,0.0002480813,0.0008809294,0.0005093733,0.0004697973,0.0003645685,0.0002251498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000309379,"about_ca_system_score_gemma":0.0003406735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001576497,"about_ca_topic_score_gemma":0.002314774,"domain_scores_codex":[0.9999188,0.00002634526,0.000003028618,0.00001017666,0.00003160759,0.00001014338],"domain_scores_gemma":[0.9999036,0.000042551,0.00001387068,0.0000109656,0.00002012378,0.000008905108],"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":[0.00006712149,0.00004349498,0.0004908919,0.0001169619,0.00002391816,0.0001561495,0.0001072131,0.9025073,0.0173682,0.06152231,0.0004812205,0.01711518],"study_design_scores_gemma":[0.000005342846,0.00001509959,0.0001425559,0.00000493031,0.000003784496,0.00001779529,0.000015112,0.9933364,0.0007013564,0.005591344,0.0001609821,0.000005297406],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.182425,0.0006522542,0.7974111,0.0002355961,0.0001242097,0.00004371535,0.00005634551,0.000150129,0.01890162],"genre_scores_gemma":[0.9653628,0.000329507,0.02478555,0.00003561576,0.00003064514,0.00002938097,0.00003404663,0.00003484428,0.009357606],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001576497,"threshold_uncertainty_score":0.004663527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145463761","doi":"10.1016/j.apm.2009.08.027","title":"Nicholson’s blowflies differential equations revisited: Main results and open problems","year":2009,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Differential Equations and Numerical Methods","field":"Mathematics","cited_by":267,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Island University; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Oscillation (cell signaling); Differential equation; Applied mathematics; Delay differential equation; Stability (learning theory); Mathematical analysis; Calculus (dental); Computer science","authors":[{"name":"Leonid Berezansky","is_ca":false},{"name":"Elena Braverman","is_ca":true},{"name":"Lev Idels","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1362856887989229,"gpt":0.3618969431016722,"spread":0.2256112543027493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008625038,0.001029598,0.001257096,0.001552983,0.001134948,0.001619154,0.001678905,0.002293725,0.005895804],"category_scores_gemma":[0.003252883,0.000318752,0.00105623,0.001570127,0.002196358,0.003076279,0.002189097,0.002781738,0.0005449955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436485,"about_ca_system_score_gemma":0.0009851514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005517975,"about_ca_topic_score_gemma":0.003523947,"domain_scores_codex":[0.9997651,0.00007468494,0.00001243558,0.00005181565,0.00006264596,0.00003334007],"domain_scores_gemma":[0.9993423,0.0002906229,0.00008571147,0.00005202512,0.0001281397,0.0001012241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000381211,0.00001562839,0.0002493297,0.0001828255,0.00003194416,0.0002237929,0.0001871642,0.005808447,0.0009249706,0.975531,0.005274276,0.01153265],"study_design_scores_gemma":[0.00002507558,0.00002553014,0.0006122167,0.00007354459,0.00003577246,0.0003577401,0.0001966536,0.07183658,0.0005822463,0.9028843,0.02333496,0.00003528805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1894959,0.07582837,0.3823152,0.02815873,0.004764457,0.0001624411,0.0006934578,0.0002257695,0.3183556],"genre_scores_gemma":[0.7485741,0.03398767,0.04486725,0.002756264,0.003921183,0.0001496388,0.0003985724,0.0001593779,0.165186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005895804,"threshold_uncertainty_score":0.01972342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2903008430","doi":"10.1016/j.apm.2018.11.035","title":"An integrated multi-product, multi-buyer supply chain under penalty, green, and quality control polices and a vendor managed inventory with consignment stock agreement: The outer approximation with equality relaxation and augmented penalty algorithm","year":2018,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":252,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Vendor; Supply chain; Holding cost; Vendor-managed inventory; Consignment; Computer science; Inventory control; Operations research; Mathematical optimization; Supply chain management; Business; Mathematics; Marketing","authors":[{"name":"Abolfazl Gharaei","is_ca":true},{"name":"Mostafa Karimi","is_ca":false},{"name":"Seyed Ashkan Hoseini Shekarabi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0621464815291652,"gpt":0.2695220994164612,"spread":0.207375617887296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002882614,0.001358276,0.003030103,0.0009980206,0.001104694,0.00384244,0.002840614,0.003425098,0.005488704],"category_scores_gemma":[0.004261501,0.001406537,0.001717835,0.001906501,0.001894987,0.003586352,0.002544007,0.002601751,0.0004211092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00217919,"about_ca_system_score_gemma":0.003133286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01599219,"about_ca_topic_score_gemma":0.009003709,"domain_scores_codex":[0.9988307,0.0004334503,0.0000394108,0.0002543702,0.0001729467,0.0002691663],"domain_scores_gemma":[0.9975858,0.00123336,0.0003691268,0.0001306818,0.0003808272,0.0003002103],"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":[0.00006909809,0.00003879636,0.0002093369,0.00004478346,0.0000215481,0.0000901915,0.0000264683,0.9858921,0.000236667,0.01092366,0.0002974562,0.002149889],"study_design_scores_gemma":[0.000008783198,0.00001929437,0.00004389028,0.000004953844,0.000007543005,0.000009204695,0.00001355478,0.9972626,0.000048397,0.002465908,0.0001107765,0.00000515897],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07020832,0.0004072012,0.9176076,0.0006108487,0.0001017531,0.0001044044,0.0002134771,0.000144169,0.01060222],"genre_scores_gemma":[0.877167,0.000485213,0.1039123,0.0001428141,0.00006963728,0.0001974778,0.0003063967,0.00008340868,0.01763576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01599219,"threshold_uncertainty_score":0.03179824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071818292","doi":"10.1016/j.apm.2012.08.006","title":"Research on coordination mechanism in three-level green supply chain under non-cooperative game","year":2012,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":242,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"National Natural Science Foundation of China","keywords":"Stackelberg competition; Supply chain; Shapley value; Revenue sharing; Microeconomics; Game theory; Profit (economics); Non-cooperative game; Screening game; Nash equilibrium; Supply chain management; Business; Economics; Marketing","authors":[{"name":"Cheng-Tang Zhang","is_ca":false},{"name":"Liping Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1017569348078148,"gpt":0.3018880479305313,"spread":0.2001311131227165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001299035,0.0004815664,0.0008414432,0.0005742572,0.001046655,0.00215791,0.001668772,0.001238182,0.002903861],"category_scores_gemma":[0.004582234,0.0003291634,0.0009290245,0.0007905843,0.001838812,0.003581688,0.001154093,0.0009746649,0.0001317846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001916887,"about_ca_system_score_gemma":0.002057689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006794255,"about_ca_topic_score_gemma":0.002639758,"domain_scores_codex":[0.9990553,0.0003276223,0.00003800428,0.000209962,0.0001693864,0.0001997182],"domain_scores_gemma":[0.9984151,0.0008079957,0.0002585321,0.0001033332,0.0002592939,0.0001556835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009955063,0.00007937368,0.001593457,0.000139896,0.00007188088,0.0003376102,0.000490514,0.3674789,0.003922524,0.6181299,0.0009760536,0.006680219],"study_design_scores_gemma":[0.00002303221,0.00004354491,0.0004454168,0.00001155697,0.00002817354,0.00005373736,0.0001485402,0.8832924,0.0003726796,0.1150416,0.0005211226,0.00001811996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.320121,0.000633152,0.650884,0.00134782,0.0001421321,0.0001077217,0.00007193752,0.00007570379,0.02661646],"genre_scores_gemma":[0.9852988,0.0003561832,0.01006416,0.0000437695,0.00002568158,0.00005051188,0.00002306662,0.000009066972,0.004128871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006794255,"threshold_uncertainty_score":0.01390803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981576764","doi":"10.1016/j.apm.2011.07.033","title":"A hybrid approach integrating Affinity Diagram, AHP and fuzzy TOPSIS for sustainable city logistics planning","year":2011,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":238,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"TOPSIS; Analytic hierarchy process; City logistics; Multiple-criteria decision analysis; Multimodal transport; Sustainability; Operations research; Sustainable city; Environmental economics; Business; Computer science; Transport engineering; Urban planning; Engineering; Marketing; Economics; Civil engineering","authors":[{"name":"Anjali Awasthi","is_ca":true},{"name":"Satyaveer S. Chauhan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09318319083749121,"gpt":0.2191216165767075,"spread":0.1259384257392162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002445131,0.0006192184,0.001162145,0.002649432,0.001284139,0.0018852,0.001188278,0.0007876228,0.003270443],"category_scores_gemma":[0.003016006,0.0006582174,0.001129587,0.003431038,0.0005166459,0.001868793,0.001493442,0.0007359379,0.0004337074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118257,"about_ca_system_score_gemma":0.003330661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009897596,"about_ca_topic_score_gemma":0.01338377,"domain_scores_codex":[0.9973838,0.001188328,0.0001754912,0.0001753948,0.0009458734,0.0001312197],"domain_scores_gemma":[0.9986218,0.0008083252,0.00007448338,0.00007230628,0.0003735349,0.00004951528],"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":[0.0002935275,0.0004238671,0.002831225,0.0008757313,0.0005191913,0.0003012602,0.0009894288,0.3618793,0.01329524,0.03979074,0.002533848,0.5762667],"study_design_scores_gemma":[0.00005641835,0.0001534311,0.00080167,0.0000561346,0.0001257197,0.0001033432,0.0004016642,0.9656367,0.003042853,0.02650395,0.003060772,0.00005730157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01744526,0.000107802,0.9787458,0.0001124684,0.0000327332,0.0001585361,0.00008911394,0.0003023758,0.003005918],"genre_scores_gemma":[0.2438825,0.0001379094,0.7537941,0.00004227997,0.00001322285,0.0003178768,0.0001614478,0.00003477023,0.001615811],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009897596,"threshold_uncertainty_score":0.01967996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2566889043","doi":"10.1016/j.apm.2016.12.008","title":"An efficient analytical technique for fractional model of vibration equation","year":2016,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":219,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Laplace transform; Vibration; Applied mathematics; Homotopy analysis method; Mathematics; Fractional calculus; Decomposition method (queueing theory); Laplace's equation; Work (physics); Mathematical optimization; Homotopy; Mathematical analysis; Computer science; Partial differential equation; Engineering; Physics; Mechanical engineering","authors":[{"name":"H. M. Srivastava","is_ca":true},{"name":"Devendra Kumar","is_ca":false},{"name":"Jagdev Singh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1467314145073064,"gpt":0.3459538031251772,"spread":0.1992223886178708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004331882,0.0007146008,0.000785423,0.0007940684,0.0007260989,0.0006326401,0.0008934005,0.0008248259,0.002506246],"category_scores_gemma":[0.0009697594,0.0002791082,0.0009845893,0.0006339088,0.0004997975,0.001079126,0.0007977453,0.001181344,0.0007433529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003998274,"about_ca_system_score_gemma":0.0005129273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001106822,"about_ca_topic_score_gemma":0.001205733,"domain_scores_codex":[0.9998327,0.0000543331,0.00001051456,0.00002265165,0.00006437759,0.00001537055],"domain_scores_gemma":[0.9998339,0.0000704705,0.00001345057,0.0000237692,0.00004892329,0.000009452826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008608628,0.0001153025,0.0004109054,0.0005147675,0.00009942005,0.0005154233,0.0004982279,0.1544697,0.06428739,0.5980433,0.005086706,0.1758727],"study_design_scores_gemma":[0.00001206532,0.00004458961,0.0001364455,0.00002523567,0.00003620756,0.0002428962,0.00003943141,0.9197679,0.003734111,0.06469164,0.01124787,0.00002154552],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003104162,0.000313747,0.9928149,0.00007313257,0.0000983747,0.00002294325,0.00001717765,0.00007712363,0.003478438],"genre_scores_gemma":[0.3426034,0.002171329,0.632539,0.0002027461,0.0003680991,0.0003290293,0.0001484753,0.0002148659,0.02142303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002506246,"threshold_uncertainty_score":0.008384287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036322103","doi":"10.1016/j.apm.2013.02.028","title":"Incorporating human fatigue and recovery into the learning–forgetting process","year":2013,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":196,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"University of California, Los Angeles; University of Cambridge","keywords":"Forgetting; Task (project management); Process (computing); Production (economics); Mental fatigue; Computer science; Rest (music); Artificial intelligence; Simulation; Engineering; Cognitive psychology; Psychology; Applied psychology; Medicine; Systems engineering","authors":[{"name":"Mohamad Y. Jaber","is_ca":true},{"name":"Z.S. Givi","is_ca":true},{"name":"Patrick