{"meta":{"query_hash":"c1236dade741","filters":{"topic":"Collaboration in agile enterprises"},"cohort_total":330,"direct_labels_cover":2,"predictions_cover":330,"exported":330,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c1236dade741","api":"https://metacan.xera.ac/api/v1/cohort?topic=Collaboration+in+agile+enterprises"},"results":[{"id":"W1100957899","doi":"10.1016/j.compind.2015.07.002","title":"Challenges and current developments for Sensing, Smart and Sustainable Enterprise Systems","year":2015,"lang":"en","type":"article","venue":"Computers in Industry","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":139,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Council Canada; European Commission; Université de Lorraine","keywords":"Enterprise integration; Enterprise systems engineering; Interoperability; Enterprise software; Enterprise modelling; Enterprise information system; Enterprise life cycle; Enterprise planning system; Computer science; Integrated enterprise modeling; Enterprise architecture; Enterprise system; Reference model; Enterprise application integration; Engineering management; Process management; Knowledge management; Systems engineering; Engineering; World Wide Web","score_opus":0.05704012675876444,"score_gpt":0.2724060342297912,"score_spread":0.21536590747102677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1100957899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94567835,0.015055496,0.016800012,0.001681194,0.007452707,0.002096866,0.000004084037,0.0002718369,0.010959475],"genre_scores_gemma":[0.9982332,0.00008633177,0.00072601764,0.00017651018,0.00055726164,0.00003190968,0.000009332494,0.00001891654,0.0001605407],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907655,0.000014515319,0.00022413851,0.00028081148,0.00013128706,0.00027272096],"domain_scores_gemma":[0.9994556,0.00005556415,0.00011290199,0.00012233121,0.00022244608,0.000031182823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043430153,0.00014497875,0.00017619402,0.00025409585,0.000079671554,0.0003331989,0.000098445315,0.000116198695,8.59945e-7],"category_scores_gemma":[0.00012658566,0.00015115236,0.000011051255,0.00016691837,0.000041507785,0.0005377015,0.00034197577,0.00017474857,0.0000034142943],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000249596,0.0003124894,0.3229193,0.0042096404,0.00010772973,0.0001229513,0.0037819631,0.00136067,0.0000071074533,0.047135595,0.116229974,0.503563],"study_design_scores_gemma":[0.004275765,0.000052510568,0.022638174,0.0013486365,0.000040577477,0.000023732542,0.013874501,0.052355845,0.0000064511346,0.0037769822,0.90080214,0.0008046879],"about_ca_topic_score_codex":0.000052036867,"about_ca_topic_score_gemma":0.000018965584,"teacher_disagreement_score":0.7845722,"about_ca_system_score_codex":0.0000807459,"about_ca_system_score_gemma":0.00005267169,"threshold_uncertainty_score":0.6163814},"labels":[],"label_agreement":null},{"id":"W122519027","doi":"","title":"The Effect of Application Ambidexterity on Firm Agility","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Reconfigurability; Ambidexterity; Adaptability; Process (computing); Relation (database); Computer science; Process management; Knowledge management; Business; Economics; Management","score_opus":0.008884790201817943,"score_gpt":0.21741081666235343,"score_spread":0.20852602646053547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W122519027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88823456,0.00011861422,0.017826494,0.0020459362,0.014301025,0.00497007,0.00006876366,0.00009947054,0.072335064],"genre_scores_gemma":[0.9993775,0.000002438318,0.000008114694,0.00010582464,0.00032151825,0.000040336534,0.0000043072037,0.0000042199486,0.0001357779],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985518,0.00005369428,0.00078912557,0.00003562291,0.00048030374,0.000089456604],"domain_scores_gemma":[0.9944291,0.00031247293,0.003968566,0.00018161011,0.0011020398,0.000006218253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030828891,0.000074906515,0.00016374461,0.00010137025,0.00023928595,0.00020176615,0.00030673403,0.0000553337,0.0000023881792],"category_scores_gemma":[0.0014995821,0.0000413449,0.0001479637,0.00030210495,0.000014986276,0.0015294334,0.000035681245,0.00008965859,0.000028749759],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023065181,0.00014412204,0.7929078,0.0013000817,0.00052269583,1.374639e-7,0.0019553301,0.005318906,0.00042659428,0.07998962,0.098180145,0.016948076],"study_design_scores_gemma":[0.0026000715,0.00022543344,0.20260064,0.00022436326,0.00020798111,0.0000031775792,0.00083675614,0.007941878,0.0025169605,0.0012695768,0.7813622,0.00021094848],"about_ca_topic_score_codex":0.000058478578,"about_ca_topic_score_gemma":0.000009957351,"teacher_disagreement_score":0.68318206,"about_ca_system_score_codex":0.00019565025,"about_ca_system_score_gemma":0.000020372352,"threshold_uncertainty_score":0.19456355},"labels":[],"label_agreement":null},{"id":"W132231813","doi":"10.17705/1jais.00288","title":"IT and Firm Agility: An Electronic Integration Perspective","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":137,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Perspective (graphical); Knowledge management; Loose coupling; Process (computing); Business; Process management; Computer science","score_opus":0.010598209480579036,"score_gpt":0.24864657654933667,"score_spread":0.23804836706875762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W132231813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73215944,0.0016134648,0.075249866,0.03879516,0.029954553,0.0060719717,0.0001051029,0.00028803945,0.115762375],"genre_scores_gemma":[0.99780387,0.000006885092,0.00002130983,0.00070577255,0.0011934617,0.000014875304,0.000009380032,0.0000052752575,0.0002391476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988858,0.000031723623,0.0005191232,0.000035014935,0.00037377968,0.00015457418],"domain_scores_gemma":[0.9961261,0.00008105823,0.0019231208,0.000087204775,0.0017693781,0.000013122384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019730558,0.000076568125,0.00013506858,0.00018842403,0.00019526307,0.00053241017,0.00012999526,0.00006058714,0.0000052705473],"category_scores_gemma":[0.0011815799,0.00005447366,0.000070655595,0.00028830627,0.000008240851,0.009318366,0.000026882375,0.000116703784,0.000016619999],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031982438,0.0002087824,0.2452576,0.0002831605,0.00039085592,6.942335e-8,0.017803866,0.0027025728,0.00027355948,0.62661684,0.102802746,0.0033401204],"study_design_scores_gemma":[0.0012626601,0.00004858582,0.033673435,0.00009224403,0.00015415237,0.000011915403,0.024282917,0.008489967,0.000064581756,0.0016599143,0.9300669,0.00019276282],"about_ca_topic_score_codex":0.000047721616,"about_ca_topic_score_gemma":0.000029013838,"teacher_disagreement_score":0.82726413,"about_ca_system_score_codex":0.00068760617,"about_ca_system_score_gemma":0.000048922677,"threshold_uncertainty_score":0.67555904},"labels":[],"label_agreement":null},{"id":"W1485801629","doi":"","title":"Agile project management: creating innovative products","year":2004,"lang":"en","type":"book","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":583,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agile software development; Project management; Process management; Agile usability engineering; Agile Unified Process; Project management triangle; Engineering management; Engineering; Project portfolio management; Knowledge management; Program management; OPM3; Computer science; Software development; Systems engineering; Software; Software development process; Software engineering","score_opus":0.01720973052072236,"score_gpt":0.23913765162922784,"score_spread":0.22192792110850548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1485801629","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017326156,0.00012208814,0.0007031253,0.00029184326,0.000936899,0.0020036444,0.0000133613785,0.0006788471,0.9952329],"genre_scores_gemma":[0.0012160535,0.00001643218,0.0014401443,0.0019083804,0.003992923,0.00021559135,0.0007745609,0.00014465522,0.99029124],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975235,0.0000069388952,0.00062644866,0.0008358821,0.0006091179,0.00039811886],"domain_scores_gemma":[0.99729246,0.000030578525,0.0007266385,0.00060595514,0.0013371573,0.000007193205],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002553586,0.00055747374,0.00044903083,0.0011453632,0.00026952688,0.0008259542,0.00049648836,0.00019144025,0.0011757702],"category_scores_gemma":[0.00017726928,0.0005319759,0.00007379579,0.0020921186,0.0000973994,0.0012394137,0.0006233368,0.00035190454,0.0013585541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002710094,0.00007651063,0.000092946764,0.0019498075,0.00018623429,0.00006260519,0.0001039544,0.00007884773,0.000006482566,0.352834,0.64160967,0.0029718785],"study_design_scores_gemma":[0.0005115383,0.000008874036,0.00004513142,0.000737307,0.0001022494,0.0000015103353,0.00016415623,0.000040992953,0.000018739838,0.00902594,0.98872864,0.0006149416],"about_ca_topic_score_codex":0.00012918453,"about_ca_topic_score_gemma":0.00006194239,"teacher_disagreement_score":0.34711897,"about_ca_system_score_codex":0.00064109266,"about_ca_system_score_gemma":0.00077986903,"threshold_uncertainty_score":0.99973726},"labels":[],"label_agreement":null},{"id":"W1496322061","doi":"10.1007/978-0-387-35399-9_15","title":"The Netman Agent-Based Architecture for E-Business in Network Organizations","year":2001,"lang":"en","type":"book-chapter","venue":"IFIP advances in information and communication technology","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Scheduling (production processes); Process management; Architecture; Systems engineering; Engineering management; Knowledge management; Software engineering; Business; Engineering; Operations