Neumann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03703289157494733,"gpt":0.3026323683734321,"spread":0.2655994767984848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009407201,0.0005608928,0.0006439353,0.0004067809,0.0002789834,0.0008123771,0.001005601,0.001274008,0.002331318],"category_scores_gemma":[0.006325762,0.0003406907,0.0007830201,0.0003370399,0.0007586256,0.001925528,0.00079243,0.001116612,0.0003027805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004669357,"about_ca_system_score_gemma":0.0007867058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00855488,"about_ca_topic_score_gemma":0.005371557,"domain_scores_codex":[0.9997782,0.0000777173,0.00001588288,0.00004386725,0.00004085704,0.00004345508],"domain_scores_gemma":[0.9984773,0.00101569,0.0001575575,0.0001057579,0.0001847593,0.00005891504],"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":[0.00009189518,0.0000656801,0.001912747,0.0001155982,0.0000536931,0.0001128701,0.0002603817,0.9499155,0.002444156,0.0250697,0.0002519767,0.01970566],"study_design_scores_gemma":[0.00000553469,0.00002764583,0.0003321668,0.000006104869,0.0000101623,0.00002491341,0.000008410053,0.9927121,0.0002247834,0.00646529,0.0001753402,0.000007507814],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1027442,0.000528714,0.8929058,0.000476523,0.00009577871,0.00004359068,0.00005151709,0.0001392206,0.003014673],"genre_scores_gemma":[0.967193,0.0004473133,0.02758289,0.00007189033,0.00004478351,0.00005211825,0.0000363457,0.00004259991,0.004529034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00855488,"threshold_uncertainty_score":0.01701015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994459155","doi":"10.1016/j.apm.2008.08.016","title":"Coordinating a supply chain with effort and price dependent stochastic demand","year":2008,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":194,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Revenue sharing; Newsvendor model; Supply chain; Channel coordination; Incentive; Business; Microeconomics; Pareto principle; Revenue; Industrial organization; Supply chain management; Channel (broadcasting); Economics; Finance; Marketing; Computer science; Operations management","authors":[{"name":"Yong He","is_ca":true},{"name":"Xuan Zhao","is_ca":true},{"name":"Lindu Zhao","is_ca":false},{"name":"Ju He","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02210208952642041,"gpt":0.1956406870152175,"spread":0.1735385974887971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002786661,0.001168864,0.002199607,0.001248,0.001023778,0.004107502,0.002508081,0.003240924,0.004914352],"category_scores_gemma":[0.01058018,0.001761167,0.001045105,0.002816171,0.001679567,0.003586111,0.002660124,0.001334836,0.0006589078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001793233,"about_ca_system_score_gemma":0.001481402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004787259,"about_ca_topic_score_gemma":0.003552403,"domain_scores_codex":[0.9979187,0.0006998087,0.0001405957,0.000559158,0.0003612913,0.0003204719],"domain_scores_gemma":[0.99199,0.004885021,0.001061705,0.0004674008,0.0009260168,0.0006698515],"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":[0.0001392812,0.00004807386,0.0005033177,0.00004896185,0.00002893219,0.0001972659,0.00005760518,0.9799553,0.0009765009,0.01485868,0.0002001103,0.002986019],"study_design_scores_gemma":[0.00002542291,0.00006755999,0.0001522487,0.000004827662,0.0000200467,0.00002780152,0.00002327459,0.991376,0.0002409389,0.007797441,0.0002501887,0.00001417199],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2585214,0.0002767058,0.7280707,0.001202977,0.0001528389,0.0001763507,0.0003813195,0.0002767861,0.01094106],"genre_scores_gemma":[0.9496167,0.0003712867,0.03507835,0.0000795357,0.0001021473,0.0001741267,0.0001906087,0.0000746824,0.01431263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004914352,"threshold_uncertainty_score":0.01644009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968113611","doi":"10.1016/j.apm.2007.09.004","title":"Vibration analysis of rectangular plates coupled with fluid","year":2007,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":178,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec; École de Technologie Supérieure; Polytechnique Montréal","funders":"","keywords":"Vibration; Shell (structure); Bernoulli's principle; Finite element method; Added mass; Displacement (psychology); Plane (geometry); Structural engineering; Mathematical analysis; Mechanics; Mathematics; Physics; Engineering; Geometry; Mechanical engineering; Acoustics","authors":[{"name":"Youcef Kerboua","is_ca":true},{"name":"A. A. Lakis","is_ca":true},{"name":"Marc Thomas","is_ca":true},{"name":"L. Marcouiller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009140940149111437,"gpt":0.2008315496290186,"spread":0.1916906094799072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003566949,0.0004934972,0.0005092548,0.0004226813,0.0002326358,0.0005009207,0.0005673094,0.0008090659,0.002150651],"category_scores_gemma":[0.0009042076,0.0002770482,0.0003953149,0.000267716,0.001229132,0.0004625165,0.0007790074,0.0003616525,0.0002479063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002849178,"about_ca_system_score_gemma":0.0003024349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001950692,"about_ca_topic_score_gemma":0.0008907957,"domain_scores_codex":[0.9998005,0.00005986797,0.000005641036,0.00003364052,0.0000659442,0.00003451647],"domain_scores_gemma":[0.9996623,0.0002019706,0.00004554732,0.00001717012,0.00004638303,0.00002673203],"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":[0.0006343391,0.00008295007,0.001580761,0.0002271925,0.0001012815,0.0008927339,0.0004414397,0.8442495,0.1139798,0.02176321,0.0005096168,0.01553716],"study_design_scores_gemma":[0.00001335589,0.00008417996,0.0008205901,0.000007261338,0.000008459656,0.00004829818,0.00005836812,0.9948393,0.002455636,0.001443225,0.0002101833,0.00001111791],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6174873,0.0007639262,0.3657534,0.0003499372,0.0001436799,0.00006143101,0.00004991283,0.0002165907,0.01517388],"genre_scores_gemma":[0.9922922,0.0001602544,0.00310222,0.00002597649,0.00002052806,0.00001540812,0.00001494052,0.00001904526,0.004349333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002150651,"threshold_uncertainty_score":0.007194638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978078915","doi":"10.1016/j.apm.2015.03.044","title":"Supply chain models with greenhouse gases emissions, energy usage and different coordination decisions","year":2015,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":173,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Università degli Studi di Brescia","keywords":"Greenhouse gas; Supply chain; Environmental economics; Energy (signal processing); Business; Environmental science; Economics; Physics; Marketing","authors":[{"name":"Ehab Bazan","is_ca":true},{"name":"Mohamad Y. Jaber","is_ca":true},{"name":"Simone Zanoni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03917632093160499,"gpt":0.2186636658484858,"spread":0.1794873449168808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00185917,0.001443253,0.001492312,0.001272644,0.0009738592,0.003275708,0.002302763,0.003448623,0.006663643],"category_scores_gemma":[0.004515816,0.001091897,0.001531348,0.003259102,0.001781058,0.003911757,0.001484183,0.002109726,0.000759469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003374652,"about_ca_system_score_gemma":0.002427034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02578456,"about_ca_topic_score_gemma":0.01489583,"domain_scores_codex":[0.9989247,0.0004682412,0.00005459771,0.0001804745,0.0001971774,0.0001748405],"domain_scores_gemma":[0.9970351,0.001965618,0.0003667706,0.0001291806,0.0003637467,0.0001395751],"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":[0.00001988709,0.00002260836,0.0001720373,0.00002381347,0.00001433698,0.00004328563,0.00003008562,0.9672236,0.0001372873,0.03122515,0.0002006319,0.0008871552],"study_design_scores_gemma":[0.00001303012,0.00001461113,0.00009548245,0.000004905301,0.00001128773,0.000007622277,0.00002205453,0.9846485,0.00007136242,0.01471088,0.000391353,0.000008772819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2351493,0.001580887,0.6927213,0.004672436,0.0003147018,0.0002271499,0.002720046,0.0004507027,0.0621634],"genre_scores_gemma":[0.9314513,0.00138396,0.02022695,0.0002340859,0.0001203306,0.0003115946,0.000788716,0.00007736153,0.04540566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02578456,"threshold_uncertainty_score":0.05126894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035560367","doi":"10.1016/j.apm.2014.10.055","title":"Assessing sustainability in the supply chain: A triple bottom line approach","year":2014,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":172,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sustainability; Supply chain; Triple bottom line; Context (archaeology); Social sustainability; Sustainability organizations; Process (computing); Scarcity; Computer science; Risk analysis (engineering); Environmental economics; Business; Process management; Economics; Marketing; Microeconomics","authors":[{"name":"Payman Ahi","is_ca":true},{"name":"Cory Searcy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02850746295920378,"gpt":0.2479409134767779,"spread":0.2194334505175741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002322286,0.001356935,0.001476957,0.003849256,0.001020214,0.007033818,0.001997996,0.0026527,0.002824674],"category_scores_gemma":[0.005183594,0.0007146053,0.002266104,0.003134141,0.001644682,0.00502054,0.004563665,0.001832375,0.0004169263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002424746,"about_ca_system_score_gemma":0.003037484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00462199,"about_ca_topic_score_gemma":0.003066911,"domain_scores_codex":[0.9976237,0.0009705769,0.0001139504,0.0002221246,0.0008647173,0.0002049237],"domain_scores_gemma":[0.997771,0.001129796,0.0002973713,0.0001895919,0.000441365,0.0001708314],"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":[0.00002849459,0.00009428991,0.00213455,0.0001210171,0.0001711739,0.0001844266,0.0001592309,0.8161499,0.002032412,0.150806,0.0004851354,0.02763349],"study_design_scores_gemma":[0.000004323762,0.0000400227,0.0002833892,0.00004760289,0.00004968367,0.00003740383,0.0001533942,0.8607754,0.001049559,0.1363961,0.001142388,0.00002086894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03611452,0.0004040956,0.9486203,0.001243052,0.00006479264,0.00008953706,0.0001530393,0.0001197906,0.0131909],"genre_scores_gemma":[0.7882956,0.001465555,0.2035935,0.0002897933,0.0001184773,0.0002482866,0.0002169671,0.00008566321,0.005686073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007033818,"threshold_uncertainty_score":0.01759285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981887510","doi":"10.1016/j.apm.2005.11.019","title":"Large eddy simulation of a sheet/cloud cavitation on a NACA0015 hydrofoil","year":2006,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":165,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"U.S. Navy; Canada Research Chairs","keywords":"Cavitation; Mechanics; Vortex; Bubble; Large eddy simulation; Physics; Compressibility; Classical mechanics; Turbulence","authors":[{"name":"G. Wang","is_ca":true},{"name":"Martin Ostoja‐Starzewski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01473440719350189,"gpt":0.2264216760629311,"spread":0.2116872688694292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002536671,0.00044153,0.0006274051,0.0003512012,0.0008775017,0.0007090945,0.0007726185,0.001377069,0.003083399],"category_scores_gemma":[0.001166725,0.0003334109,0.0004639067,0.0002886106,0.0009012282,0.000628787,0.0005005515,0.000852697,0.0001469852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136794,"about_ca_system_score_gemma":0.001027838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04102031,"about_ca_topic_score_gemma":0.01567532,"domain_scores_codex":[0.9998821,0.00002712403,0.000006164334,0.00001757117,0.00002757472,0.00003941832],"domain_scores_gemma":[0.9993601,0.0003169581,0.00006229097,0.00003951277,0.00009803165,0.0001230324],"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":[0.0002268914,0.0001823532,0.003177067,0.00003444147,0.00002924702,0.0002905746,0.00006969933,0.9880065,0.004550381,0.001127702,0.000517855,0.001787289],"study_design_scores_gemma":[0.00002404281,0.00003797171,0.0009192608,0.000001823631,0.000003278582,0.000008893218,0.00001816682,0.9983457,0.0005082112,0.00005942888,0.00006840386,0.000004835284],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892086,0.00004600791,0.004005164,0.0002150649,0.00003789159,0.00003241293,0.000169399,0.0001656072,0.006119788],"genre_scores_gemma":[0.9979405,0.00001485003,0.001032015,0.00002292436,0.000005026875,0.0000101078,0.00006625638,0.00001957433,0.0008888062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04102031,"threshold_uncertainty_score":0.08156306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2175711167","doi":"10.1016/j.apm.2015.11.027","title":"A review of mathematical inventory models for reverse logistics and the future of its modeling: An environmental perspective","year":2015,"lang":"en","type":"review","venue":"Applied Mathematical Modelling","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":160,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reverse logistics; Economic order quantity; Greenhouse gas; Production (economics); Supply chain; Operations research; Order (exchange); Computer science; Product (mathematics); Environmental economics; Inventory control; Business; Economics; Engineering; Marketing; Microeconomics; Mathematics","authors":[{"name":"Ehab Bazan","is_ca":true},{"name":"Mohamad Y. Jaber","is_ca":true},{"name":"Simone Zanoni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08846830086581768,"gpt":0.296746611175347,"spread":0.2082783103095293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001830261,0.001429672,0.002128236,0.00345093,0.0003232272,0.002447126,0.001986243,0.001582736,0.002697418],"category_scores_gemma":[0.003632637,0.0006268779,0.001178742,0.007099799,0.0007477917,0.003789855,0.0008732441,0.001585772,0.001373319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316172,"about_ca_system_score_gemma":0.002858496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00381407,"about_ca_topic_score_gemma":0.003409197,"domain_scores_codex":[0.9993839,0.0001527281,0.000107046,0.00009497396,0.0002285102,0.00003272411],"domain_scores_gemma":[0.9977475,0.001428457,0.0002450544,0.0000796212,0.0004520926,0.0000473538],"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":[0.00005134656,0.0001072666,0.0004682818,0.03525356,0.0002238307,0.0001663359,0.0001057643,0.02113741,0.0009292543,0.07469037,0.03509841,0.8317682],"study_design_scores_gemma":[0.00001435121,0.00009005799,0.0007335834,0.01161743,0.000320057,0.0006139448,0.0001510737,0.01110774,0.0007661714,0.05386746,0.9206021,0.0001158909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002863457,0.991593,0.005210342,0.0008610406,0.0002615204,0.000007623844,0.00008921565,0.00002584727,0.001665111],"genre_scores_gemma":[0.002280204,0.9941521,0.002558839,0.0001878875,0.0002639659,0.000008662762,0.00008497303,0.000007095481,0.0004562537],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00381407,"threshold_uncertainty_score":0.009679496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021776079","doi":"10.1016/j.apm.2013.11.067","title":"CFD simulation of methane dispersion and innovative methane management in underground mining faces","year":2014,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":159,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Methane; Computational fluid dynamics; Dispersion (optics); Ventilation (architecture); Flow (mathematics); Petroleum engineering; Environmental science; Engineering; Computer simulation; Mechanics; Environmental engineering; Simulation; Mechanical engineering; Aerospace engineering; Chemistry; Physics","authors":[{"name":"Jundika C. Kurnia","is_ca":false},{"name":"Agus P. Sasmito","is_ca":true},{"name":"Arun S. Mujumdar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03127608942525401,"gpt":0.2415430800384372,"spread":0.2102669906131832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002144366,0.0003156508,0.0005725779,0.000500761,0.0006738266,0.001016744,0.0006500147,0.0017296,0.002469335],"category_scores_gemma":[0.001228842,0.0003174567,0.0004335191,0.0004314398,0.0009789473,0.0006998365,0.0008401385,0.0005825945,0.0001916843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009174808,"about_ca_system_score_gemma":0.001067419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01527366,"about_ca_topic_score_gemma":0.006481618,"domain_scores_codex":[0.9998496,0.00003723476,0.000006789864,0.00001991105,0.00004732639,0.00003920387],"domain_scores_gemma":[0.9995938,0.0002481265,0.00004619613,0.0000241495,0.00005243671,0.00003523786],"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":[0.0000527437,0.00003217965,0.001054435,0.00001668621,0.000006989721,0.00009218512,0.00002892063,0.9901583,0.001416806,0.005104213,0.0001515746,0.001884937],"study_design_scores_gemma":[0.00000601525,0.000006829771,0.0002201883,0.000002890934,0.000001393093,0.00001127482,0.00001447633,0.9984372,0.0004193321,0.0006555311,0.0002206676,0.00000409992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8105864,0.000554151,0.1255628,0.001555421,0.0002533651,0.0000878337,0.0004386317,0.0002833213,0.06067795],"genre_scores_gemma":[0.9911864,0.000103375,0.003909725,0.00003907059,0.00002362772,0.00001922668,0.00005072197,0.00002197926,0.004645863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01527366,"threshold_uncertainty_score":0.03036952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094282308","doi":"10.1016/j.apm.2009.12.005","title":"Global analysis of an SEIR model with varying population size and vaccination","year":2009,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Mitacs; National Science Council; University of Manitoba","keywords":"Population; Population size; Vaccination; Stability (learning theory); Mathematics; Statistics; Econometrics; Biology; Medicine; Computer science; Virology; Environmental health","authors":[{"name":"Chengjun Sun","is_ca":true},{"name":"Ying‐Hen Hsieh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02500525316300741,"gpt":0.2923579024252977,"spread":0.2673526492622904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001879513,0.001287946,0.002334211,0.001237318,0.0005043597,0.001483995,0.00185898,0.002560983,0.00584178],"category_scores_gemma":[0.00527496,0.0008209433,0.001959855,0.0007005081,0.001771629,0.002231073,0.001796382,0.001341802,0.0003907474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376544,"about_ca_system_score_gemma":0.0007829018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009816804,"about_ca_topic_score_gemma":0.00472196,"domain_scores_codex":[0.9996624,0.0001414539,0.00000966316,0.00007167296,0.0000221521,0.00009261991],"domain_scores_gemma":[0.9964721,0.002227459,0.0005546818,0.0001294078,0.000303667,0.0003127404],"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":[0.00007675616,0.00003557323,0.00118245,0.00005117169,0.00007025541,0.0001851019,0.0000615414,0.9665384,0.00118416,0.02850119,0.0007313232,0.001382002],"study_design_scores_gemma":[0.00001181461,0.00002262573,0.0003739694,0.000003743326,0.00002007314,0.00002481623,0.00002482527,0.9943825,0.0000596529,0.004967047,0.00009942817,0.000009511696],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.674822,0.001264583,0.3020215,0.002872482,0.0001055458,0.00007323907,0.0006406887,0.0004942876,0.01770574],"genre_scores_gemma":[0.9813533,0.0003602673,0.006239743,0.0002087642,0.00006051923,0.00005206879,0.0003094989,0.0001559829,0.01125987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009816804,"threshold_uncertainty_score":0.01954275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2517304026","doi":"10.1016/j.apm.2016.08.030","title":"A facility location model for global closed-loop supply chain network design","year":2016,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":147,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Supply chain network; Supply chain; Closed loop; Loop (graph theory); Sensitivity (control systems); Fuzzy logic; Mathematical optimization; Computer science; Supply chain management; Integer programming; Facility location problem; Linear programming; Control engineering; Engineering; Mathematics; Business; Artificial intelligence","authors":[{"name":"Saman Hassanzadeh Amin","is_ca":true},{"name":"Fazle Baki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04164163865188957,"gpt":0.2346547449442347,"spread":0.1930131062923451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001197392,0.001015275,0.001562441,0.0007789555,0.0008333549,0.002020918,0.002209484,0.003132615,0.007574861],"category_scores_gemma":[0.003524549,0.0008351917,0.001196385,0.001430191,0.001366075,0.00204211,0.001594081,0.001385721,0.0008643566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00218904,"about_ca_system_score_gemma":0.001956519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01574922,"about_ca_topic_score_gemma":0.009509236,"domain_scores_codex":[0.9993444,0.0002525484,0.0000227653,0.0001453674,0.0001348252,0.0001000219],"domain_scores_gemma":[0.9989203,0.0006320297,0.0001095717,0.00005321399,0.0002212358,0.00006364011],"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":[0.000009663255,0.000005800671,0.0000478376,0.00001126077,0.000004442806,0.0000162398,0.00001210131,0.9919816,0.0001225387,0.006471326,0.0001410424,0.001176071],"study_design_scores_gemma":[0.000005101905,0.000008518706,0.00001846995,0.000002523373,0.000003242108,0.000003609962,0.000004477131,0.996268,0.00003434034,0.003422529,0.0002261102,0.000003122589],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01148614,0.0001303571,0.9793727,0.0002370022,0.00003453951,0.00004720064,0.0001819165,0.0001492606,0.008360951],"genre_scores_gemma":[0.889291,0.0003811187,0.09194549,0.0001206446,0.00004671816,0.0003357924,0.0003460383,0.0001147019,0.01741845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01574922,"threshold_uncertainty_score":0.03131509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2461314913","doi":"10.1016/j.apm.2016.06.008","title":"Dual-channel supply chain: A strategy to maximize profit","year":2016,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":144,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Supply chain; Profit (economics); Business; Channel (broadcasting); Industrial organization; Markup language; Marketing; Computer science; Microeconomics; Economics; Telecommunications","authors":[{"name":"Raaid Batarfi","is_ca":true},{"name":"Mohamad Y. Jaber","is_ca":true},{"name":"Simone Zanoni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04686169769081015,"gpt":0.225130784370946,"spread":0.1782690866801359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009322313,0.0008648122,0.0008496872,0.001384237,0.001131591,0.003984582,0.001488314,0.002361506,0.01437847],"category_scores_gemma":[0.002259099,0.000574563,0.0007840373,0.002092961,0.001108326,0.00370488,0.002491402,0.001151099,0.001270441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002216822,"about_ca_system_score_gemma":0.002590074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001699288,"about_ca_topic_score_gemma":0.002763316,"domain_scores_codex":[0.9994393,0.0001821137,0.00001669437,0.0001150771,0.0001188825,0.0001278578],"domain_scores_gemma":[0.9993088,0.0002171956,0.00007597411,0.00007442296,0.0001638924,0.0001596884],"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":[0.0008189859,0.0003697013,0.001375297,0.0003303339,0.00008717149,0.0004009512,0.0002667676,0.5548986,0.008126861,0.3508989,0.006121459,0.07630511],"study_design_scores_gemma":[0.00007770337,0.0001993291,0.000158779,0.00006182506,0.00006158003,0.0001798118,0.0001630555,0.8612818,0.002407178,0.1287864,0.006573524,0.00004911072],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1032935,0.0005673919,0.8180705,0.002319073,0.0002261713,0.0002677233,0.0002253111,0.0003481726,0.07468219],"genre_scores_gemma":[0.9001945,0.0005972658,0.06922595,0.0002071413,0.00008569405,0.0001686349,0.00005716299,0.00007410271,0.02938955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01437847,"threshold_uncertainty_score":0.04810071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015630498","doi":"10.1016/j.apm.2011.08.027","title":"Numerical evaluation of two recoloring operators for an immiscible two-phase flow lattice Boltzmann model","year":2011,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":129,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Lattice Boltzmann methods; Lattice (music); Statistical physics; Algorithm; Computer science; Physics; Mathematics; Mechanics","authors":[{"name":"Sébastien Leclaire","is_ca":true},{"name":"Marcelo Reggio","is_ca":true},{"name":"Jean‐Yves Trépanier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1644511651625477,"gpt":0.3503383506491181,"spread":0.1858871854865705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008311816,0.000586345,0.0009378538,0.0007169204,0.0008386724,0.001522121,0.001378624,0.001699679,0.002520724],"category_scores_gemma":[0.002337655,0.0003092551,0.0004131176,0.0006226752,0.001967686,0.001204061,0.0009772643,0.0008447736,0.0001894902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124702,"about_ca_system_score_gemma":0.001214277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006578494,"about_ca_topic_score_gemma":0.003319405,"domain_scores_codex":[0.9998087,0.00007716783,0.000007367413,0.00001814332,0.00004711496,0.00004146532],"domain_scores_gemma":[0.9990054,0.000469203,0.0001023293,0.00007709443,0.0001718662,0.0001741897],"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":[0.0003383302,0.0002823118,0.0009340295,0.00009639844,0.00002360139,0.0001939644,0.000150559,0.907416,0.009171779,0.07704142,0.0003094149,0.004042214],"study_design_scores_gemma":[0.00002127241,0.00001576772,0.00004211796,0.000002275675,0.000002383795,0.000006064636,0.00001154269,0.997825,0.0004964484,0.001489543,0.00008153863,0.000006108997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.82665,0.0004390155,0.1499108,0.000605849,0.0001762648,0.0001193408,0.00008044574,0.0003495037,0.02166875],"genre_scores_gemma":[0.9752445,0.00007973159,0.02153482,0.00005477641,0.00001431885,0.00004295388,0.00003264323,0.00004696597,0.002949503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006578494,"threshold_uncertainty_score":0.01308042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058899488","doi":"10.1016/j.apm.2015.03.038","title":"Modelling worker reliability with learning and fatigue","year":2015,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":124,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada; National Aeronautics and Space Administration","keywords":"Forgetting; Reliability (semiconductor); Human error; Human reliability; Reliability engineering; Computer science; Word error rate; Measure (data warehouse); Engineering; Artificial intelligence; Psychology; Cognitive psychology; Data mining","authors":[{"name":"Z.S. Givi","is_ca":true},{"name":"Mohamad Y. Jaber","is_ca":true},{"name":"Patrick