management","score_opus":0.005531146475714035,"score_gpt":0.22217313065572117,"score_spread":0.21664198418000713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1496322061","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026194254,0.026633503,0.18979502,0.04447432,0.0014593069,0.0053542103,0.00004990344,0.0010930379,0.7308788],"genre_scores_gemma":[0.6311063,0.21195503,0.03214024,0.039496034,0.0029237226,0.009176309,0.016110443,0.00078091264,0.056310993],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988263,0.000009068686,0.00068601035,0.00014512082,0.00012904071,0.00020441385],"domain_scores_gemma":[0.9978937,0.00020631187,0.0006683819,0.0006480105,0.0005770682,0.000006538961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002740682,0.00021627458,0.00022407586,0.0008388316,0.00041137906,0.00025183847,0.0006338525,0.00027792,0.00004529017],"category_scores_gemma":[0.00034239516,0.0001962142,0.000024303457,0.0011015886,0.00024475338,0.0011898483,0.00024133902,0.00036143773,0.00003182474],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042691565,0.000011032,0.0010019318,0.00009881441,0.000005913987,2.557309e-7,0.000042867574,0.017887859,1.9170025e-7,0.82961,0.0014731856,0.14982527],"study_design_scores_gemma":[0.00047127783,0.000004980929,0.00011306392,0.00018033561,0.000009056978,0.0000010998073,0.00015974234,0.0027767764,7.354409e-7,0.16097347,0.83513933,0.00017012296],"about_ca_topic_score_codex":0.000018618357,"about_ca_topic_score_gemma":0.003015077,"teacher_disagreement_score":0.83366615,"about_ca_system_score_codex":0.000081394195,"about_ca_system_score_gemma":0.00006258525,"threshold_uncertainty_score":0.80013824},"labels":[],"label_agreement":null},{"id":"W1496400259","doi":"10.1109/iemc.1996.547815","title":"Virtual organizations-an opportunity for learning","year":2002,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Social Sciences and Humanities Research Council; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Entertainment; Process (computing); Government (linguistics); Business; Product (mathematics); Entertainment industry; Knowledge management; Marketing; Computer science","score_opus":0.031697568277159215,"score_gpt":0.24026171825027914,"score_spread":0.20856414997311992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1496400259","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16981721,0.000029108642,0.38743967,0.004959405,0.00149887,0.001045989,0.0000065158656,0.0019647193,0.4332385],"genre_scores_gemma":[0.98173505,0.0000025193863,0.00037852733,0.0019914797,0.0007900587,0.000022247339,0.00006633318,0.000023399325,0.014990374],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99948263,0.000005938258,0.00014389204,0.0001439896,0.00010494645,0.00011861444],"domain_scores_gemma":[0.9993356,0.000034762503,0.00007816709,0.00011935326,0.00041824742,0.000013882859],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011354792,0.000077530494,0.00007175004,0.000116669195,0.0002727657,0.00031119733,0.00011527388,0.000029744135,0.011064124],"category_scores_gemma":[0.0007724622,0.000076168995,0.000017791004,0.0005476018,0.000015468864,0.001190225,0.00005085156,0.000049191854,0.0004994581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038034934,0.00064966385,0.07576574,0.00009979671,0.000057236888,0.0000053217655,0.00058315636,0.010317178,0.0010941767,0.39361414,0.4361642,0.08161136],"study_design_scores_gemma":[0.0005237942,0.00002968265,0.00066126423,0.0000069158186,0.00002166187,6.2690947e-7,0.0014329522,0.16992451,0.000072210816,0.00094172487,0.826133,0.00025162578],"about_ca_topic_score_codex":0.000030461877,"about_ca_topic_score_gemma":0.000052257143,"teacher_disagreement_score":0.81191784,"about_ca_system_score_codex":0.000013008171,"about_ca_system_score_gemma":0.000009917669,"threshold_uncertainty_score":0.9898399},"labels":[],"label_agreement":null},{"id":"W1502157503","doi":"10.5539/ass.v11n17p90","title":"Analyzing Inter-Organization Communication between Customer and Supplier of Subsidized Paddy Fertilizer","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Teknologi Petronas","keywords":"Subsidy; Business; Organizational communication; Marketing; Knowledge management; Economics; Computer science","score_opus":0.021462962817684058,"score_gpt":0.2736325406768916,"score_spread":0.2521695778592075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1502157503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83464783,0.000039860886,0.005388615,0.0027490454,0.00022792911,0.0003014052,0.000004477953,0.00011352543,0.15652733],"genre_scores_gemma":[0.99947244,0.0000017693827,0.00018987386,0.00010108139,0.00016718633,0.0000029671587,0.0000144862515,0.000007661492,0.000042530748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992824,0.000014781954,0.00018477769,0.00014886714,0.00024593435,0.00012323214],"domain_scores_gemma":[0.99907833,0.000017789,0.00018206822,0.00013448788,0.00057052315,0.000016774917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005386961,0.00006576944,0.00011511021,0.0001794256,0.00029310375,0.00024012558,0.0002797772,0.000032086326,0.000051479896],"category_scores_gemma":[0.00032956095,0.0000654453,0.000012878945,0.0019587288,0.00035425145,0.0012683375,0.00023913303,0.000050590104,0.000032642984],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001969566,0.00004467674,0.92018366,0.000030800926,0.000013641741,3.6973685e-7,0.0037814672,0.0000016293633,0.0034172274,0.024557553,0.002819161,0.045130122],"study_design_scores_gemma":[0.0012892331,0.00001223411,0.95878273,0.00005734387,0.00010202245,4.6405097e-7,0.0108014215,0.00020600036,0.002564643,0.005128736,0.020633688,0.00042148033],"about_ca_topic_score_codex":0.00011956403,"about_ca_topic_score_gemma":0.000037459915,"teacher_disagreement_score":0.16482463,"about_ca_system_score_codex":0.000051805175,"about_ca_system_score_gemma":0.000055710287,"threshold_uncertainty_score":0.2668782},"labels":[],"label_agreement":null},{"id":"W1519613047","doi":"10.1109/icebe.2008.8","title":"ICEBE 2008 Keynote I","year":2008,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Web service; Computer science; Web engineering; Web modeling; Web development; World Wide Web; Web 2.0; Service-oriented architecture; Key (lock); Web application security","score_opus":0.019536337416111257,"score_gpt":0.21058821186170584,"score_spread":0.19105187444559457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519613047","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1390345,0.00006203445,0.0068654455,0.0023460104,0.00084931095,0.00017798421,9.589869e-7,0.0004974578,0.8501663],"genre_scores_gemma":[0.980937,0.000011050631,0.000309979,0.0046781655,0.0010496601,0.000010686647,0.000008504484,0.000013270547,0.0129817035],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994258,0.0000021053186,0.00013347881,0.00013930461,0.00016358697,0.00013568005],"domain_scores_gemma":[0.99962217,0.00001547381,0.000057798858,0.00016388479,0.00013464382,0.000006007916],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000051725958,0.0000819833,0.00007803717,0.00011980077,0.0001698195,0.000092155715,0.00012638401,0.000025323448,0.0037276526],"category_scores_gemma":[0.00006858346,0.000073492156,0.00003182662,0.00044588072,0.000034722132,0.0008113401,0.00008009706,0.000044116365,0.004012749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024557077,0.00006878593,0.07865991,0.00002313916,0.000013147111,0.000036901125,0.000041188294,0.0001745759,0.00019988231,0.020102542,0.8981894,0.0024659657],"study_design_scores_gemma":[0.00031401624,0.0000023326793,0.013017328,0.000005676811,0.000006676343,0.0000031978282,0.000053454234,0.001363772,0.00008158382,0.00053456903,0.9844642,0.00015315106],"about_ca_topic_score_codex":0.00021032325,"about_ca_topic_score_gemma":0.00008276237,"teacher_disagreement_score":0.8419025,"about_ca_system_score_codex":0.00001158337,"about_ca_system_score_gemma":0.0000151807635,"threshold_uncertainty_score":0.9971831},"labels":[],"label_agreement":null},{"id":"W1537788425","doi":"10.4018/978-1-931777-14-8.ch014","title":"Ad Hoc Virtual Teams","year":2002,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Virtual team; The Internet; Collaborative software; Videoconferencing; Information and Communications Technology; Knowledge management; Instant messaging; World Wide Web; Emerging technologies; Business; Computer science; Engineering; Telecommunications","score_opus":0.013277141184915374,"score_gpt":0.21756517256818927,"score_spread":0.2042880313832739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1537788425","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012583392,0.00045123068,0.00014149786,0.0001718032,0.0018387233,0.0004131359,0.00007367609,0.00044591748,0.9963382],"genre_scores_gemma":[0.15547965,0.00002266055,0.00009604126,0.004954313,0.0046396,0.00004259349,0.00003881759,0.00015124567,0.83457506],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99802786,0.000003766479,0.00047586233,0.00056415715,0.0005786206,0.00034972336],"domain_scores_gemma":[0.9986608,0.000021494669,0.0004343526,0.00056154834,0.0002912926,0.000030503537],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000083126564,0.00053435855,0.00044172895,0.00017831093,0.00017288415,0.00058953,0.00048128175,0.0003570997,0.0017920756],"category_scores_gemma":[0.000046118457,0.0005564397,0.00021790461,0.00006016079,0.00010779041,0.00029838743,0.00037789956,0.00027678843,0.0072881235],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030335743,0.000011979308,0.000044341305,0.00004064866,0.00005976159,0.00005380451,0.000008819014,0.000009020809,0.0000025713152,0.8779364,0.10405752,0.01774475],"study_design_scores_gemma":[0.00039370474,0.000020252177,0.000020559324,0.00019156821,0.0001097581,0.0000052949754,0.000020239837,0.00006673452,0.0000014893455,0.092700094,0.90591174,0.00055853615],"about_ca_topic_score_codex":0.000046723926,"about_ca_topic_score_gemma":0.00017613439,"teacher_disagreement_score":0.80185425,"about_ca_system_score_codex":0.00023507007,"about_ca_system_score_gemma":0.00006284105,"threshold_uncertainty_score":0.9996887},"labels":[],"label_agreement":null},{"id":"W1580030523","doi":"","title":"The framework for virtual enterprise based on multi-agent system","year":2011,"lang":"en","type":"article","venue":"International Conference on New Trends in Information Science and Service Science","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Knowledge management; Process (computing); The Internet; Enterprise private network; Enterprise systems engineering; Enterprise integration; Enterprise information system; Process management; Enterprise software; Enterprise architecture; World Wide Web; Business; Computer