Neumann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1727124420334209,"gpt":0.3486544332787745,"spread":0.1759419912453536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001949481,0.0009636148,0.001018671,0.0007608827,0.0003282812,0.001104255,0.001731951,0.00232836,0.002407194],"category_scores_gemma":[0.0111542,0.0006581402,0.001213962,0.0004989235,0.001433559,0.001905397,0.001317636,0.00136457,0.0004260905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024652,"about_ca_system_score_gemma":0.0009793455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008381602,"about_ca_topic_score_gemma":0.004526339,"domain_scores_codex":[0.9991074,0.0003947536,0.00003757523,0.0001503168,0.0001835665,0.0001264441],"domain_scores_gemma":[0.995324,0.00328986,0.0005740483,0.000260154,0.0004323877,0.0001196257],"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":[0.00001938277,0.00002332236,0.0005894882,0.00003224655,0.00001602976,0.00003765311,0.00006522653,0.9877481,0.0002647917,0.00700748,0.0001294727,0.00406684],"study_design_scores_gemma":[0.000003643177,0.00002489033,0.0002928188,0.000006802522,0.000008802909,0.00001538523,0.00001205248,0.9884197,0.000120761,0.01090564,0.000182213,0.000007281676],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1304061,0.0005741176,0.8612353,0.00103789,0.00009273824,0.00007631094,0.0001329835,0.0001753612,0.006269217],"genre_scores_gemma":[0.9663233,0.0003942344,0.02113556,0.00007951684,0.00006308388,0.0001155497,0.00006741431,0.00004869072,0.01177268],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008381602,"threshold_uncertainty_score":0.01666564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011446372","doi":"10.1016/j.apm.2014.12.022","title":"An improved multi-choice goal programming approach for supplier selection problems","year":2014,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Optimization and Mathematical Programming","field":"Engineering","cited_by":123,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Goal programming; Purchasing; Mathematical optimization; Selection (genetic algorithm); Computer science; Operations research; Interval (graph theory); Minification; Linear programming; Control (management); Mathematics; Operations management; Artificial intelligence; Economics","authors":[{"name":"Omid Jadidi","is_ca":false},{"name":"Sergio Cavalieri","is_ca":false},{"name":"Saeed Zolfaghari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02383307217140284,"gpt":0.242820653460959,"spread":0.2189875812895561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029862,0.001401739,0.002104715,0.001541941,0.0006577248,0.001673046,0.002548395,0.001975423,0.005491039],"category_scores_gemma":[0.004116553,0.0009635414,0.00196989,0.00185015,0.000696371,0.001699004,0.002288757,0.002374181,0.0008350473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105155,"about_ca_system_score_gemma":0.001722818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005854333,"about_ca_topic_score_gemma":0.005271581,"domain_scores_codex":[0.9983085,0.000834688,0.00006673344,0.0001683448,0.0004908216,0.0001308887],"domain_scores_gemma":[0.9985127,0.0009361645,0.00007161954,0.00007830152,0.0003270798,0.00007405342],"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":[0.00005207316,0.0001214972,0.000261265,0.0001285998,0.00008345245,0.00007976191,0.0000731169,0.9249758,0.0007963039,0.03347214,0.001727484,0.03822854],"study_design_scores_gemma":[0.000007590382,0.00001897144,0.00005045309,0.000006432935,0.00001033496,0.000008303239,0.000004993075,0.9931192,0.00008313225,0.00622055,0.0004644663,0.000005561961],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00302968,0.0001131102,0.9943295,0.0001164975,0.00004025584,0.00003355879,0.00003444441,0.00007484163,0.002228074],"genre_scores_gemma":[0.2128608,0.0004252687,0.7772207,0.0002339838,0.0001496,0.000404473,0.0002171731,0.0002156277,0.00827244],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005854333,"threshold_uncertainty_score":0.01836938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973281625","doi":"10.1016/j.apm.2011.03.008","title":"An inexact rough-interval fuzzy linear programming method for generating conjunctive water-allocation strategies to agricultural irrigation systems","year":2011,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Water resources management and optimization","field":"Engineering","cited_by":117,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Interval (graph theory); Dual (grammatical number); Mathematical optimization; Linear programming; Fuzzy logic; Computer science; Fuzzy set; Uniqueness; Mathematics; Operations research; Artificial intelligence","authors":[{"name":"Hongwei Lu","is_ca":false},{"name":"Guohe Huang","is_ca":false},{"name":"Li He","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03938426651212055,"gpt":0.2490344819746,"spread":0.2096502154624794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001684424,0.0007321824,0.001288185,0.0006823487,0.0005385597,0.001020553,0.001306308,0.001159356,0.003132019],"category_scores_gemma":[0.002910085,0.0007284679,0.001110013,0.0007970371,0.0007512795,0.001072643,0.001005214,0.001186837,0.0002539597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006954269,"about_ca_system_score_gemma":0.001144059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004174141,"about_ca_topic_score_gemma":0.004345017,"domain_scores_codex":[0.999416,0.0001987625,0.0000336503,0.00009219509,0.0002140838,0.0000453203],"domain_scores_gemma":[0.9989918,0.000647454,0.00007578199,0.00006098251,0.0001857262,0.00003827414],"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":[0.00004137241,0.00004431336,0.0001057819,0.00007891264,0.00002563883,0.00005817887,0.00006767881,0.9450536,0.001027997,0.007728389,0.0004716445,0.04529646],"study_design_scores_gemma":[0.000004254016,0.00001296261,0.00001288343,0.000002824369,0.000004016746,0.000004550203,0.000003026484,0.9985496,0.000142945,0.001120573,0.0001399664,0.000002244372],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005232651,0.00006581783,0.9934068,0.00004979974,0.00002462216,0.0000299395,0.00001757532,0.0001015456,0.001071259],"genre_scores_gemma":[0.3119315,0.0001442874,0.6854833,0.00009697111,0.00004890656,0.0002864003,0.00007302737,0.0000694202,0.001866146],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004174141,"threshold_uncertainty_score":0.01047766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2768094259","doi":"10.1016/j.apm.2017.10.041","title":"Robust optimization for relief logistics planning under uncertainties in demand and transportation time","year":2017,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":112,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Education and Child Care","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Robust optimization; Robustness (evolution); Emergency management; Operations research; Stochastic programming; Computer science; Humanitarian Logistics; Sensitivity (control systems); Unexpected events; Optimization problem; Stochastic optimization; Mathematical optimization; Operations management; Engineering; Reliability engineering; Economics; Mathematics","authors":[{"name":"Yajie Liu","is_ca":false},{"name":"Hongtao Lei","is_ca":false},{"name":"Dezhi Zhang","is_ca":true},{"name":"Zhiyong Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08934174184195004,"gpt":0.2583262780841741,"spread":0.1689845362422241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003165932,0.001663695,0.002629414,0.001498794,0.0005025656,0.002579676,0.001613108,0.002130666,0.00338325],"category_scores_gemma":[0.009399332,0.001820421,0.001672038,0.001499491,0.00157196,0.002051638,0.001965225,0.002197066,0.000336777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002581102,"about_ca_system_score_gemma":0.00208246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01507419,"about_ca_topic_score_gemma":0.006528565,"domain_scores_codex":[0.9987349,0.0006360164,0.00005157093,0.0001802215,0.0002262312,0.0001711665],"domain_scores_gemma":[0.9956138,0.00331623,0.0004764933,0.0001252188,0.0003437582,0.0001245351],"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":[0.00001594732,0.000007755024,0.00003474441,0.00001745769,0.00001894485,0.00001170752,0.000006012964,0.9951485,0.0000813497,0.003545353,0.0001292851,0.000982905],"study_design_scores_gemma":[0.000003244064,0.000007587239,0.0000247248,0.000002195031,0.000003558204,0.000001609657,0.000002806877,0.9980351,0.00003528796,0.001821331,0.00005959652,0.00000292291],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02739526,0.0006752794,0.9641393,0.000890427,0.00009642201,0.00007430457,0.0002873308,0.0001921084,0.006249532],"genre_scores_gemma":[0.9067125,0.0007175214,0.08389242,0.0001870167,0.000136507,0.000256971,0.0004900369,0.0002383557,0.00736861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01507419,"threshold_uncertainty_score":0.02997291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025860404","doi":"10.1016/j.apm.2009.12.019","title":"Non-linear parametric vibration and stability analysis for two dynamic models of axially moving Timoshenko beams","year":2009,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":109,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; McGill University","funders":"","keywords":"Axial symmetry; Mathematics; Timoshenko beam theory; Vibration; Mathematical analysis; Parametric statistics; Displacement (psychology); Partial differential equation; Stability (learning theory); Transverse plane; Beam (structure); Differential equation; Equations of motion; Physics; Classical mechanics; Geometry; Structural engineering; Computer science; Engineering","authors":[{"name":"Mergen H. Ghayesh","is_ca":true},{"name":"Sara Balar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01954267343758163,"gpt":0.2419071548187104,"spread":0.2223644813811287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004597869,0.0005472338,0.0004460074,0.0003400913,0.0004575381,0.0005760048,0.0005982108,0.0008728789,0.0016896],"category_scores_gemma":[0.001065598,0.0002777777,0.0005871883,0.0001660671,0.0008477084,0.0005336844,0.0006304886,0.0004555607,0.0001880538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003601498,"about_ca_system_score_gemma":0.0003925809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002689907,"about_ca_topic_score_gemma":0.001741704,"domain_scores_codex":[0.9998446,0.00004823169,0.000006658656,0.00002341094,0.00005399144,0.00002306651],"domain_scores_gemma":[0.9996756,0.0001749961,0.0000621133,0.00002111933,0.00004830271,0.00001793017],"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":[0.000133307,0.00006757772,0.0007021897,0.0000954727,0.00003752188,0.0001491992,0.0003156074,0.9423327,0.01868768,0.02718402,0.0002564497,0.01003829],"study_design_scores_gemma":[0.000003668177,0.00002358434,0.0002310509,0.000001979518,0.000004594895,0.0000124747,0.00001668077,0.9980934,0.0005337954,0.00096944,0.0001044514,0.000004826659],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5005581,0.0004301047,0.4870307,0.0003557704,0.00004242132,0.00005395635,0.00006226581,0.0001292706,0.01133728],"genre_scores_gemma":[0.9929364,0.0000851381,0.003874169,0.00001399585,0.00000824472,0.00003714902,0.00001763171,0.00001027535,0.003016923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002689907,"threshold_uncertainty_score":0.005652308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116717548","doi":"10.1016/j.apm.2010.07.028","title":"Exact solutions for free flexural vibration of Lévy-type rectangular thick plates via third-order shear deformation plate theory","year":2010,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":107,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Plate theory; Boundary value problem; Vibration; Dimensionless quantity; Mathematics; Mathematical analysis; Exact solutions in general relativity; Bending of plates; Transverse plane; Normal mode; Geometry; Type (biology); Shear (geology); Bending; Structural engineering; Mechanics; Physics; Materials science; Engineering","authors":[{"name":"Shahrokh Hosseini-Hashemi","is_ca":false},{"name":"M. Fadaee","is_ca":false},{"name":"H. Rokni Damavandi Taher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01134076156410582,"gpt":0.2107306446427303,"spread":0.1993898830786245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000751447,0.001032837,0.0005720035,0.001162739,0.0004933585,0.001136275,0.001026489,0.001639438,0.003527518],"category_scores_gemma":[0.002603169,0.0004247437,0.0006912134,0.0006088144,0.001987606,0.001429412,0.001402263,0.001266605,0.0006220138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009271049,"about_ca_system_score_gemma":0.00100394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002192801,"about_ca_topic_score_gemma":0.00289718,"domain_scores_codex":[0.9998444,0.00004361519,0.000008526895,0.00001675624,0.00006019648,0.00002645256],"domain_scores_gemma":[0.9995131,0.0002324434,0.00006475695,0.00003513643,0.0001018332,0.00005273773],"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":[0.00009335356,0.00008455479,0.0006445624,0.0002102531,0.00004241112,0.0002676219,0.000330816,0.4936349,0.00666463,0.4791142,0.001778065,0.01713468],"study_design_scores_gemma":[0.00001951534,0.00002104404,0.0002375699,0.00002378463,0.000007330408,0.00005375594,0.0001105135,0.9143419,0.0005528561,0.08402229,0.0005906117,0.00001885649],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1814281,0.001652669,0.7769437,0.0009897522,0.0002461473,0.00007210327,0.0001318972,0.000177884,0.03835783],"genre_scores_gemma":[0.9089369,0.0009729953,0.0582372,0.0002076428,0.0001240578,0.0001331833,0.0001196434,0.0001215879,0.03114684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003527518,"threshold_uncertainty_score":0.01180077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791131283","doi":"10.1016/j.apm.2018.02.012","title":"Efficient reliability analysis based on adaptive sequential sampling design and cross-validation","year":2018,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":106,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Fundamental Research Funds for the Central Universities; State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Reliability (semiconductor); Kriging; Surrogate model; Computer science; Adaptive sampling; Cluster analysis; Sampling (signal processing); Function (biology); Machine learning; Importance sampling; Limit (mathematics); Uncertainty quantification; Data mining; Reliability engineering; Mathematical optimization; Artificial intelligence; Monte Carlo method; Mathematics; Statistics; Engineering; Power (physics)","authors":[{"name":"Ning‐Cong Xiao","is_ca":false},{"name":"Ming J. Zuo","is_ca":true},{"name":"Wei Guo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1868313603449542,"gpt":0.3641460883175816,"spread":0.1773147279726274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01864198,0.002106255,0.00294353,0.00224092,0.0006945166,0.00107635,0.002317242,0.00123514,0.002590552],"category_scores_gemma":[0.03742563,0.001308962,0.001852458,0.0010554,0.001284277,0.001678274,0.001885266,0.002152873,0.0005317134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036241,"about_ca_system_score_gemma":0.002934532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002172227,"about_ca_topic_score_gemma":0.002354992,"domain_scores_codex":[0.9904665,0.006018567,0.0004608102,0.0008394382,0.001949074,0.0002655934],"domain_scores_gemma":[0.9598343,0.02951515,0.001886638,0.002678451,0.005757992,0.0003274562],"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":[0.0005130715,0.000178238,0.001629465,0.0002767082,0.0003041809,0.00005877731,0.00009540299,0.849878,0.005716891,0.01985455,0.0006435095,0.1208513],"study_design_scores_gemma":[0.00001605548,0.00008381762,0.0002281052,0.000008385196,0.00002202435,0.00001656471,0.000002684702,0.9951246,0.001047139,0.003320742,0.0001226461,0.000007287797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003195177,0.00004835601,0.996416,0.00001456094,0.000008014986,0.00003793071,0.000009493219,0.0001322858,0.0001381568],"genre_scores_gemma":[0.3556371,0.0001874098,0.6417738,0.00007114988,0.00006495406,0.0007599669,0.0002817052,0.0001781109,0.001045829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01864198,"threshold_uncertainty_score":0.09858936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019040271","doi":"10.1016/j.apm.2011.05.022","title":"An optimized NGBM(1,1) model for forecasting the qualified discharge rate of industrial wastewater in China","year":2011,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Grey System Theory Applications","field":"Decision Sciences","cited_by":102,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"China Scholarship Council","keywords":"Simulation software; Mathematical optimization; Software; Series (stratigraphy); Nonlinear system; Computer science; Operations research; China; Government (linguistics); Engineering; Industrial engineering; Mathematics","authors":[{"name":"Zheng‐Xin Wang","is_ca":true},{"name":"Keith W. Hipel","is_ca":true},{"name":"Qian Wang","is_ca":true},{"name":"Shawei He","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4213900783878932,"gpt":0.3670462680548712,"spread":0.05434381033302205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009138075,0.000893389,0.001670849,0.000697326,0.0006283479,0.001500017,0.001556241,0.002033908,0.001078364],"category_scores_gemma":[0.001100152,0.0005906237,0.001082877,0.000841032,0.0006194657,0.0009024999,0.0007028707,0.0006910448,0.0001453365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00242355,"about_ca_system_score_gemma":0.003016693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.146389,"about_ca_topic_score_gemma":0.06315854,"domain_scores_codex":[0.9996165,0.0001113712,0.0000228064,0.0001125378,0.00005461599,0.00008222204],"domain_scores_gemma":[0.9996673,0.0001517696,0.00004348313,0.00001500709,0.00009555205,0.00002688513],"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":[0.00002022503,0.00001108752,0.0004803812,0.00001307681,0.00001172193,0.00002653039,0.000008461543,0.9977524,0.0001912438,0.000212687,0.00008509228,0.001187136],"study_design_scores_gemma":[0.000003962964,0.000005058433,0.0001755186,7.902336e-7,0.000003955764,9.513419e-7,0.000003573302,0.9996266,0.00004682787,0.0001112265,0.00001898519,0.000002380709],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8843117,0.0007045661,0.1064656,0.0005649089,0.0001111186,0.00007364288,0.0007052346,0.000384707,0.006678524],"genre_scores_gemma":[0.9950157,0.0001072686,0.002775345,0.00002572032,0.000009254803,0.0000381589,0.0002124871,0.0000133704,0.001802686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.146389,"threshold_uncertainty_score":0.2910739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889614642","doi":"10.1016/j.apm.2018.08.036","title":"Four-level closed loop supply chain with remanufacturing","year":2018,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":99,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Remanufacturing; Supply chain; Closed loop; Production (economics); Business; Reverse logistics; Manufacturing engineering; Order (exchange); Operations management; Computer science; Environmental economics; Engineering; Marketing; Economics; Microeconomics","authors":[{"name":"Parviz Hasanov","is_ca":false},{"name":"Mohamad Y. Jaber","is_ca":true},{"name":"Nail Tahirov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03985780123426821,"gpt":0.2132858399659812,"spread":0.173428038731713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000960751,0.0008005324,0.001277524,0.0007097611,0.001674276,0.003045112,0.002362963,0.002576041,0.008247713],"category_scores_gemma":[0.002077572,0.0005635856,0.001101295,0.001064982,0.001445476,0.002502884,0.002579173,0.001069853,0.0008741502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001816643,"about_ca_system_score_gemma":0.001325151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01139092,"about_ca_topic_score_gemma":0.005241626,"domain_scores_codex":[0.999121,0.0002725664,0.0000419334,0.0002206255,0.0001787135,0.0001652694],"domain_scores_gemma":[0.9990548,0.0003389264,0.0001715644,0.00009868392,0.0002576951,0.00007822817],"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":[0.0002533447,0.00009739098,0.0008275025,0.0001280654,0.00005410853,0.0005003299,0.0002104612,0.935827,0.004505749,0.04556489,0.0005653761,0.01146584],"study_design_scores_gemma":[0.0000181296,0.00006177757,0.0001265342,0.000006206761,0.00001633088,0.00002426689,0.00003081992,0.9895971,0.0006645335,0.008869447,0.000570578,0.00001415006],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1887971,0.0003232968,0.7730045,0.0008184464,0.0001450581,0.0001587455,0.00028674,0.0007304632,0.0357356],"genre_scores_gemma":[0.9587406,0.0001368286,0.02416747,0.00005887911,0.00002473379,0.000110538,0.0000946653,0.00002848137,0.0166379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01139092,"threshold_uncertainty_score":0.02759129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137515432","doi":"10.1016/j.apm.2021.03.013","title":"Free vibration response of smart sandwich plates with porous CNT-reinforced and piezoelectric layers","year":2021,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":98,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Carbon nanotube; Vibration; Composite material; Piezoelectricity; Core (optical fiber); Natural frequency; Porosity; Structural engineering; Acoustics; Engineering","authors":[{"name":"Rasool Moradi‐Dastjerdi","is_ca":true},{"name":"Kamran Behdinan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01492755473972601,"gpt":0.2096938103165844,"spread":0.1947662555768584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001714956,0.000216662,0.0001552345,0.0001508341,0.0001241408,0.0001731722,0.0003336825,0.0004380078,0.001770097],"category_scores_gemma":[0.0003364362,0.0001337109,0.00017114,0.00008730888,0.0003803125,0.0002225678,0.0002389227,0.0001786373,0.0001892655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001142846,"about_ca_system_score_gemma":0.0001232958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004378216,"about_ca_topic_score_gemma":0.000518847,"domain_scores_codex":[0.9998965,0.00001107718,0.00000411774,0.00001900495,0.00004508708,0.00002416493],"domain_scores_gemma":[0.9997759,0.000110843,0.00003784378,0.00001725993,0.00003583707,0.00002220935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005312444,0.00005378501,0.0009185035,0.00009021161,0.00002341821,0.0003021173,0.00008203613,0.04209061,0.9506907,0.0005993635,0.0001528573,0.004465058],"study_design_scores_gemma":[0.00004333723,0.0006460484,0.01046259,0.00002137616,0.00002630816,0.0001610358,0.0001787194,0.4575542,0.529945,0.0005003937,0.0004200595,0.00004102954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994959,0.00006107472,0.003937124,0.00003425443,0.0000210658,0.000003782596,0.00003398413,0.0000340357,0.000915562],"genre_scores_gemma":[0.9986637,0.00002187315,0.0007755941,0.000006513352,0.000001720768,0.000003009537,0.00001593102,0.000002656923,0.0005090578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001770097,"threshold_uncertainty_score":0.005921602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1985569042","doi":"10.1016/j.apm.2011.09.084","title":"Nonlinear vibrations and stability of parametrically exited systems with cubic nonlinearities and internal boundary conditions: A general solution procedure","year":2011,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":97,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Nonlinear system; Stability (learning theory); Vibration; Mathematics; Mathematical analysis; Boundary value problem; Equations of motion; Control theory (sociology); Multiple-scale analysis; Partial differential equation; Boundary (topology); Amplitude; Applied mathematics; Physics; Classical mechanics; Computer science","authors":[{"name":"Mergen H. Ghayesh","is_ca":true},{"name":"Siavash Kazemirad","is_ca":true},{"name":"Tyler Reid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02514963948550895,"gpt":0.2154011693248535,"spread":0.1902515298393445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000910298,0.0009065135,0.0007966054,0.0008302574,0.0006051963,0.0008062907,0.001222937,0.001410356,0.003977535],"category_scores_gemma":[0.001816749,0.0004807362,0.001204109,0.0004498254,0.001712234,0.001016115,0.002074153,0.001535604,0.0006468653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004563535,"about_ca_system_score_gemma":0.0007529782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002293183,"about_ca_topic_score_gemma":0.002578253,"domain_scores_codex":[0.9998247,0.00006514879,0.00001035595,0.00003193553,0.00004882943,0.0000189796],"domain_scores_gemma":[0.9996947,0.0001542003,0.00002947101,0.00003327769,0.00006961935,0.00001885963],"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":[0.0001069703,0.0001048002,0.0004483474,0.0002992915,0.00006505474,0.0003180804,0.0005883398,0.6352159,0.01968354,0.3008754,0.001811159,0.04048322],"study_design_scores_gemma":[0.00001320483,0.000022555,0.0001176197,0.0000117691,0.000009620547,0.00003653138,0.00003561897,0.9765013,0.0008113491,0.02153171,0.0008959156,0.00001274501],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03143641,0.0003205566,0.9545593,0.0001662269,0.00005155711,0.00007598834,0.00005907073,0.00009031303,0.01324067],"genre_scores_gemma":[0.718543,0.00113888,0.2217315,0.0002062064,0.0001826511,0.000538432,0.0002460668,0.0003222153,0.05709107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003977535,"threshold_uncertainty_score":0.0133062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2204973712","doi":"10.1016/j.apm.2015.09.018","title":"Interpretive structural modeling-analytic network process integrated framework for evaluating sustainable supply chain management alternatives","year":2015,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":91,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Sustainability; Incentive; Ranking (information retrieval); Supply chain; Analytic network process; Supply chain management; Process (computing); Business; Process management; Environmental economics; Computer science; Marketing; Engineering; Economics; Operations research; Analytic hierarchy process","authors":[{"name":"Mohammad Hussain","is_ca":true},{"name":"Anjali Awasthi","is_ca":true},{"name":"Manoj Kumar Tiwari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04600295505029318,"gpt":0.3082209972926835,"spread":0.2622180422423904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004387214,0.001160319,0.0009998645,0.002530476,0.00067681,0.002551941,0.001748199,0.001340662,0.003591615],"category_scores_gemma":[0.009576543,0.0004766133,0.001135293,0.001873037,0.001541699,0.002836611,0.001636643,0.001311327,0.0002245285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002809448,"about_ca_system_score_gemma":0.003380684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00608518,"about_ca_topic_score_gemma":0.006212437,"domain_scores_codex":[0.996992,0.0019301,0.00009236245,0.0001507329,0.0007204237,0.0001143895],"domain_scores_gemma":[0.996653,0.002368938,0.0003250527,0.000163685,0.000428252,0.00006099195],"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":[0.00001651777,0.00005308013,0.000388623,0.00003272618,0.00002971625,0.00003527095,0.00007762294,0.8967006,0.0002857494,0.09420548,0.0001246825,0.008049903],"study_design_scores_gemma":[0.000003637312,0.00001309889,0.00004246032,0.00000631601,0.000009116574,0.000003534497,0.00002440385,0.9653016,0.0001027062,0.03431505,0.0001751184,0.00000294839],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01682138,0.00005230199,0.9785727,0.000229281,0.00001040771,0.00008162435,0.00006219759,0.00006722764,0.004102908],"genre_scores_gemma":[0.7208052,0.0001897213,0.2763471,0.00005196926,0.00002970833,0.0004634707,0.0001751794,0.00004331053,0.001894216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00608518,"threshold_uncertainty_score":0.02320206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059168448","doi":"10.1016/j.apm.2014.08.001","title":"Impact