security; Architecture","score_opus":0.06876970637388956,"score_gpt":0.31248760099069206,"score_spread":0.2437178946168025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1580030523","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13982111,0.000011855311,0.32613742,0.035930008,0.018027775,0.0019610436,0.00009114034,0.00055389525,0.47746575],"genre_scores_gemma":[0.99150527,0.0000033552533,0.0017926339,0.0064327265,0.00011120822,0.00006274585,0.0000074936183,0.0000041684902,0.000080422455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976481,0.0000068213803,0.00041415586,0.00031580072,0.0013022674,0.0003128618],"domain_scores_gemma":[0.99760824,0.00011102207,0.00031316574,0.0003045437,0.001612344,0.000050690178],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016067098,0.00015389838,0.000099912686,0.0014029248,0.00077622465,0.0018510974,0.0014794976,0.000039366216,0.0001010554],"category_scores_gemma":[0.00076625583,0.00011392614,0.00002637105,0.0027600906,0.00040892992,0.006023145,0.00019690188,0.00013050655,0.00012206867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017173939,0.000045292745,0.0011726813,0.000012986839,0.0000020502714,4.876529e-7,0.0013433021,0.00080228806,0.000064869826,0.9515685,0.00021142692,0.044604406],"study_design_scores_gemma":[0.00082673907,0.00006476468,0.014607838,0.00022990996,0.00000437959,9.852215e-7,0.0057979133,0.9667508,0.00022407058,0.0018815112,0.009382697,0.00022840785],"about_ca_topic_score_codex":0.00021669021,"about_ca_topic_score_gemma":0.00018361534,"teacher_disagreement_score":0.9659485,"about_ca_system_score_codex":0.00021860893,"about_ca_system_score_gemma":0.00038811524,"threshold_uncertainty_score":0.9991851},"labels":[],"label_agreement":null},{"id":"W1598647529","doi":"10.1109/hicss.2000.926885","title":"Assessing an organization's preparedness for the virtual enterprise: the TEMPLET model","year":2005,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"University of Denver","keywords":"Preparedness; Process (computing); Knowledge management; Set (abstract data type); Computer science; Field (mathematics); Virtual community; Process management; Element (criminal law); Engineering management; Engineering; Management; World Wide Web; The Internet","score_opus":0.029703651912046894,"score_gpt":0.28849567703239004,"score_spread":0.25879202512034316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1598647529","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11924902,0.000029021347,0.86117136,0.010803979,0.0005846303,0.00092959666,0.000007764277,0.00038672794,0.006837864],"genre_scores_gemma":[0.9896948,0.0000025416987,0.00078157376,0.0061851945,0.0017430938,0.00009223431,0.000047857044,0.00003875264,0.0014139985],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911886,0.000011301284,0.0002431722,0.00023540051,0.00020267598,0.00018857942],"domain_scores_gemma":[0.9987521,0.0001587573,0.00015318251,0.00041073115,0.00051638775,0.00000880388],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00034668006,0.00014197794,0.0000966084,0.00006542599,0.0008142288,0.0020755571,0.00051305647,0.000037827125,0.0005478987],"category_scores_gemma":[0.00029816682,0.00008083506,0.000037427322,0.000539628,0.00005438628,0.0032800986,0.00017159242,0.00006477693,0.000057956106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009203867,0.00043627725,0.011066056,0.00006411837,0.00011993301,6.062759e-7,0.0029600924,0.513079,0.0012367901,0.18878315,0.23480706,0.047354903],"study_design_scores_gemma":[0.00035785756,0.0000048382935,0.0004948389,0.0000099986655,0.000058266047,7.8629375e-7,0.004226502,0.85609347,0.00008304873,0.00054128567,0.13795732,0.00017181192],"about_ca_topic_score_codex":0.000060314946,"about_ca_topic_score_gemma":0.00035097182,"teacher_disagreement_score":0.8704457,"about_ca_system_score_codex":0.000045358338,"about_ca_system_score_gemma":0.00006422322,"threshold_uncertainty_score":0.9989604},"labels":[],"label_agreement":null},{"id":"W1600320860","doi":"10.1109/ipcc.1991.172814","title":"University/industry co-operation in research","year":2002,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Value (mathematics); Engineering management; Computer science; Management science; Engineering ethics; Knowledge management; Engineering","score_opus":0.14793917475323112,"score_gpt":0.3303142090305288,"score_spread":0.1823750342772977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1600320860","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17720689,0.000012618116,0.0002251572,0.0048669972,0.00011630001,0.0001624825,6.5041706e-7,0.00008083818,0.8173281],"genre_scores_gemma":[0.97907364,0.0000052639457,0.00002900778,0.00038447636,0.00026347593,0.0000014270785,0.000005135675,0.000005124719,0.020232458],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994475,0.000020096348,0.00007989275,0.00012731062,0.00018985142,0.00013530652],"domain_scores_gemma":[0.99973035,0.000037540085,0.000018828656,0.00010757913,0.00010056789,0.000005140773],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031973445,0.00004316444,0.00004611268,0.00042547463,0.000118374264,0.00018394865,0.000116704025,0.000069757625,0.011645056],"category_scores_gemma":[0.00007106497,0.000045574307,0.000009561113,0.0007234801,0.000029210298,0.0009502496,0.00005889272,0.00020854127,0.002897689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002267632,0.00018250126,0.21047534,0.000031957155,0.0000055652235,0.00005374104,0.00014364239,0.0009789579,0.00038890968,0.07802321,0.7037239,0.005969604],"study_design_scores_gemma":[0.0005183589,0.0000042962024,0.0076875356,0.00001578241,0.0000022185307,3.3740054e-7,0.0020495842,0.028953815,0.000072354014,0.00023608959,0.96033704,0.00012259634],"about_ca_topic_score_codex":0.00040210428,"about_ca_topic_score_gemma":0.0006287791,"teacher_disagreement_score":0.80186677,"about_ca_system_score_codex":0.00005842271,"about_ca_system_score_gemma":0.000007661064,"threshold_uncertainty_score":0.9978787},"labels":[],"label_agreement":null},{"id":"W1706055869","doi":"10.24908/pceea.v0i0.5944","title":"DEVELOPMENT OF AN INTEGRATED LEARNING SUITE FOR OUTCOMES AGGREGATION, ANALYSIS, AND REPORTING","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Suite; Computer science; Data science; Geography; Archaeology","score_opus":0.017048957842425397,"score_gpt":0.2454136806188853,"score_spread":0.22836472277645992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1706055869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970858,0.000018171962,0.00064456696,0.00082136184,0.0004703832,0.00032506086,0.0000040926643,0.00005565004,0.0005749054],"genre_scores_gemma":[0.9902036,4.091441e-7,0.008890558,0.00010371313,0.000109798006,0.000051002964,0.000048829348,0.00001675704,0.00057531806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883693,0.000002369039,0.00062184455,0.00014714591,0.00024554934,0.00014614481],"domain_scores_gemma":[0.99588925,0.000031972308,0.0018687007,0.0000588773,0.0021062274,0.000044951594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011966652,0.00010372266,0.00020969492,0.0006126244,0.00014809225,0.00018831826,0.00013482175,0.00006466497,0.000006037283],"category_scores_gemma":[0.008209787,0.00009793706,0.000053185453,0.0011873546,0.000009303744,0.00060086395,0.000025553856,0.00008020161,8.277193e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027840526,0.000022303257,0.99106467,0.00012775642,0.00014098367,1.1677018e-8,0.0009622648,0.0020880417,0.00029738087,0.0022800718,0.0009215841,0.002092137],"study_design_scores_gemma":[0.00046387903,0.000009119669,0.84048355,0.0001523223,0.00043599075,5.460797e-7,0.004441424,0.026269484,0.0020118721,0.00026132073,0.12509081,0.0003797151],"about_ca_topic_score_codex":0.0046733273,"about_ca_topic_score_gemma":0.022294449,"teacher_disagreement_score":0.15058115,"about_ca_system_score_codex":0.0006217919,"about_ca_system_score_gemma":0.00053887366,"threshold_uncertainty_score":0.9955461},"labels":[],"label_agreement":null},{"id":"W1720695387","doi":"","title":"BEST PAPER AWARD / MEILLEURE COMMUNICATION: When Information Technology is Counterproductive: Revisiting the Innovation Paradigm in Manufacturing SMEs","year":2009,"lang":"en","type":"article","venue":"ASAC","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Information and Communications Technology; Business; Knowledge management; Information technology; Marketing; Paradigm shift; Industrial organization; Public relations; Process management; Computer science; Political science; Epistemology; World Wide Web","score_opus":0.009745470716834117,"score_gpt":0.23864537368361985,"score_spread":0.22889990296678572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1720695387","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46910864,0.000915283,0.002846629,0.47879487,0.00055427256,0.0013077519,0.000008137794,0.0004692537,0.045995146],"genre_scores_gemma":[0.99010104,0.000055673143,0.00024874439,0.008966777,0.00039554655,0.000038231537,0.000057341094,0.000008526183,0.0001281213],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990176,0.0000145888935,0.00044595954,0.00015451641,0.00019984813,0.00016751482],"domain_scores_gemma":[0.998885,0.000035296616,0.00034530202,0.00049680873,0.00023442345,0.0000031770255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038420307,0.00013660228,0.00013648531,0.00048765665,0.00026251283,0.00038319055,0.00037630723,0.00007686369,0.00013865494],"category_scores_gemma":[0.00019095892,0.00011401161,0.00002107458,0.0011352837,0.00005107867,0.0034518724,0.000117706724,0.00022816486,0.0001937765],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120318815,0.00011591138,0.066230014,0.00021996214,0.0000660314,0.000004783617,0.0033111465,0.0010628743,0.00036139728,0.2930068,0.05068479,0.584816],"study_design_scores_gemma":[0.0005100881,0.000010889823,0.029076222,0.00025668816,0.0000227898,0.000003837905,0.002095254,0.00089979096,0.00054007344,0.04498512,0.9213163,0.00028292957],"about_ca_topic_score_codex":0.000083808016,"about_ca_topic_score_gemma":0.000027397758,"teacher_disagreement_score":0.8706315,"about_ca_system_score_codex":0.000069034366,"about_ca_system_score_gemma":0.000020430301,"threshold_uncertainty_score":0.46492583},"labels":[],"label_agreement":null},{"id":"W1747457270","doi":"10.18515/dbem.m2012.n01.ch30","title":"Role of regional cluster development case study : supporting virtual enterprises (VE)","year":2012,"lang":"en","type":"book-chapter","venue":"Czestochowa University of Technology, Faculty of Management, Publishing Section eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Cluster (spacecraft); Business; Economic geography; Geography; Computer science; Operating system","score_opus":0.021859036334939647,"score_gpt":0.22699350257244966,"score_spread":0.20513446623751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1747457270","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34791723,0.00016693343,0.0060708127,0.00060278457,0.0011889669,0.0040489947,0.00013502061,0.0010297868,0.6388395],"genre_scores_gemma":[0.92018163,0.0000092455975,0.0015872883,0.00007297522,0.00024935455,0.0000061659684,0.00023176617,0.000079032245,0.07758255],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971906,0.000019855801,0.00096514425,0.00067958253,0.00075957197,0.00038523102],"domain_scores_gemma":[0.99507165,0.00004595705,0.0030907306,0.00067536917,0.0010799813,0.000036330635],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000761815,0.0005020774,0.00073913415,0.003134875,0.0003526067,0.00019411123,0.001096204,0.00057147874,0.00025116073],"category_scores_gemma":[0.00009558456,0.00062260544,0.00024507145,0.00031572595,0.00047768236,0.0020000997,0.001851928,0.00062093267,0.000027545335],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001832238,0.0035137252,0.059509948,0.006055428,0.010890096,0.0013702002,0.0177718,0.001064902,0.001069089,0.2523807,0.11242613,0.53211576],"study_design_scores_gemma":[0.003007933,0.000169496,0.0012260566,0.0008683779,0.0011560541,0.000091179485,0.09866588,0.00008835976,0.00012159274,0.0019973058,0.8915884,0.0010193967],"about_ca_topic_score_codex":0.0007385802,"about_ca_topic_score_gemma":0.0014309799,"teacher_disagreement_score":0.7791622,"about_ca_system_score_codex":0.0002348001,"about_ca_system_score_gemma":0.00009294931,"threshold_uncertainty_score":0.9996225},"labels":[],"label_agreement":null},{"id":"W1762030414","doi":"","title":"Le Manager agile. Vers un nouveau management pour affronter la turbulence","year":2007,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Agile software development; Political science; Management; Business; Business administration; Economics","score_opus":0.008927796758098792,"score_gpt":0.23069100180159208,"score_spread":0.22176320504349328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1762030414","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18276784,0.0020354325,0.10572565,0.28807354,0.004705774,0.0013922078,0.00011148913,0.00055648456,0.41463158],"genre_scores_gemma":[0.5659655,0.012313417,0.024093926,0.00788036,0.002729714,0.00018227789,0.0002680674,0.0001960179,0.38637078],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968088,0.00025259308,0.0009325909,0.00095205766,0.00042488077,0.0006290634],"domain_scores_gemma":[0.9943668,0.0035994106,0.0007334613,0.0005674299,0.0006228843,0.00010997411],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0027582694,0.0005328318,0.0003941556,0.0008245517,0.00018261254,0.0013231916,0.00073548744,0.0003253644,0.0021030586],"category_scores_gemma":[0.0021086582,0.0007053341,0.0002923196,0.00046232072,0.00023052796,0.002369279,0.000656849,0.0006586467,0.0026027553],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039143904,0.0013629189,0.04973735,0.0009730997,0.000693324,0.0010242146,0.0004939308,0.055642374,0.00013266048,0.6394669,0.11530142,0.13478039],"study_design_scores_gemma":[0.00227648,0.000014403381,0.048495933,0.0015099787,0.00017239162,0.00009425815,0.00047583887,0.012191832,0.0001065302,0.014922787,0.91900223,0.00073734747],"about_ca_topic_score_codex":0.00053400267,"about_ca_topic_score_gemma":0.00042791554,"teacher_disagreement_score":0.8037008,"about_ca_system_score_codex":0.0010114837,"about_ca_system_score_gemma":0.0002185978,"threshold_uncertainty_score":0.99971354},"labels":[],"label_agreement":null},{"id":"W184677414","doi":"10.1007/978-1-4615-4475-3_19","title":"Using Enterprise Models for Managing Large-Scale Business Transformations and Enterprise Integration","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Oracle (Canada)","funders":"","keywords":"Enterprise integration; Enterprise information system; Enterprise modelling; Process management; Enterprise life cycle; Integrated enterprise modeling; Enterprise software; Enterprise architecture; Business; Enterprise systems engineering; Enterprise planning system; Enterprise data management; Knowledge management; Enterprise application integration; Computer science","score_opus":0.024150132577411984,"score_gpt":0.24173262695267278,"score_spread":0.21758249437526078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W184677414","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018624884,0.00024511275,0.5410884,0.00041521143,0.00041560692,0.0011215409,0.00012021341,0.00022781306,0.45617983],"genre_scores_gemma":[0.41094118,0.005984138,0.03696871,0.013348399,0.010045451,0.0011204543,0.00755064,0.0016503137,0.51239073],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978972,0.000005508912,0.0007782668,0.00059295195,0.00034471785,0.00038134452],"domain_scores_gemma":[0.9986313,0.000052856365,0.00038471774,0.00038172933,0.0005180114,0.00003136485],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022255324,0.0005814567,0.0005147032,0.000895958,0.00045318087,0.0008811507,0.00026321175,0.00026890304,0.0010837459],"category_scores_gemma":[0.000014807896,0.00058477075,0.00018805344,0.00017169879,0.000070827155,0.0032237987,0.0001222205,0.00022179249,0.000072208706],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008677192,0.0002964726,0.000106544016,0.0021558537,0.00039058487,0.000017737897,0.0018488364,0.023058372,0.00016667203,0.8557109,0.020300029,0.095080234],"study_design_scores_gemma":[0.0012806362,0.000010571258,0.000009649728,0.0009596192,0.00037113676,0.0000069199423,0.00036616568,0.55070215,0.000013774874,0.16360527,0.28177324,0.000900845],"about_ca_topic_score_codex":0.00009207947,"about_ca_topic_score_gemma":0.0004995405,"teacher_disagreement_score":0.69210565,"about_ca_system_score_codex":0.00011170138,"about_ca_system_score_gemma":0.00005506216,"threshold_uncertainty_score":0.9998294},"labels":[],"label_agreement":null},{"id":"W1860073133","doi":"10.1007/11686699_40","title":"Research on Internet-Based System Architecture for Collaborative Product Development","year":2006,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Computer science; The Internet; Architecture; Product (mathematics); New product development; Process (computing); Work (physics); Engineering management; Knowledge management; Process management; World Wide Web; Engineering; Business; Operating system","score_opus":0.034449928949770524,"score_gpt":0.28276787060936615,"score_spread":0.24831794165959561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1860073133","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026689484,0.00014657904,0.9744124,0.0008808131,0.0019063154,0.002058193,0.0000132019095,0.00018207022,0.020133575],"genre_scores_gemma":[0.9235873,8.737433e-7,0.06708826,0.0018374977,0.0049578333,0.00025514208,0.00013624506,0.00012998647,0.002006838],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961635,0.00002351225,0.0005425321,0.0013538429,0.0013106107,0.00060598814],"domain_scores_gemma":[0.9966137,0.0005737997,0.00034901072,0.0006477969,0.0017899002,0.000025813622],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015704684,0.00048005284,0.00043748898,0.0022673747,0.00046162636,0.0011243967,0.0011938921,0.00018326486,0.000024842331],"category_scores_gemma":[0.00020809109,0.00041795836,0.00007034895,0.001534576,0.00049720367,0.0002853321,0.00045197626,0.00066939124,0.00010186718],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037645976,0.00015991037,0.00024312949,0.0018492138,0.000044241366,0.000073892,0.00054319145,0.60965633,0.00009263501,0.046154078,0.009031323,0.33177558],"study_design_scores_gemma":[0.0018720286,0.00028260786,0.00021451454,0.0067952373,0.000040104183,0.000006344479,0.000013859587,0.24955563,0.0070173037,0.015350162,0.71662056,0.0022316568],"about_ca_topic_score_codex":0.00005116194,"about_ca_topic_score_gemma":0.00060269027,"teacher_disagreement_score":0.9233204,"about_ca_system_score_codex":0.00078615994,"about_ca_system_score_gemma":0.0009057324,"threshold_uncertainty_score":0.99991256},"labels":[],"label_agreement":null},{"id":"W1893079148","doi":"10.3968/j.css.1923669720070305.004","title":"The Super-cycle Mechanism and Model of Enterprise Expansion","year":2010,"lang":"en","type":"article","venue":"Canadian social science","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business cycle; Humanities; Business; Business administration; Management; Political science; Economics; Art","score_opus":0.007908182863446257,"score_gpt":0.21734263867645348,"score_spread":0.20943445581300724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1893079148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95710623,0.000007854858,0.0003125554,0.0011326532,0.00055267,0.00011999778,0.00000591728,0.000017162938,0.040744983],"genre_scores_gemma":[0.9990647,0.0000023847256,0.000054534514,0.000585727,0.00019235678,0.000006136949,6.1655817e-7,0.00000461573,0.00008893482],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993593,0.000002359978,0.000094575735,0.00013635872,0.0001991337,0.00020827152],"domain_scores_gemma":[0.99960464,0.000015336931,0.000052214393,0.00010859421,0.000183921,0.00003530866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034439057,0.000052773077,0.000052756997,0.00011348195,0.0009985602,0.0002917446,0.00029402456,0.000029107401,0.000030585146],"category_scores_gemma":[0.00016600637,0.00004339825,0.000014986207,0.00046782894,0.00042016228,0.00059531647,0.00007905737,0.00007099215,0.000009038518],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056905037,0.000009301764,0.007929296,0.000011436784,0.0000022499833,0.0000012810546,0.00092653156,0.00001454567,0.058567412,0.9193117,0.0014816646,0.011738898],"study_design_scores_gemma":[0.0016240281,0.000031276802,0.019684859,0.00008093453,0.000086100335,0.0000038937424,0.02451699,0.45614538,0.007665668,0.3091577,0.1793933,0.0016098667],"about_ca_topic_score_codex":0.007578511,"about_ca_topic_score_gemma":0.07164327,"teacher_disagreement_score":0.610154,"about_ca_system_score_codex":0.000033306806,"about_ca_system_score_gemma":0.00022945831,"threshold_uncertainty_score":0.9990301},"labels":[],"label_agreement":null},{"id":"W191981960","doi":"","title":"Communication Enabled CRM","year":2010,"lang":"en","type":"article","venue":"The open source business resource","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Business","score_opus":0.013509384426825859,"score_gpt":0.24063894740495992,"score_spread":0.22712956297813405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W191981960","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35357532,0.00023111395,0.008960549,0.019081198,0.0012490103,0.002552644,0.00000801598,0.0009729725,0.61336917],"genre_scores_gemma":[0.9827162,0.000005556899,0.00020315769,0.0059175333,0.0013923125,0.00017957877,0.00009146331,0.00009319084,0.009401026],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982404,0.000051840132,0.00045267362,0.00042227263,0.0004394265,0.00039338632],"domain_scores_gemma":[0.99684405,0.00020282959,0.00048111603,0.0017315148,0.0007155327,0.000024954601],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00092693407,0.00029690142,0.00028782908,0.00021565557,0.0011576039,0.0030373698,0.0030209727,0.00013500919,0.0015264167],"category_scores_gemma":[0.0003107528,0.0002326568,0.00006971828,0.0019992616,0.00025843258,0.0014210897,0.002166036,0.00038313583,0.0011622632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011993792,0.0015176628,0.07991362,0.00053578615,0.00028790007,0.000033198965,0.0024519837,0.012748517,0.015568509,0.097176254,0.6393531,0.14921409],"study_design_scores_gemma":[0.0006817376,0.000002195325,0.012962327,0.000043547312,0.000045869612,0.000007039442,0.0005677806,0.003044355,0.000029707579,0.001068582,0.98122716,0.0003197239],"about_ca_topic_score_codex":0.0021046,"about_ca_topic_score_gemma":0.0024361901,"teacher_disagreement_score":0.62914085,"about_ca_system_score_codex":0.00003109125,"about_ca_system_score_gemma":0.000060549424,"threshold_uncertainty_score":0.99961543},"labels":[],"label_agreement":null},{"id":"W1949422535","doi":"10.3917/riges.282.0041","title":"Entreprises