of fuel price and emissions on inventory policies","year":2014,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":89,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Supply chain; Carbon tax; Order (exchange); Economic order quantity; Business; Industrial organization; Position (finance); Environmental economics; Function (biology); Production (economics); Supply chain management; Greenhouse gas; Economics; Microeconomics; Finance; Marketing","authors":[{"name":"Amulya Gurtu","is_ca":true},{"name":"Mohamad Y. Jaber","is_ca":true},{"name":"Cory Searcy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02271289792232267,"gpt":0.2466611163832248,"spread":0.2239482184609021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002707753,0.0007428717,0.0009018896,0.0008277952,0.0005494113,0.003956508,0.001045852,0.002142836,0.01051808],"category_scores_gemma":[0.01334686,0.0006765076,0.001101174,0.001226875,0.001016197,0.003435623,0.0008010917,0.001978957,0.0004548595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003146603,"about_ca_system_score_gemma":0.001932311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02632088,"about_ca_topic_score_gemma":0.01540709,"domain_scores_codex":[0.9990923,0.0003907012,0.00003179658,0.00008233204,0.0001310027,0.0002718465],"domain_scores_gemma":[0.991326,0.007196467,0.0005509465,0.0001897905,0.0005459634,0.0001908157],"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":[0.0005899455,0.000201005,0.00296578,0.00007690953,0.00006139264,0.0002140932,0.00002710588,0.9668797,0.0009980565,0.0229682,0.0007116196,0.004306065],"study_design_scores_gemma":[0.00008298003,0.0002249403,0.007217087,0.00003238454,0.0001390473,0.00005626797,0.0003159671,0.9581909,0.002111277,0.03014941,0.001414955,0.00006474619],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935771,0.000922855,0.01049841,0.002586059,0.0003141664,0.0000519237,0.001304004,0.00009462886,0.04845704],"genre_scores_gemma":[0.9948302,0.0004090898,0.0005486821,0.00006755473,0.00002800465,0.000008597208,0.000121266,0.00002387182,0.003962767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02632088,"threshold_uncertainty_score":0.05233532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885266619","doi":"10.1016/j.apm.2018.08.003","title":"Novel mathematical modelling methods of comprehensive mesh stiffness for spur and helical gears","year":2018,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":85,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Spur; Stiffness; Coupling (piping); Spur gear; Structural engineering; Computer science; Engineering; Mechanical engineering","authors":[{"name":"Xiaolin Tang","is_ca":true},{"name":"Liang Zou","is_ca":false},{"name":"Wei Yang","is_ca":false},{"name":"Yanjun Huang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05152566126232288,"gpt":0.2926916957492828,"spread":0.2411660344869599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000872644,0.0008910834,0.0005312908,0.001070394,0.0003846839,0.001115578,0.00139909,0.001051588,0.003164275],"category_scores_gemma":[0.002135818,0.0004394871,0.0009449657,0.0005772772,0.0008399224,0.001975784,0.001146638,0.001105924,0.000954463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005047029,"about_ca_system_score_gemma":0.0006229461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001116841,"about_ca_topic_score_gemma":0.001535944,"domain_scores_codex":[0.9996176,0.0001012308,0.00003020664,0.00005667948,0.0001725564,0.00002183431],"domain_scores_gemma":[0.9994265,0.0002087664,0.00007457454,0.00008764532,0.0001746778,0.00002790823],"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":[0.00003672881,0.00005407742,0.000489696,0.000293807,0.00003853143,0.0002008931,0.0003339255,0.4849897,0.01886027,0.4124368,0.001799916,0.08046562],"study_design_scores_gemma":[0.000002673866,0.00001468849,0.00008081769,0.00001703931,0.00000589442,0.00007852304,0.00002107781,0.9721293,0.001160665,0.02301891,0.003458773,0.00001163022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002143089,0.0001326747,0.9955359,0.00003786791,0.00003896878,0.00001398819,0.00001754847,0.00004897252,0.002031005],"genre_scores_gemma":[0.3669014,0.001535575,0.6061717,0.0001328133,0.0002141332,0.0002375264,0.0001804842,0.0003738497,0.02425247],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003164275,"threshold_uncertainty_score":0.01058549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047029006","doi":"10.1016/j.apm.2011.07.007","title":"Natural frequencies of rectangular Mindlin plates coupled with stationary fluid","year":2011,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":85,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Bernoulli's principle; Plate theory; Boundary value problem; Vibration; Normal mode; Free surface; Velocity potential; Mathematics; Mechanics; Mathematical analysis; Work (physics); Geometry; Surface (topology); Boundary (topology); Bending of plates; Materials science; Physics; Acoustics; Composite material; Bending","authors":[{"name":"Shahrokh Hosseini-Hashemi","is_ca":false},{"name":"Mahmoud Karimi","is_ca":false},{"name":"Hossein Rokni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01206776479600161,"gpt":0.169609473725271,"spread":0.1575417089292694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006096544,0.0006894496,0.0005302853,0.0009891239,0.0005940764,0.001329274,0.0009207517,0.001897837,0.004155705],"category_scores_gemma":[0.002222174,0.0005432029,0.0005155312,0.0004068214,0.002383205,0.001140108,0.001259082,0.000832874,0.0005563434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005801202,"about_ca_system_score_gemma":0.0005649134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014547,"about_ca_topic_score_gemma":0.001662416,"domain_scores_codex":[0.9997442,0.00009632616,0.000007544417,0.00003188282,0.00007244128,0.00004753843],"domain_scores_gemma":[0.9992567,0.0003946584,0.0001142745,0.00004272611,0.0001110551,0.00008065105],"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":[0.0005974573,0.0001891633,0.003226402,0.0003413427,0.00006550139,0.001199689,0.00117141,0.7466782,0.03951275,0.1937513,0.001948185,0.01131862],"study_design_scores_gemma":[0.00002080985,0.00005158037,0.001149929,0.00002512573,0.00001162008,0.0001133684,0.0002604407,0.9802154,0.002084949,0.01531173,0.000720782,0.00003420183],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7260062,0.0009623527,0.2020624,0.001179092,0.000317927,0.0001128618,0.0001583898,0.0003157897,0.06888513],"genre_scores_gemma":[0.9806083,0.0002479965,0.005761066,0.0000850235,0.00004390196,0.00004462003,0.00003487162,0.0000564781,0.01311768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004155705,"threshold_uncertainty_score":0.01390219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065295637","doi":"10.1016/j.apm.2011.08.019","title":"Infectious disease models with time-varying parameters and general nonlinear incidence rate","year":2011,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Epidemic model; Nonlinear system; Incidence (geometry); Control theory (sociology); Population; Mathematics; Vaccination; Computer science; Control (management); Medicine; Immunology; Physics; Artificial intelligence","authors":[{"name":"Xinzhi Liu","is_ca":true},{"name":"Peter Stechlinski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04409981671241978,"gpt":0.2500960585317344,"spread":0.2059962418193146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004185414,0.00218297,0.002985723,0.001841455,0.00081118,0.003142311,0.004516112,0.005738813,0.004846876],"category_scores_gemma":[0.01502899,0.001599386,0.002564941,0.002231239,0.00260206,0.00635523,0.002252341,0.003410475,0.001730208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002615414,"about_ca_system_score_gemma":0.001297821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007884047,"about_ca_topic_score_gemma":0.003895898,"domain_scores_codex":[0.9977415,0.001065123,0.0001403115,0.0004833445,0.000230958,0.0003387647],"domain_scores_gemma":[0.9923187,0.004822623,0.001412038,0.0004556178,0.0007116343,0.0002792752],"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":[0.0001316947,0.0001170218,0.003269691,0.0002348117,0.0001592643,0.0006513708,0.000359417,0.8316979,0.001255001,0.155709,0.001530104,0.004884764],"study_design_scores_gemma":[0.00004733325,0.00005460691,0.0009921269,0.00002813642,0.00008666678,0.0003628341,0.00007563292,0.9411271,0.0001616253,0.0557138,0.001294031,0.00005615204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2564596,0.004980501,0.7041239,0.007618136,0.0007849574,0.0002995465,0.003393075,0.0005682583,0.02177204],"genre_scores_gemma":[0.9229521,0.004782098,0.0205201,0.0005104112,0.0005256166,0.000357309,0.001123964,0.0001486063,0.04907977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007884047,"threshold_uncertainty_score":0.02213484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055508815","doi":"10.1016/j.apm.2011.12.005","title":"Inventory models for imperfect quality items with shortages and learning in inspection","year":2011,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":83,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Imperfect; Quality (philosophy); Vendor; Economic shortage; Economic order quantity; Computer science; Production (economics); Task (project management); Order (exchange); Operations research; Operations management; Risk analysis (engineering); Marketing; Business; Supply chain; Economics; Microeconomics; Engineering","authors":[{"name":"Ioannis Konstantaras","is_ca":false},{"name":"K. Skouri","is_ca":false},{"name":"Mohamad Y. Jaber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08826526748179904,"gpt":0.243428133472458,"spread":0.1551628659906589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005330076,0.001305012,0.002782402,0.001681979,0.0006769639,0.003348155,0.004709009,0.003636403,0.006539922],"category_scores_gemma":[0.020297,0.001876895,0.001920277,0.002612635,0.003198249,0.005190429,0.001759212,0.002819989,0.0006941093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005143924,"about_ca_system_score_gemma":0.002461584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03392085,"about_ca_topic_score_gemma":0.01836854,"domain_scores_codex":[0.9982643,0.0006268769,0.0001378489,0.0002883637,0.0002836677,0.0003990045],"domain_scores_gemma":[0.9868107,0.009289042,0.001767107,0.0004163075,0.001302138,0.0004147385],"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":[0.0000501668,0.00004218486,0.0006128055,0.00006547278,0.000015147,0.00009056242,0.00008620043,0.9668034,0.0001230585,0.0296202,0.0004751371,0.00201566],"study_design_scores_gemma":[0.00001165957,0.00001803747,0.0002811908,0.00001169704,0.00001191439,0.0000212098,0.00002352097,0.9829873,0.00004069322,0.01642173,0.000156591,0.00001438444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2304103,0.002737843,0.7345045,0.003954734,0.0002793177,0.0001809604,0.0009858833,0.0005076841,0.02643873],"genre_scores_gemma":[0.9495409,0.001021932,0.01880028,0.000168597,0.0001060447,0.0001217006,0.0003562473,0.00009054352,0.02979375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03392085,"threshold_uncertainty_score":0.06744683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W846923873","doi":"10.1016/j.apm.2015.06.014","title":"The Müntz-Legendre Tau method for fractional differential equations","year":2015,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":82,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Legendre polynomials; Mathematics; Algebraic equation; Orthogonal polynomials; Classical orthogonal polynomials; Sequence (biology); Legendre wavelet; Associated Legendre polynomials; Applied mathematics; Fractional calculus; Jacobi polynomials; Differential equation; Scheme (mathematics); Gegenbauer polynomials; Numerical analysis; Discrete orthogonal polynomials; Mathematical analysis; Computer science; Nonlinear system","authors":[{"name":"P. Mokhtary","is_ca":false},{"name":"F. Ghoreishi","is_ca":false},{"name":"H. M. Srivastava","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.200888377014023,"gpt":0.3817076666534986,"spread":0.1808192896394756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001099022,0.0008410127,0.001064961,0.001766103,0.0008776246,0.001643479,0.001203483,0.001585833,0.002728547],"category_scores_gemma":[0.002483067,0.0003369565,0.001030793,0.001218893,0.001521905,0.001983733,0.001211262,0.002685786,0.000669598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023912,"about_ca_system_score_gemma":0.001204298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002150349,"about_ca_topic_score_gemma":0.001841171,"domain_scores_codex":[0.9996977,0.0001638943,0.00001231471,0.00003373051,0.00006399992,0.00002844037],"domain_scores_gemma":[0.999458,0.0002714309,0.00005014411,0.00004853663,0.0001315248,0.00004036792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005605442,0.0000427464,0.0001874769,0.0001884902,0.00004071894,0.0001131392,0.0001973074,0.05118274,0.00496659,0.8968619,0.001666099,0.04449663],"study_design_scores_gemma":[0.0000125077,0.00003935787,0.0001551966,0.00004709115,0.00002250078,0.0001364419,0.00004831263,0.7138117,0.00178122,0.2742987,0.009606265,0.00004064485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01402977,0.00279415,0.9670008,0.0005249598,0.0003903252,0.00004074501,0.00004783376,0.0001057118,0.01506579],"genre_scores_gemma":[0.4975866,0.006568951,0.4271155,0.0004822928,0.001047306,0.0002811242,0.0001661646,0.00039216,0.06635986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002728547,"threshold_uncertainty_score":0.009127915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081448506","doi":"10.1016/j.apm.2008.11.022","title":"Full 3D finite element Cosserat formulation with application in layered structures","year":2008,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":80,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Finite element method; Consistency (knowledge bases); Continuum mechanics; Mathematics; Extension (predicate logic); Element (criminal law); Mixed finite element method; Mathematical analysis; Geometry; Classical mechanics; Structural engineering; Computer science; Physics; Engineering; Law","authors":[{"name":"A. Riahi","is_ca":true},{"name":"J.H. Curran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01944114393805289,"gpt":0.2263623658083609,"spread":0.206921221870308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003889695,0.0006073472,0.0008085804,0.0004676609,0.0003114734,0.000994134,0.001098383,0.001709585,0.00542701],"category_scores_gemma":[0.00071515,0.0005024183,0.0006133178,0.0005975173,0.0004643726,0.0008580642,0.0008621953,0.0008459871,0.001636801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242666,"about_ca_system_score_gemma":0.000648228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001329243,"about_ca_topic_score_gemma":0.002412872,"domain_scores_codex":[0.99985,0.00003229031,0.00001019321,0.00001378113,0.00008580329,0.000007813755],"domain_scores_gemma":[0.9997559,0.00006576208,0.00002568035,0.00004649895,0.00009072892,0.00001545041],"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":[0.00005821163,0.00006365713,0.0003700758,0.0001942363,0.0000384737,0.0002242409,0.0001273993,0.845496,0.01721334,0.06662355,0.003416894,0.06617402],"study_design_scores_gemma":[0.000003637505,0.00000837897,0.00005182958,0.000006317002,0.000003368261,0.00004279459,0.0000107341,0.9920216,0.001337699,0.003317116,0.003190574,0.000005878852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007793874,0.000174992,0.9845933,0.0001715938,0.00008042209,0.00002947867,0.0001452514,0.00028465,0.006726436],"genre_scores_gemma":[0.2740449,0.0007980947,0.6994863,0.0003825701,0.0001160593,0.0002751141,0.0006051462,0.0006755795,0.02361621],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00542701,"threshold_uncertainty_score":0.01815516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971953541","doi":"10.1016/j.apm.2009.06.028","title":"Vibration analysis of truncated conical shells subjected to flowing fluid","year":2009,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":77,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Conical surface; Mechanics; Shell (structure); Bernoulli's principle; Vibration; Centrifugal force; Displacement (psychology); Boundary value problem; Finite element method; Fluid dynamics; Fictitious force; Classical mechanics; Physics; Geometry; Engineering; Mathematics; Mathematical analysis; Flow (mathematics); Mechanical engineering; Thermodynamics","authors":[{"name":"Youcef Kerboua","is_ca":true},{"name":"A. A. Lakis","is_ca":true},{"name":"M. Hmila","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01247416321402212,"gpt":0.2191462571306478,"spread":0.2066720939166257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003955083,0.0003729838,0.0004887934,0.0003550666,0.0002568834,0.0004832669,0.0005099127,0.0007629105,0.001602443],"category_scores_gemma":[0.0008695928,0.000186372,0.0004408661,0.0001902761,0.001015923,0.0003757198,0.0006501863,0.0003592419,0.0001758249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002525729,"about_ca_system_score_gemma":0.0003234239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075517,"about_ca_topic_score_gemma":0.0005200125,"domain_scores_codex":[0.9998457,0.0000408216,0.000006404851,0.00001993064,0.00005534852,0.0000317932],"domain_scores_gemma":[0.9997599,0.0001066401,0.00003910547,0.00001818216,0.00004915185,0.00002712834],"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":[0.001097539,0.0001315973,0.002789879,0.0001902219,0.00007176738,0.001441557,0.0007150958,0.6656899,0.2675718,0.02942591,0.0006868508,0.0301879],"study_design_scores_gemma":[0.00001251649,0.00009452916,0.001952205,0.00001148532,0.000009083757,0.00009737696,0.0001164214,0.9909966,0.004415247,0.00204431,0.0002345086,0.00001565366],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7803509,0.0002697149,0.2103445,0.0001781746,0.00007794582,0.00003545048,0.00004837283,0.0001231151,0.008571777],"genre_scores_gemma":[0.9935259,0.00009439997,0.003274209,0.00001815631,0.00001088819,0.00001083672,0.00002364762,0.00002071158,0.003021258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001602443,"threshold_uncertainty_score":0.005360723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047498382","doi":"10.1016/j.apm.2008.08.006","title":"An M/G/1 queue with two phases of service subject to the server breakdown and delayed repair","year":2008,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":76,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Queue; Generalization; Joint probability distribution; Mathematics; Reliability (semiconductor); Computer science; State (computer science); Burke's theorem; Laplace transform; Applied mathematics; Algorithm; Statistics; Fork–join queue; Queue management system; Mathematical analysis; Computer network; Physics","authors":[{"name":"Gautam Choudhury","is_ca":false},{"name":"Lotfi Tadj","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02260487370844676,"gpt":0.2387461632211172,"spread":0.2161412895126704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003070863,0.001411098,0.002446281,0.00152484,0.002342099,0.003838421,0.003386412,0.004455595,0.004316296],"category_scores_gemma":[0.006516572,0.00100951,0.0008198801,0.00231749,0.001879469,0.002308461,0.001658187,0.002141127,0.0005367116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004132262,"about_ca_system_score_gemma":0.002988853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01369372,"about_ca_topic_score_gemma":0.009491347,"domain_scores_codex":[0.9984539,0.0003700642,0.00007022741,0.0003291858,0.0002845334,0.0004920508],"domain_scores_gemma":[0.9964328,0.00171786,0.0005309841,0.0001456617,0.0006276213,0.0005450035],"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":[0.002291354,0.0005281921,0.004734839,0.0006303033,0.0001711013,0.004296863,0.0006697014,0.7602827,0.01493399,0.1904695,0.00852606,0.0124654],"study_design_scores_gemma":[0.000169495,0.000178265,0.000695153,0.00001669019,0.00007369655,0.0002181748,0.00008779226,0.9814357,0.0009112603,0.01554972,0.0006143416,0.00004979853],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5545959,0.001889632,0.4194632,0.006592797,0.001152463,0.0004819158,0.001737501,0.0009502409,0.01313645],"genre_scores_gemma":[0.9716466,0.0004341365,0.01808826,0.0004161635,0.0004009768,0.00009206314,0.000208353,0.00005602859,0.008657324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01369372,"threshold_uncertainty_score":0.02998173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2613757152","doi":"10.1016/j.apm.2017.04.041","title":"Supply chain coordination through integration of innovation effort and advertising support","year":2017,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":74,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Incentive; Business; Channel coordination; Supply chain; Monopoly; Industrial organization; Product (mathematics); Subsidy; Channel (broadcasting); Marketing; Game theory; Microeconomics; Supply chain management; Economics","authors":[{"name":"Song Jian","is_ca":false},{"name":"Feng Li","is_ca":false},{"name":"Desheng Wu","is_ca":true},{"name":"Liang Liang","is_ca":false},{"name":"Alexandre Dolgui","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04606961796153219,"gpt":0.2629316425625422,"spread":0.21686202460101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001735018,0.0006232552,0.0009389329,0.001269787,0.0006220767,0.004529414,0.001379317,0.0014505,0.006353379],"category_scores_gemma":[0.008017545,0.0005366087,0.0007475723,0.001535058,0.0008169202,0.004256557,0.001877534,0.0008344006,0.0005887095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001524731,"about_ca_system_score_gemma":0.002156009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003744148,"about_ca_topic_score_gemma":0.002989737,"domain_scores_codex":[0.9986265,0.0004451414,0.00008884609,0.00027663,0.000332287,0.0002306614],"domain_scores_gemma":[0.9959038,0.002076733,0.0007134211,0.0004074549,0.0005997653,0.0002989265],"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":[0.0002003848,0.0002364953,0.003649707,0.0001122821,0.0001079656,0.000236879,0.0003027357,0.7329645,0.004468203,0.2072838,0.0008559254,0.04958107],"study_design_scores_gemma":[0.00002049607,0.00008435982,0.0009568957,0.00001919543,0.00004750253,0.00004861891,0.00009056099,0.951756,0.0008859981,0.04479525,0.00127098,0.00002413163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.214749,0.0005238847,0.7300798,0.001393182,0.0001275794,0.000124722,0.0001495678,0.0004162067,0.052436],"genre_scores_gemma":[0.9742708,0.0001804902,0.01865156,0.0000276121,0.00003480083,0.000039789,0.00003229613,0.00003054804,0.006732027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006353379,"threshold_uncertainty_score":0.02125418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166369709","doi":"10.1016/j.apm.2011.11.066","title":"Production, remanufacturing and waste disposal models for the cases of pure and partial backordering","year":2011,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":73,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Remanufacturing; Stock (firearms); Business; Quality (philosophy); Production (economics); Industrial organization; Operations management; Microeconomics; Economics; Manufacturing engineering; Engineering","authors":[{"name":"Parviz Hasanov","is_ca":true},{"name":"Mohamad Y. Jaber","is_ca":true},{"name":"Saeed Zolfaghari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0467433044767492,"gpt":0.215012099463697,"spread":0.1682687949869478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001807991,0.001285087,0.001403012,0.001314028,0.0009156426,0.003073375,0.002273076,0.00247362,0.005996878],"category_scores_gemma":[0.003639566,0.0009584283,0.00178522,0.001871334,0.002055968,0.003225806,0.001257168,0.001629268,0.0005740328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002914957,"about_ca_system_score_gemma":0.002416227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02139891,"about_ca_topic_score_gemma":0.01640744,"domain_scores_codex":[0.9993819,0.0002236783,0.00003456189,0.0000751553,0.0001337428,0.0001508734],"domain_scores_gemma":[0.9982688,0.001121108,0.0002075572,0.00009492337,0.000206146,0.0001014302],"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":[0.00003423599,0.000027689,0.0001749111,0.00004433365,0.00001161982,0.00008090441,0.00004271991,0.9143801,0.0003113608,0.08301093,0.000368799,0.001512475],"study_design_scores_gemma":[0.000008351863,0.00001120592,0.00009232288,0.000005386591,0.000008411406,0.00001612927,0.00002534102,0.9759577,0.0001249197,0.0232588,0.00048422,0.000007277181],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2361677,0.003934424,0.6681477,0.002946916,0.0002697833,0.0001743909,0.00162831,0.0003078811,0.08642297],"genre_scores_gemma":[0.9222744,0.001606893,0.02633641,0.0001224855,0.00009255925,0.000165329,0.0004932999,0.00009469244,0.04881402],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02139891,"threshold_uncertainty_score":0.04254872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2480074868","doi":"10.1016/j.apm.2016.07.019","title":"Optimal maintenance policy for multicomponent systems with periodic and opportunistic inspections and preventive replacements","year":2016,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Context (archaeology); Reliability engineering; Preventive maintenance; Interval (graph theory); Computer science; Function (biology); Mathematical optimization; Base (topology); Corrective maintenance; Type (biology); Engineering; Mathematics","authors":[{"name":"Vladimir Babishin","is_ca":true},{"name":"Sharareh Taghipour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01442762078835799,"gpt":0.2123239975114338,"spread":0.1978963767230758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001296159,0.0008426652,0.001416047,0.0008413214,0.0004968532,0.001457816,0.001460872,0.001354772,0.002007322],"category_scores_gemma":[0.003075244,0.000780601,0.0005667401,0.000808995,0.0009129477,0.0009877956,0.0007736805,0.0007502157,0.0002247658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459426,"about_ca_system_score_gemma":0.001350891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01045434,"about_ca_topic_score_gemma":0.007471955,"domain_scores_codex":[0.999542,0.0001238299,0.00002442997,0.0001039609,0.00009213955,0.0001136548],"domain_scores_gemma":[0.9980895,0.001199637,0.0002940191,0.00008595382,0.0002254387,0.0001054629],"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":[0.0001126014,0.00004871196,0.000227605,0.00004928687,0.00002249465,0.00004977814,0.0000199291,0.9904345,0.001087738,0.002667419,0.0002191377,0.005060873],"study_design_scores_gemma":[0.00001092744,0.00002376819,0.0001990893,0.000003060542,0.000009999907,0.000008137763,0.000008408977,0.9979156,0.0001482188,0.001616464,0.00005275985,0.000003573284],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3798421,0.001267459,0.6082841,0.000819063,0.000114412,0.0001971318,0.0002913213,0.0002973945,0.008887044],"genre_scores_gemma":[0.9816692,0.0002220488,0.01465127,0.00003159776,0.00002387456,0.00006070274,0.00005279641,0.00002385674,0.003264656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01045434,"threshold_uncertainty_score":0.02078694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2215007171","doi":"10.1016/j.apm.2015.12.013","title":"Multi-objective