virtuelles ou virtualité dans les entreprises?","year":2003,"lang":"fr","type":"article","venue":"Gestion","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.017311328520976926,"score_gpt":0.2348071742052153,"score_spread":0.21749584568423838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1949422535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5551427,0.04172053,0.117488384,0.07150911,0.024892021,0.0026292393,0.00012845965,0.0015411467,0.18494841],"genre_scores_gemma":[0.9335842,0.0011614546,0.00052843016,0.00073002715,0.0013350039,0.00006668992,0.000100335026,0.00007632888,0.062417522],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973469,0.00019602207,0.00068021513,0.0007154303,0.0005191457,0.00054233713],"domain_scores_gemma":[0.99803233,0.00028822472,0.0004897901,0.00060248503,0.0005332012,0.000053959317],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006139335,0.00044836852,0.00032825358,0.00031316408,0.000503901,0.0008390641,0.00028786558,0.00030456504,0.0063467515],"category_scores_gemma":[0.0024729362,0.0005127623,0.00017547756,0.0009531974,0.00020801518,0.0017935949,0.00015848463,0.0003121382,0.0038770172],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010343673,0.00084488105,0.334177,0.000627694,0.00015280356,0.000075450414,0.00090109697,0.0070354175,0.0016340357,0.49307662,0.074008495,0.08736308],"study_design_scores_gemma":[0.0007982889,0.000023129036,0.0147009585,0.00047334778,0.0002459546,0.000011276097,0.0020735834,0.0013528869,0.0010894523,0.00452614,0.97411305,0.0005919488],"about_ca_topic_score_codex":0.0006374477,"about_ca_topic_score_gemma":0.00032072983,"teacher_disagreement_score":0.9001045,"about_ca_system_score_codex":0.00022606345,"about_ca_system_score_gemma":0.000094036455,"threshold_uncertainty_score":0.9997324},"labels":[],"label_agreement":null},{"id":"W1972553657","doi":"10.5539/ass.v4n8p90","title":"Viewing China’s CI Design from Shenzhen","year":2009,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"China; Feeling; Perception; Process (computing); Image (mathematics); Marketing; Business; Psychology; Computer science; Social psychology; Political science; Artificial intelligence; Law","score_opus":0.02101161979880543,"score_gpt":0.2593577532905995,"score_spread":0.2383461334917941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972553657","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036254253,0.00005849463,0.0423252,0.010238149,0.001064836,0.00037112457,0.000003917125,0.00035347254,0.90933055],"genre_scores_gemma":[0.9951562,0.000001053477,0.00087715464,0.0023254969,0.0015418957,0.0000046771524,0.0000032230073,0.000005870426,0.00008440638],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988676,0.00000979022,0.00015131182,0.00027884293,0.00042478504,0.00026771537],"domain_scores_gemma":[0.9996288,0.000011591863,0.00011299855,0.00012731657,0.00010459702,0.000014743065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039617444,0.000098782715,0.00010685024,0.0001252829,0.00082138093,0.0007689657,0.00047796816,0.00003191222,0.00029642717],"category_scores_gemma":[0.00017586933,0.00009699251,0.0000347295,0.0014655648,0.00015224828,0.0017692938,0.00008530906,0.00007372405,0.00031370073],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003804077,0.00014550159,0.0046675876,0.000010148081,0.000011146009,0.000019806834,0.006934782,0.000036750036,0.010931502,0.070967644,0.0283343,0.8779028],"study_design_scores_gemma":[0.0005879651,0.000019947187,0.7906842,0.000057680696,0.0000425519,5.318584e-7,0.0021819763,0.0014069761,0.0005190656,0.07163842,0.1321914,0.0006692691],"about_ca_topic_score_codex":0.00014815755,"about_ca_topic_score_gemma":0.0000082169445,"teacher_disagreement_score":0.95890194,"about_ca_system_score_codex":0.000066189146,"about_ca_system_score_gemma":0.00006945349,"threshold_uncertainty_score":0.7415154},"labels":[],"label_agreement":null},{"id":"W1985748214","doi":"10.1108/09574090410700257","title":"The Impact of E‐collaboration Tools on Firms' Performance","year":2004,"lang":"en","type":"article","venue":"The International Journal of Logistics Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Polytechnique Montréal; Université du Québec à Montréal","funders":"","keywords":"Supply chain; Upstream (networking); Original equipment manufacturer; Business; Key (lock); Supply chain management; Downstream (manufacturing); Process management; Industrial organization; Operations management; Computer science; Marketing; Telecommunications","score_opus":0.024517306492410795,"score_gpt":0.2912911726278145,"score_spread":0.2667738661354037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985748214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81088835,0.00024691914,0.056446772,0.025358865,0.008057145,0.000992,0.000030329873,0.000057226098,0.097922385],"genre_scores_gemma":[0.9981064,0.00020220854,0.00017646757,0.00041675297,0.0008967177,0.000005694275,0.0000052571286,0.000009548537,0.00018094903],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.998556,0.000010678837,0.0004994498,0.000078130695,0.0007401617,0.00011554882],"domain_scores_gemma":[0.9977136,0.00013406818,0.0008731735,0.00019966898,0.0010715529,0.000007906253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006649082,0.00011168108,0.00011334445,0.00019266839,0.00014662779,0.00051673007,0.0009213528,0.000019282308,0.00004391002],"category_scores_gemma":[0.00031768033,0.000059581856,0.00010487857,0.0003093825,0.00008956493,0.00052256417,0.00016883091,0.00012027457,0.000045558583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007537345,0.00024113958,0.0020425408,0.000028003953,0.00059266796,0.00003353732,0.00009609131,0.72903967,0.0001463589,0.2279155,0.014459281,0.024651477],"study_design_scores_gemma":[0.014760802,0.0018567201,0.401337,0.0021131318,0.0010130958,0.00009642238,0.005658336,0.046436172,0.002468516,0.22411653,0.29863572,0.0015075689],"about_ca_topic_score_codex":0.000038385,"about_ca_topic_score_gemma":0.000019036886,"teacher_disagreement_score":0.6826035,"about_ca_system_score_codex":0.00023462789,"about_ca_system_score_gemma":0.000059125323,"threshold_uncertainty_score":0.49828398},"labels":[],"label_agreement":null},{"id":"W1986130260","doi":"10.1145/1400885.1401020","title":"New tools for collaborative industrial design and communication","year":2008,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Collaborative design; Human–computer interaction; Software engineering; Systems design","score_opus":0.11697298552475183,"score_gpt":0.26629176651476866,"score_spread":0.14931878099001683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986130260","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028120605,0.00023755888,0.9304917,0.0052574524,0.00046155034,0.002584092,0.000006714992,0.0002966294,0.032543704],"genre_scores_gemma":[0.9367492,0.000063756524,0.056380432,0.0017782736,0.0012293442,0.00016400297,0.000065134,0.000025907117,0.0035439243],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99951863,0.000012598762,0.00015720696,0.00012582379,0.0000916576,0.000094074225],"domain_scores_gemma":[0.9991767,0.0002874888,0.00010545235,0.00015512283,0.00026563831,0.000009596546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015927096,0.00008322129,0.000102409234,0.00008502098,0.00025633306,0.00034018082,0.00011517016,0.000050372284,0.00019708402],"category_scores_gemma":[0.00033479213,0.00007805052,0.000014535273,0.00041719674,0.00003549606,0.0015684352,0.000070742215,0.00004478748,0.00003320363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032036658,0.000042749336,0.003972541,0.000014781094,0.000033338205,0.0000011220254,0.0003652485,0.0004364634,0.00021191276,0.09186582,0.87557155,0.027164094],"study_design_scores_gemma":[0.0046829255,0.00005133609,0.0015352777,0.000042260923,0.00005618897,0.0000025566849,0.0016141403,0.0063757603,0.00069793913,0.010345131,0.9741574,0.000439119],"about_ca_topic_score_codex":0.000106465006,"about_ca_topic_score_gemma":0.00005647292,"teacher_disagreement_score":0.90862864,"about_ca_system_score_codex":0.0000162731,"about_ca_system_score_gemma":0.000087750595,"threshold_uncertainty_score":0.32803714},"labels":[],"label_agreement":null},{"id":"W1989417121","doi":"10.1080/0951192x.2012.731284","title":"Special Issue on Collaborative Manufacturing and Supply Chains","year":2012,"lang":"en","type":"article","venue":"International Journal of Computer Integrated Manufacturing","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Supply chain; Business; Manufacturing engineering; Computer science; Process management; Industrial organization; Knowledge management; Systems engineering; Engineering; Marketing","score_opus":0.009093899264280279,"score_gpt":0.2386015847834419,"score_spread":0.22950768551916162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989417121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9411783,0.00010827814,0.008492827,0.0030214863,0.025946075,0.000310761,0.000023584122,0.00009931499,0.020819353],"genre_scores_gemma":[0.91889757,0.000042699467,0.001552515,0.0020206242,0.07718798,0.000004207647,0.000017543414,0.000030816354,0.00024602303],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827534,0.000027513759,0.00058224716,0.0001851851,0.0006450473,0.00028464865],"domain_scores_gemma":[0.99847305,0.00012369899,0.000642294,0.00012210716,0.00058650976,0.000052328825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033095625,0.00027557946,0.0002907258,0.00080967083,0.00010964272,0.00070028123,0.0004795922,0.0000764724,0.0008161282],"category_scores_gemma":[0.000060741208,0.00023027654,0.00009538416,0.00013860161,0.00005784678,0.0021088526,0.00020266834,0.00037438798,0.00013853257],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021176576,0.0009801518,0.022361055,0.00013274638,0.0014672684,0.00039191762,0.0028540762,0.010808042,0.0005498848,0.012543258,0.2921784,0.65361553],"study_design_scores_gemma":[0.0012389632,0.00006356342,0.019480092,0.00035564564,0.00003995792,0.00009093246,0.00051525433,0.00066900294,0.020812407,0.00035107657,0.95605034,0.00033274703],"about_ca_topic_score_codex":0.00003380971,"about_ca_topic_score_gemma":0.000016895914,"teacher_disagreement_score":0.663872,"about_ca_system_score_codex":0.00016893161,"about_ca_system_score_gemma":0.00003806452,"threshold_uncertainty_score":0.9390405},"labels":[],"label_agreement":null},{"id":"W1995415264","doi":"10.1525/cmr.2014.56.3.58","title":"Paradoxical Leadership to Enable Strategic Agility","year":2014,"lang":"en","type":"article","venue":"California Management Review","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":382,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"IBM; Flexibility (engineering); Strategic leadership; Strategic planning; Strategic thinking; Process management; Business; Knowledge management; Strategic management; Management; Public relations; Computer science; Marketing; Political science; Economics","score_opus":0.0687401008047081,"score_gpt":0.262223441455522,"score_spread":0.1934833406508139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995415264","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026023125,0.015104523,0.032471515,0.04655128,0.0015200477,0.005398776,0.000023014263,0.0011331037,0.8951954],"genre_scores_gemma":[0.82019275,0.0038186994,0.0014631024,0.16538185,0.00229536,0.0008537895,0.00021997442,0.0001072328,0.005667221],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980464,0.000045842462,0.0005243043,0.0005194199,0.0004167257,0.00044729369],"domain_scores_gemma":[0.99893266,0.00003667425,0.00017487425,0.0006650914,0.00014122258,0.00004945303],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010747602,0.00027370665,0.00040253502,0.00017860609,0.00015724852,0.00035297935,0.0004935231,0.000043052,0.0018745018],"category_scores_gemma":[0.00018503016,0.00024204883,0.00012883799,0.0011146375,0.00004028211,0.00038994415,0.00029678803,0.0001217533,0.012869629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004588508,0.00027748657,0.0036472506,0.031968378,0.00010332831,0.000029213874,0.000008665492,0.00027915905,0.00002020506,0.383555,0.49793613,0.08212931],"study_design_scores_gemma":[0.0002221418,0.0000090380945,0.0002713797,0.0013813613,0.00013884871,6.4110066e-7,0.000061406725,0.0005252399,0.000003946846,0.004817566,0.99227,0.00029844427],"about_ca_topic_score_codex":0.00002246476,"about_ca_topic_score_gemma":0.000025465542,"teacher_disagreement_score":0.8895282,"about_ca_system_score_codex":0.00005947759,"about_ca_system_score_gemma":0.0000093031185,"threshold_uncertainty_score":0.9990379},"labels":[],"label_agreement":null},{"id":"W1995881156","doi":"10.1007/s00170-007-1243-1","title":"An agent-based infrastructure for virtual enterprises using Web-Services standards","year":2007,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"XML; Knowledge management; Process (computing); Computer science; Process management; Business; World Wide Web","score_opus":0.0069578433031135135,"score_gpt":0.28105555618369116,"score_spread":0.27409771288057766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995881156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8705561,0.000059144262,0.12546562,0.0013499791,0.0021902923,0.00016943766,0.000022639566,0.00009974321,0.00008700664],"genre_scores_gemma":[0.9899911,0.000011774724,0.007648763,0.0011566431,0.0011405783,0.0000045215775,0.000009369203,0.000028644925,0.000008577191],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99842983,0.000006524384,0.0005428597,0.00017561002,0.00060722436,0.00023792156],"domain_scores_gemma":[0.99763495,0.00010677622,0.0009087542,0.00023710885,0.0010960115,0.000016383878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006522237,0.00018263949,0.00020607602,0.0009279908,0.00016458143,0.00023264896,0.0013604767,0.000096878466,0.00007780588],"category_scores_gemma":[0.00016625162,0.00013896044,0.000100174475,0.00019504408,0.00010548877,0.0010369252,0.00016418583,0.00024613834,0.0000022829622],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068252073,0.00040840398,0.015189449,0.00017945199,0.0006506702,0.00020751667,0.0002492121,0.45408463,0.31318194,0.013362474,0.0016656156,0.19399546],"study_design_scores_gemma":[0.0075195315,0.00042784706,0.004793541,0.00062822865,0.00023857233,0.00017996965,0.0056121317,0.022397079,0.5234856,0.04754657,0.38634944,0.0008215051],"about_ca_topic_score_codex":0.0000110471565,"about_ca_topic_score_gemma":0.000095765965,"teacher_disagreement_score":0.43168753,"about_ca_system_score_codex":0.00025713086,"about_ca_system_score_gemma":0.00010046788,"threshold_uncertainty_score":0.5666642},"labels":[],"label_agreement":null},{"id":"W2003502346","doi":"10.1115/detc2002/cie-34461","title":"A Distributed Multidisciplinary Design Optimization Framework Based on Web and Agents","year":2002,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; National Research Council Canada","funders":"","keywords":"Computer science; Web modeling; Web service; The Internet; Web development; Server; Web server; World Wide Web","score_opus":0.03229903225869539,"score_gpt":0.24300439627275233,"score_spread":0.21070536401405693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003502346","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0046220184,0.000017986282,0.9835162,0.0022266326,0.0002328821,0.00035822962,0.00000762984,0.0002429333,0.0087754885],"genre_scores_gemma":[0.9800366,0.000008202238,0.017937012,0.001446262,0.00021173459,0.000033809694,0.000050162118,0.000018150498,0.000258041],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930865,0.000013396287,0.00015352361,0.00021623314,0.00017344001,0.0001347403],"domain_scores_gemma":[0.99953026,0.000109584566,0.00008451395,0.00017004504,0.00009338009,0.000012212398],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009708746,0.00012316376,0.000093090464,0.00015149282,0.0001803252,0.0002893261,0.000087160515,0.00005942022,0.0029367378],"category_scores_gemma":[0.0002298452,0.00011133481,0.000021107786,0.0005405731,0.000025425936,0.00044821485,0.0000663722,0.0000682932,0.00018076977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006830188,0.0002462917,0.017452419,0.000040382853,0.000010486149,0.000009915232,0.000026978856,0.93408066,0.000015873215,0.0016506541,0.0453798,0.001018213],"study_design_scores_gemma":[0.00043418718,0.000012344545,0.0017114186,0.000050310842,0.000014328516,1.512944e-7,0.000042327567,0.9944331,0.000008450646,0.00021269389,0.0029447102,0.00013598708],"about_ca_topic_score_codex":0.0000065752906,"about_ca_topic_score_gemma":0.0000027243457,"teacher_disagreement_score":0.97541463,"about_ca_system_score_codex":0.000022986496,"about_ca_system_score_gemma":0.0000050560902,"threshold_uncertainty_score":0.9979747},"labels":[],"label_agreement":null},{"id":"W2005014329","doi":"10.1109/mic.2008.48","title":"Virtual Organizations [Guest Editors' Introduction]","year":2008,"lang":"en","type":"article","venue":"IEEE Internet Computing","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Virtual organization; Work (physics); Information sharing; Knowledge sharing; Knowledge management; World Wide Web; Data science; Engineering","score_opus":0.00891749511648136,"score_gpt":0.21161769737878652,"score_spread":0.20270020226230517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005014329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72016823,0.00002294323,0.14474738,0.0029559298,0.12220266,0.00031766968,0.0000029660887,0.0012061606,0.008376059],"genre_scores_gemma":[0.8327952,0.0000010965265,0.00017774115,0.00064021256,0.16493388,0.000003064961,0.00003133976,0.000032135256,0.0013853617],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883693,0.00001208118,0.00035096362,0.00032354938,0.00025362457,0.00022285598],"domain_scores_gemma":[0.99887055,0.000056357552,0.00020833929,0.0002235755,0.0006265076,0.000014642228],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001299907,0.00016593146,0.00015508852,0.00024940117,0.00026672005,0.00027025217,0.00028922706,0.00005411444,0.00047484072],"category_scores_gemma":[0.0003926267,0.00017128649,0.00003967316,0.0010377076,0.00007895461,0.000796357,0.00017559191,0.00016490002,0.0016487995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008946324,0.00007401948,0.022265201,0.000013251441,0.000024358216,0.0000138624055,0.0002830277,0.0050553656,0.00035645385,0.0021553691,0.9693714,0.0003787373],"study_design_scores_gemma":[0.0004519871,0.000019378702,0.002475453,0.000050549213,0.000025561865,0.000041166782,0.00021406404,0.044328034,0.0011673496,0.00007305535,0.9507526,0.00040078606],"about_ca_topic_score_codex":0.00017513926,"about_ca_topic_score_gemma":0.000028928189,"teacher_disagreement_score":0.14456964,"about_ca_system_score_codex":0.00006067961,"about_ca_system_score_gemma":0.00003487595,"threshold_uncertainty_score":0.9991285},"labels":[],"label_agreement":null},{"id":"W2005765542","doi":"10.5539/ass.v4n10p93","title":"Dynamic Design of Compensation System Based on Diversified Project Features–Taking the Project Manager as an Example","year":2009,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Compensation (psychology); Computer science; Process management; Equity (law); Organizational structure; Business; Norm (philosophy); Functional manager; Project management; Knowledge management; Project management triangle; Operations management; OPM3; Management; Economics","score_opus":0.03890551274786414,"score_gpt":0.28702452355516744,"score_spread":0.2481190108073033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005765542","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09706336,0.000011925295,0.04152821,0.0034762428,0.0012003955,0.004832092,0.000008305012,0.00063225644,0.8512472],"genre_scores_gemma":[0.9987311,1.790778e-7,0.0003832893,0.0006453534,0.00015778185,0.000016070127,0.000007347706,0.0000068970257,0.000051978033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99862903,0.00005545898,0.0001628249,0.00030421768,0.00062784465,0.00022061524],"domain_scores_gemma":[0.99918395,0.00004195955,0.00034093639,0.00021745608,0.00020878972,0.000006877374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008998983,0.00011469299,0.00011970529,0.000293062,0.0009873611,0.00048828206,0.0005270746,0.000037840782,0.00001402189],"category_scores_gemma":[0.00010693906,0.00008867234,0.00003627959,0.0020415646,0.0001940617,0.00094175356,0.000052793064,0.00008331121,0.000015304371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008327713,0.00061862986,0.0022706583,0.0003380162,0.000035388388,0.000038723792,0.016055496,0.0028756682,0.010436761,0.6847223,0.0052476856,0.27652788],"study_design_scores_gemma":[0.0025674906,0.00045049947,0.63503164,0.00052272534,0.00020631481,0.0000045368906,0.08967206,0.26128215,0.0006583284,0.0027724747,0.0055096247,0.0013221751],"about_ca_topic_score_codex":0.0010038462,"about_ca_topic_score_gemma":0.000054336913,"teacher_disagreement_score":0.9016677,"about_ca_system_score_codex":0.00015037191,"about_ca_system_score_gemma":0.0001521465,"threshold_uncertainty_score":0.7594083},"labels":[],"label_agreement":null},{"id":"W2006088752","doi":"10.4018/jeis.2007040105","title":"The