multi-layer congested facility location-allocation problem optimization with Pareto-based meta-heuristics","year":2015,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":68,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Mathematical optimization; Facility location problem; Computer science; Pareto principle; Sorting; Multi-objective optimization; Heuristics; Genetic algorithm; Simulated annealing; Harmony search; Algorithm; Mathematics","authors":[{"name":"Vahid Hajipour","is_ca":false},{"name":"Parviz Fattahi","is_ca":false},{"name":"Madjid Tavana","is_ca":false},{"name":"Debora Di Caprio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1476071907859636,"gpt":0.2657343778427115,"spread":0.1181271870567479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002600585,0.001598469,0.001980885,0.001902817,0.0007271196,0.002177444,0.002218565,0.002201223,0.002474975],"category_scores_gemma":[0.003399088,0.001129969,0.00168937,0.002198054,0.000854449,0.001288253,0.001393403,0.001423251,0.0002944034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001934144,"about_ca_system_score_gemma":0.00209686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007705704,"about_ca_topic_score_gemma":0.006485838,"domain_scores_codex":[0.9991227,0.0004251802,0.00003737459,0.00007806482,0.000176153,0.0001605464],"domain_scores_gemma":[0.9985182,0.001011761,0.0001439533,0.00006230939,0.000173447,0.0000904039],"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":[0.00001748277,0.00001787365,0.00007106336,0.00002085296,0.00002236475,0.00001184305,0.000007164828,0.9956934,0.00007186442,0.001435049,0.0001462885,0.002484835],"study_design_scores_gemma":[0.000008661478,0.00001365803,0.000030754,0.000007179954,0.000009183564,0.000003219276,0.000005241732,0.9988798,0.00004980616,0.000897155,0.0000928934,0.000002311884],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05389542,0.001170604,0.9314884,0.0003460176,0.000121115,0.0001808648,0.0002188752,0.0002706109,0.01230816],"genre_scores_gemma":[0.7345254,0.0006464701,0.2596398,0.0002066095,0.00006435235,0.0004215745,0.000253774,0.00008965942,0.004152289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007705704,"threshold_uncertainty_score":0.01532173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2464550067","doi":"10.1016/j.apm.2016.07.001","title":"A comprehensive multidimensional framework for assessing the performance of sustainable supply chains","year":2016,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":65,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Supply chain; Sustainability; Key (lock); Triple bottom line; Process management; Component (thermodynamics); Quality (philosophy); Sustainable development; Supply chain management; Business; Computer science; Environmental economics; Risk analysis (engineering); Management science; Engineering; Economics; Marketing","authors":[{"name":"Payman Ahi","is_ca":true},{"name":"Mohamad Y. Jaber","is_ca":true},{"name":"Cory Searcy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02597771549317041,"gpt":0.2552384285810724,"spread":0.229260713087902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004749185,0.001225326,0.0008848871,0.004550192,0.0009445718,0.007516167,0.001458132,0.001729215,0.002093704],"category_scores_gemma":[0.009362827,0.0003856514,0.001255942,0.004719171,0.001910148,0.00518762,0.003660617,0.001155387,0.0002840201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002275533,"about_ca_system_score_gemma":0.003347347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003749025,"about_ca_topic_score_gemma":0.002504592,"domain_scores_codex":[0.9958461,0.001617172,0.0003756979,0.0003007464,0.001588273,0.0002719952],"domain_scores_gemma":[0.9968653,0.001100106,0.0006770229,0.0003979593,0.000752333,0.0002071797],"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":[0.00002325307,0.0001047303,0.003660575,0.0001245459,0.0001036433,0.00008068574,0.0003106593,0.5535079,0.00236928,0.4079426,0.0009044833,0.03086758],"study_design_scores_gemma":[0.000005205085,0.00007101292,0.001503502,0.00009485721,0.00002519132,0.00005219592,0.0002642225,0.797173,0.0007874772,0.1970758,0.002902409,0.00004518202],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04434387,0.0004901222,0.9387196,0.0008881195,0.00003373256,0.0001278952,0.000385568,0.0001948858,0.01481605],"genre_scores_gemma":[0.7391775,0.000778686,0.2576174,0.00009190406,0.00005918423,0.0003012258,0.0003373481,0.00003515831,0.00160158],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007516167,"threshold_uncertainty_score":0.02511638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004401296","doi":"10.1016/j.apm.2008.05.006","title":"An input relaxation measure of efficiency in stochastic data envelopment analysis","year":2008,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":65,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Data envelopment analysis; Measure (data warehouse); Flexibility (engineering); Mathematical optimization; Set (abstract data type); Relaxation (psychology); Computer science; Stochastic modelling; Mathematics; Statistics; Data mining","authors":[{"name":"M. Khodabakhshi","is_ca":false},{"name":"Masoud Asgharian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1871751608946862,"gpt":0.3628366961962471,"spread":0.1756615353015608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0135706,0.001242192,0.002624359,0.001857444,0.0009701789,0.005882987,0.001797846,0.001326407,0.002664243],"category_scores_gemma":[0.03415875,0.0007089431,0.001784284,0.002892175,0.002458229,0.006101864,0.002503695,0.004014459,0.0003283015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002487349,"about_ca_system_score_gemma":0.001838065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001058762,"about_ca_topic_score_gemma":0.0005841191,"domain_scores_codex":[0.994125,0.0035394,0.0002808718,0.0006257096,0.001107398,0.000321667],"domain_scores_gemma":[0.9868581,0.00954591,0.0009676859,0.001169362,0.001190004,0.0002688636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001937471,0.0001381694,0.000576847,0.000491386,0.0001290012,0.00007242272,0.000264016,0.4671772,0.003874642,0.4731741,0.001298025,0.05261046],"study_design_scores_gemma":[0.0000180888,0.0001480387,0.0005951138,0.0001099893,0.00004392505,0.00006322396,0.00007523564,0.861017,0.003934364,0.1312988,0.002659663,0.00003651307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0155291,0.0004402279,0.9789242,0.0002621641,0.00003444221,0.0000488963,0.0001184756,0.00004364421,0.004598866],"genre_scores_gemma":[0.6151353,0.0009952497,0.3795327,0.000162602,0.0001654196,0.0003287008,0.0003764005,0.0002262953,0.003077357],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0135706,"threshold_uncertainty_score":0.07176906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001806092","doi":"10.1016/j.apm.2010.10.011","title":"A new approach towards integrated cell formation and inventory lot sizing in an unreliable cellular manufacturing system","year":2010,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Computer Research Institute of Montréal","funders":"","keywords":"Cellular manufacturing; Sizing; Process (computing); Computer science; Particle swarm optimization; Control reconfiguration; Reliability engineering; Procurement; Holding cost; Inventory control; Heuristic; Cell formation; Total cost; Product (mathematics); Mathematical optimization; Operations research; Engineering; Artificial intelligence; Mathematics; Algorithm","authors":[{"name":"Koosha Rafiee","is_ca":false},{"name":"Masoud Rabbani","is_ca":false},{"name":"Hamed Rafiei","is_ca":false},{"name":"Alireza Rahimi-Vahed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01792086970119155,"gpt":0.199733275005451,"spread":0.1818124053042594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005007311,0.0007087505,0.0008723559,0.0004904846,0.000479115,0.0009984595,0.00137148,0.0006775161,0.001271857],"category_scores_gemma":[0.0007037179,0.0004571638,0.0007831275,0.0006453093,0.0007309142,0.0006811542,0.001119177,0.0007358628,0.0001925432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007462985,"about_ca_system_score_gemma":0.0009214683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004340576,"about_ca_topic_score_gemma":0.004224158,"domain_scores_codex":[0.9997279,0.00006181694,0.00001307314,0.00004561782,0.0001226629,0.00002895219],"domain_scores_gemma":[0.999811,0.00006994904,0.0000262466,0.00002528868,0.00005417903,0.00001335967],"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":[0.00003165038,0.00002497745,0.0002030627,0.00005138156,0.00003036304,0.00007444555,0.00006318402,0.9547339,0.006989489,0.01663493,0.0002763673,0.02088626],"study_design_scores_gemma":[0.000003198002,0.00001387801,0.0000275091,0.000001607906,0.000006622004,0.00001113263,0.000003789649,0.9971471,0.0004548217,0.002067746,0.0002594859,0.000003029341],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008348226,0.00007566253,0.9901052,0.00003632368,0.00001955616,0.00001998728,0.00001277545,0.00005847143,0.001323714],"genre_scores_gemma":[0.5544793,0.0003429517,0.4401037,0.00007528263,0.0000687824,0.0001949601,0.00005946266,0.00007959957,0.004595906],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004340576,"threshold_uncertainty_score":0.008630633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089542351","doi":"10.1016/j.apm.2011.04.035","title":"An epidemiological approach to model the viral propagation of memes","year":2011,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":63,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"The Internet; Epidemic model; Computer science; Data science; World Wide Web; Sociology; Demography","authors":[{"name":"Lin Wang","is_ca":true},{"name":"Brendan C. Wood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08456668774355765,"gpt":0.28872220029548,"spread":0.2041555125519224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001385976,0.0008038637,0.001179169,0.001646174,0.0008555089,0.002137884,0.002499853,0.003578209,0.003021122],"category_scores_gemma":[0.008088919,0.0005519142,0.001463408,0.001203025,0.001483069,0.003048648,0.001520116,0.001977426,0.0006502551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00144694,"about_ca_system_score_gemma":0.001199165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008178451,"about_ca_topic_score_gemma":0.005218655,"domain_scores_codex":[0.9993092,0.0003572864,0.00003489426,0.00009009358,0.0001253994,0.00008313871],"domain_scores_gemma":[0.9971487,0.001886039,0.0003642054,0.0001139868,0.0003285728,0.0001585345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002817739,0.00007215702,0.001270497,0.00009863335,0.00009857149,0.0002121683,0.0003090187,0.4883954,0.001420936,0.5002998,0.001826875,0.005967848],"study_design_scores_gemma":[0.00001057971,0.00001225395,0.0001432268,0.000008191074,0.00001653384,0.00004252917,0.00002317941,0.9523864,0.00007362973,0.04611052,0.00116221,0.00001079565],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06655394,0.001438985,0.9041165,0.004264681,0.0004775189,0.00009768038,0.0004272857,0.0001249019,0.02249855],"genre_scores_gemma":[0.8809994,0.002635638,0.07699496,0.0006868572,0.0008462034,0.0003755736,0.0002821209,0.00009471106,0.03708443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008178451,"threshold_uncertainty_score":0.0162617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094939951","doi":"10.1016/j.apm.2007.07.006","title":"Managerial and economic impacts of reducing delivery variance in the supply chain","year":2007,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":62,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Variance (accounting); Delivery Performance; Investment (military); Supply chain; Supply chain management; Logarithm; Computer science; Function (biology); Cost reduction; Investment function; Economics; Econometrics; Operations research; Operations management; Business; Microeconomics; Mathematics; Process management; Marketing; Production (economics); Accounting","authors":[{"name":"Alfred L. Guiffrida","is_ca":false},{"name":"Mohamad Y. Jaber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02302557643785743,"gpt":0.2308998134310045,"spread":0.2078742369931471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003985381,0.0004672183,0.0005350665,0.0008116563,0.00089487,0.002308791,0.0008170607,0.001493021,0.002609445],"category_scores_gemma":[0.02482209,0.0003990501,0.0005002152,0.001431261,0.0007047128,0.001626633,0.001183922,0.001169481,0.0002603994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002125312,"about_ca_system_score_gemma":0.002021392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003740934,"about_ca_topic_score_gemma":0.003282811,"domain_scores_codex":[0.9974776,0.001228766,0.0000838973,0.0001680383,0.0005343391,0.0005072828],"domain_scores_gemma":[0.9797846,0.0150187,0.001607534,0.001137103,0.001924108,0.0005278974],"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":[0.001401872,0.0006740069,0.01676897,0.0001335015,0.00008303142,0.0002000806,0.0003271957,0.8492075,0.009104189,0.03952659,0.0009179226,0.08165521],"study_design_scores_gemma":[0.00007496046,0.0007972338,0.01386203,0.00004434497,0.0001583394,0.0001001239,0.0006522222,0.942533,0.005807477,0.03483251,0.00108273,0.00005498259],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.900555,0.0006108531,0.08785357,0.002180469,0.0001004423,0.00003316864,0.00006065987,0.0001946952,0.008411086],"genre_scores_gemma":[0.9958461,0.00007030379,0.003460616,0.00003267251,0.00001991981,0.000005286853,0.00001653808,0.00001472039,0.0005339086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003985381,"threshold_uncertainty_score":0.02107692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}