Digitization of an Aerospace Supply Network","year":2007,"lang":"en","type":"article","venue":"International Journal of Enterprise Information Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Digitization; Aerospace; Supply chain; Process management; Business; Supply chain management; Business process; Product (mathematics); Supply network; Order (exchange); Quality (philosophy); Knowledge management; Engineering management; Marketing; Manufacturing engineering; Computer science; Engineering; Telecommunications; Work in process","score_opus":0.005565398022685286,"score_gpt":0.23607215631525225,"score_spread":0.23050675829256695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006088752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5071791,0.00042042177,0.42836747,0.0015208906,0.027940635,0.00078958896,0.00003164466,0.00011060221,0.0336397],"genre_scores_gemma":[0.99687874,0.000025292757,0.0001612771,0.0003604151,0.002461645,0.0000036931938,0.00003714915,0.000009257231,0.00006251416],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974145,0.000018573664,0.0013839208,0.000056420853,0.0009642886,0.00016229304],"domain_scores_gemma":[0.9941898,0.00015982772,0.0023583816,0.0001547108,0.0031141224,0.000023159753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016724592,0.00011536637,0.00016491445,0.00036956402,0.000117417505,0.0009732515,0.0006333139,0.000049704748,0.000023317707],"category_scores_gemma":[0.0003707195,0.00008578636,0.0000919315,0.00035349024,0.000049197555,0.00663077,0.000083647465,0.000113238835,0.000041277086],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004759181,0.0004817269,0.31175303,0.00030440197,0.0010666165,0.00008193208,0.003215789,0.2765783,0.0007101262,0.20874251,0.09199127,0.10031513],"study_design_scores_gemma":[0.0018753516,0.00007807841,0.021132685,0.00056012254,0.00004611816,0.00013239258,0.004366281,0.0145969195,0.00025922424,0.000735468,0.9559493,0.00026802445],"about_ca_topic_score_codex":0.00006589103,"about_ca_topic_score_gemma":0.00003356774,"teacher_disagreement_score":0.86395806,"about_ca_system_score_codex":0.00009898873,"about_ca_system_score_gemma":0.000055387864,"threshold_uncertainty_score":0.9385086},"labels":[],"label_agreement":null},{"id":"W2007306901","doi":"10.1002/npr.1104","title":"How Hewlett‐Packard Used Virtual Cross‐Functional Teams to Deliver Healthcare Industry Solutions","year":2001,"lang":"en","type":"article","venue":"Journal of Organizational Excellence","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Space (punctuation); Set (abstract data type); Health care; Work (physics); Cross-platform; Engineering management; Virtual space; Virtual team; Computer science; Teamwork; Knowledge management; Operations research; Management; Engineering; Artificial intelligence; Economics; Operating system","score_opus":0.02312333676676054,"score_gpt":0.2466450600845171,"score_spread":0.22352172331775655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007306901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8242502,0.00016883598,0.09711617,0.07414794,0.0030418136,0.00028510587,0.000028563129,0.00009610315,0.00086525833],"genre_scores_gemma":[0.9891756,0.000025270714,0.00040004405,0.004010509,0.0038900622,0.000004059311,0.000026112168,0.00003508846,0.0024332434],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805266,0.000022812297,0.0005082494,0.00022476928,0.000911542,0.00027994157],"domain_scores_gemma":[0.9960104,0.000087592816,0.00052333035,0.00016575085,0.003138307,0.00007459104],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032794787,0.00018582396,0.00021062828,0.00044211152,0.00046472333,0.0006830822,0.00034650974,0.00015751852,0.0016112052],"category_scores_gemma":[0.0010021365,0.00018041351,0.00007470706,0.0017649622,0.000075182725,0.0019572382,0.00017825756,0.00041976458,0.00021065805],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003164634,0.0004563271,0.77396,0.00006651583,0.000115083785,0.00011961154,0.0002780972,0.052815992,0.004342225,0.030622255,0.13512328,0.0017841728],"study_design_scores_gemma":[0.0037097537,0.0002671578,0.41743544,0.0004966977,0.0001525188,0.00050660234,0.00342357,0.0030723829,0.00055666623,0.0037673798,0.56530505,0.0013067896],"about_ca_topic_score_codex":0.000034162782,"about_ca_topic_score_gemma":0.000044855344,"teacher_disagreement_score":0.43018177,"about_ca_system_score_codex":0.00022209647,"about_ca_system_score_gemma":0.00029767593,"threshold_uncertainty_score":0.99930143},"labels":[],"label_agreement":null},{"id":"W2008870752","doi":"10.5539/ies.v3n2p219","title":"On Application of MBO in College Management","year":2010,"lang":"en","type":"article","venue":"International Education Studies","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Management by objectives; Democracy; Work (physics); Management; Business; Process management; Sociology; Political science; Engineering; Economics; Politics","score_opus":0.015881201450666124,"score_gpt":0.3288285590992781,"score_spread":0.312947357648612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008870752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8234088,0.00008180403,0.00092179666,0.0057780766,0.009915259,0.00054017396,0.000011662736,0.000066682995,0.15927579],"genre_scores_gemma":[0.99670506,0.000018076298,0.00043858372,0.0009840645,0.0004389853,0.00026408528,0.00002445211,0.000008417492,0.00111827],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999227,0.0000035136352,0.00027828803,0.00017373083,0.00024747316,0.00006999896],"domain_scores_gemma":[0.9986486,0.000062030056,0.00019826095,0.00015510978,0.00093177246,0.000004250033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015526765,0.00008509774,0.00010197192,0.00050532026,0.000042052827,0.000033059547,0.00019766955,0.000023513285,0.00012377699],"category_scores_gemma":[0.00030466504,0.00008438036,0.000026285821,0.00042449846,0.000045430403,0.0003225988,0.00008587567,0.0000761832,0.00015052642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004551646,0.00046784634,0.034682278,0.00007028922,0.00006506041,6.264936e-7,0.00009782322,0.00024590007,0.0003991008,0.92343956,0.02567843,0.014807567],"study_design_scores_gemma":[0.0011273616,0.000013559188,0.13149467,0.00018424483,0.00004069971,0.0000014187162,0.0057080295,0.0021878327,0.00041871332,0.13129926,0.7271673,0.00035693357],"about_ca_topic_score_codex":0.00007244229,"about_ca_topic_score_gemma":0.00031987336,"teacher_disagreement_score":0.7921403,"about_ca_system_score_codex":0.00005354327,"about_ca_system_score_gemma":0.000024189434,"threshold_uncertainty_score":0.3440931},"labels":[],"label_agreement":null},{"id":"W2024577760","doi":"10.5539/ass.v6n6p63","title":"Comments on Development of Job Embeddedness about Study on Turnover and Exploration into Application in Enterprises","year":2010,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Job embeddedness; Embeddedness; Perspective (graphical); China; Turnover; Business; Process (computing); Industrial organization; Management; Economics; Sociology; Political science; Computer science; Social science","score_opus":0.01607762389009371,"score_gpt":0.29463704681806463,"score_spread":0.2785594229279709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024577760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97672087,8.676434e-7,0.0006192294,0.00043494414,0.00029217906,0.00042677263,4.812207e-7,0.00002229778,0.021482384],"genre_scores_gemma":[0.9994055,1.8447733e-7,0.0001024033,0.00025167127,0.00014357116,0.000076532364,0.000002915462,0.00000588769,0.000011318475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989615,0.000008966002,0.00023276414,0.00025239174,0.00041770138,0.00012668296],"domain_scores_gemma":[0.9995504,0.000016688027,0.00017123845,0.00012084101,0.00013003219,0.000010787748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004638683,0.00009088367,0.00010205873,0.0002541189,0.0003500352,0.0001889971,0.00022897289,0.000029301587,0.000011003271],"category_scores_gemma":[0.00009577359,0.00008753541,0.000009830885,0.0008843633,0.00014766507,0.0009547298,0.0001169659,0.000093956136,0.000023827917],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012681098,0.0012868888,0.56823456,0.00005349453,0.000010061112,0.0000015798381,0.0438068,0.0000077905515,0.02061517,0.026985845,0.00030576516,0.33856526],"study_design_scores_gemma":[0.0005113334,0.000021545326,0.9845954,0.000027754912,0.0000043571417,3.8536438e-8,0.0098766815,0.0000647399,0.00096801575,0.00077530293,0.0030149464,0.00013986086],"about_ca_topic_score_codex":0.00008651158,"about_ca_topic_score_gemma":0.0013042316,"teacher_disagreement_score":0.41636088,"about_ca_system_score_codex":0.000056563156,"about_ca_system_score_gemma":0.000049558617,"threshold_uncertainty_score":0.35695904},"labels":[],"label_agreement":null},{"id":"W2030938574","doi":"10.1115/detc2003/cie-48271","title":"Cooperative Scheduling for Inter-Enterprise Manufacturing Resources Sharing","year":2003,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Computer science; Enterprise information system; Enterprise life cycle; Enterprise systems engineering; Profitability index; Enterprise software; Enterprise integration; Distributed manufacturing; Scheduling (production processes); Knowledge management; Industrial Internet; Information sharing; Process management; Architecture; Enterprise architecture; Internet of Things; Computer security; Business; World Wide Web; Manufacturing engineering; Engineering","score_opus":0.018828884782802244,"score_gpt":0.24801642107589833,"score_spread":0.22918753629309607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030938574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6176793,0.00007792127,0.22896872,0.0005829208,0.0011228558,0.000831282,0.0000036323365,0.00044012023,0.15029326],"genre_scores_gemma":[0.9918333,0.0000020549546,0.0026791971,0.0014510264,0.00050476415,0.00009956336,0.000010134881,0.000035804213,0.0033841247],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891347,0.0000070313067,0.00029893772,0.00036715614,0.00013610785,0.0002773189],"domain_scores_gemma":[0.9993656,0.00007157635,0.000129242,0.00022809824,0.00019113773,0.000014338638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028261615,0.00018650417,0.0001713786,0.0002267742,0.00029225933,0.00084320916,0.00023687037,0.000045549008,0.0008885951],"category_scores_gemma":[0.00034416598,0.00017034673,0.000074475254,0.00021608885,0.000029331,0.0011398019,0.00014319725,0.000093348324,0.00017147698],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010008338,0.00097454665,0.19445312,0.0019298518,0.0007190262,0.000050103146,0.0031493274,0.044311706,0.0075038867,0.6725426,0.048006173,0.025358835],"study_design_scores_gemma":[0.002123349,0.000029669241,0.0005649413,0.00026394808,0.00007802322,0.0000033403614,0.004328188,0.028166687,0.017548434,0.005965211,0.94008476,0.0008434546],"about_ca_topic_score_codex":0.000044475313,"about_ca_topic_score_gemma":0.00009356745,"teacher_disagreement_score":0.8920786,"about_ca_system_score_codex":0.000043180044,"about_ca_system_score_gemma":0.00001146942,"threshold_uncertainty_score":0.9729493},"labels":[],"label_agreement":null},{"id":"W2031506701","doi":"10.1007/s001700200028","title":"Partnership Synthesis for Virtual Enterprises","year":2002,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"National Natural Science Foundation of China; City University of Hong Kong","keywords":"General partnership; Industrial and production engineering; Business; Manufacturing engineering; Engineering; Computer science; Engineering management; Process management; Mechanical engineering; Finance","score_opus":0.018041443114313133,"score_gpt":0.24891724358085712,"score_spread":0.230875800466544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031506701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.932899,0.00030926886,0.01680078,0.042708337,0.0035164726,0.0003262611,0.0000071073478,0.00022625465,0.0032065068],"genre_scores_gemma":[0.99651647,0.00007631106,0.0010235487,0.00096213946,0.001092327,0.000035308254,0.0000010547465,0.000020670035,0.0002721492],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894625,0.0000059325366,0.00041102528,0.00013353967,0.00032583717,0.00017742925],"domain_scores_gemma":[0.99846065,0.00029192716,0.00062743534,0.0001905492,0.00042079817,0.000008631325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002258225,0.00013557362,0.00018070561,0.0005838194,0.00010915648,0.00015702017,0.0011914675,0.00006162044,0.00028919886],"category_scores_gemma":[0.00095670787,0.00009950982,0.00011547551,0.00014111851,0.00010088009,0.0006862863,0.00019520729,0.00018134943,0.000051048253],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016269792,0.00081890036,0.0056540472,0.000113248985,0.001428762,0.00021110989,0.00038811925,0.035875775,0.020700967,0.104031086,0.101955526,0.7271955],"study_design_scores_gemma":[0.001818879,0.00010285574,0.00061211764,0.0002457677,0.00012967727,0.00014142385,0.0013055267,0.0014308532,0.18687846,0.052192885,0.7547644,0.00037717802],"about_ca_topic_score_codex":0.0000027377537,"about_ca_topic_score_gemma":0.000008427262,"teacher_disagreement_score":0.7268183,"about_ca_system_score_codex":0.00007790808,"about_ca_system_score_gemma":0.000010037392,"threshold_uncertainty_score":0.4057893},"labels":[],"label_agreement":null},{"id":"W2032380693","doi":"10.1145/330678.330804","title":"Design brief: Nortel Networks","year":2000,"lang":"en","type":"article","venue":"interactions","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Computer science","score_opus":0.019388559487415153,"score_gpt":0.24673486412249188,"score_spread":0.2273463046350767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032380693","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03196295,0.00008411446,0.4275656,0.003959149,0.004124419,0.00058257504,0.0000056976064,0.0008763297,0.53083915],"genre_scores_gemma":[0.9842218,0.000010772962,0.00040632355,0.0028938304,0.0018235391,0.000051292114,0.000025230942,0.000020749752,0.010546424],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994165,0.000008026788,0.00017701936,0.00015643588,0.00009602733,0.00014600783],"domain_scores_gemma":[0.99956715,0.0000676545,0.000064864886,0.00018034084,0.00011151961,0.000008475645],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006402852,0.00009383661,0.000077962155,0.000111582965,0.0001922853,0.00036637977,0.00012544403,0.000025020703,0.01740469],"category_scores_gemma":[0.000035488905,0.00009663146,0.000041802108,0.00043198903,0.000020604335,0.001227077,0.000026368207,0.00011705707,0.0028536792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015556031,0.0002726468,0.006222323,0.000014806031,0.000076246804,0.00002471519,0.000092329654,0.28154114,0.00021622576,0.0036179817,0.5825477,0.1252183],"study_design_scores_gemma":[0.00017635018,0.0000035741214,0.0024205933,0.000023553433,0.000023703575,0.0000051719335,0.000042706673,0.0833753,0.000016825583,0.00035659556,0.9134169,0.00013868939],"about_ca_topic_score_codex":0.00018642315,"about_ca_topic_score_gemma":0.00016998306,"teacher_disagreement_score":0.9522589,"about_ca_system_score_codex":0.000029535444,"about_ca_system_score_gemma":0.000010714094,"threshold_uncertainty_score":0.9979227},"labels":[],"label_agreement":null},{"id":"W2034169066","doi":"10.1145/2668260.2668263","title":"Change Processes and Procedures in Service Oriented Virtual Organizations and Collaborative Network","year":2014,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Information Technology Infrastructure Library; Change control; Change management (ITSM); Process management; Business process; Computer science; Knowledge management; Process (computing); Virtual organization; Service (business); Business process management; Control (management); Business; Information technology; Work in process; Engineering; Operations management","score_opus":0.0076284770233546444,"score_gpt":0.213798950420796,"score_spread":0.20617047339744135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034169066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.961752,0.0005558677,0.005907099,0.011673474,0.0004794045,0.0017356528,0.000009806303,0.00047713396,0.017409537],"genre_scores_gemma":[0.99376917,0.000037383423,0.0002462846,0.0049869637,0.000666924,0.000087808134,0.000022258557,0.000018203855,0.00016498633],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993512,0.000010202072,0.0001594188,0.00022432258,0.00010667559,0.0001481819],"domain_scores_gemma":[0.998886,0.00006797174,0.000090272224,0.00007839898,0.0008655094,0.0000118311145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001129784,0.0001207514,0.00012531197,0.00013315672,0.00015467346,0.00027120818,0.00006328479,0.000039991617,0.00008821279],"category_scores_gemma":[0.0007055535,0.00010905697,0.000002598506,0.003643496,0.00003298009,0.0011037473,0.00013376275,0.000044907465,0.000019697745],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098383505,0.00015706116,0.8419482,0.0011204381,0.000027870065,0.0000025038928,0.0029190127,0.0007810702,0.000084013715,0.13569914,0.015017561,0.0021447404],"study_design_scores_gemma":[0.006432133,0.00017410792,0.34780744,0.0012414536,0.00018035466,0.000008628586,0.019188236,0.071426176,0.0001939453,0.007832097,0.5433515,0.0021639394],"about_ca_topic_score_codex":0.00017053104,"about_ca_topic_score_gemma":0.013063718,"teacher_disagreement_score":0.52833396,"about_ca_system_score_codex":0.000009318759,"about_ca_system_score_gemma":0.00004980809,"threshold_uncertainty_score":0.7289861},"labels":[],"label_agreement":null},{"id":"W2043421272","doi":"10.4018/jisscm.2008100103","title":"The Strategic Implications of E-Network Integration and Transformation Paths for Synchronizing Supply Chains","year":2008,"lang":"en","type":"article","venue":"International Journal of Information Systems and Supply Chain Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Synchronizing; Supply chain; Database transaction; Business; Supply chain management; Transaction cost; Industrial organization; Service management; Process management; Computer science; Marketing; Telecommunications; Finance","score_opus":0.015156697901118229,"score_gpt":0.23416016858026736,"score_spread":0.21900347067914913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043421272","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26646924,0.0014795593,0.6975593,0.011004945,0.0043390025,0.002933131,0.00011667909,0.000072018796,0.01602615],"genre_scores_gemma":[0.9975732,0.0009622705,0.00048883894,0.00025316648,0.0005146696,0.0000722754,0.000070310176,0.0000073193905,0.00005795209],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836737,0.00001704785,0.001007557,0.000073133284,0.0004011258,0.00013377066],"domain_scores_gemma":[0.9976031,0.000112780166,0.0010177094,0.00009824915,0.0011504928,0.000017624016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008755622,0.00012518984,0.00017293023,0.0003615639,0.00031790297,0.0004728582,0.00023972955,0.000040521176,0.0000057513703],"category_scores_gemma":[0.000041186384,0.000093544244,0.00006534286,0.00021110229,0.00006713372,0.0023058993,0.00005191214,0.00007562945,0.0000023736102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020305249,0.00003738733,0.004282894,0.00029539183,0.0002479849,0.0000021427818,0.0013317097,0.008697504,0.000055508503,0.94985396,0.00507114,0.029921336],"study_design_scores_gemma":[0.0094992705,0.00034743652,0.09109829,0.0020642017,0.00034522964,0.00043133454,0.065296255,0.32447192,0.00010792041,0.021828935,0.4834961,0.0010130922],"about_ca_topic_score_codex":0.000044600885,"about_ca_topic_score_gemma":0.000025528609,"teacher_disagreement_score":0.928025,"about_ca_system_score_codex":0.00006725993,"about_ca_system_score_gemma":0.000031980773,"threshold_uncertainty_score":0.45597824},"labels":[],"label_agreement":null},{"id":"W2043850209","doi":"10.1145/1080390.1080395","title":"Virtual organization and electronic commerce","year":2005,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Virtual organization; Knowledge management; Business; E-commerce; Computer science; World Wide Web","score_opus":0.009464304144668562,"score_gpt":0.24749137604685364,"score_spread":0.23802707190218508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043850209","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14197873,0.0063564326,0.8210852,0.0061567663,0.0038851448,0.008371077,0.0070134606,0.00093104783,0.004222122],"genre_scores_gemma":[0.9842645,0.00074279547,0.0004614151,0.001880668,0.00089567975,0.00028032245,0.011400601,0.000026443679,0.00004756806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985015,0.000025681808,0.00063365116,0.00019864507,0.00032669873,0.00031387302],"domain_scores_gemma":[0.9980417,0.00036259455,0.00043159688,0.00078269455,0.00036478293,0.000016650158],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00094938744,0.00019985008,0.00018929034,0.00030521638,0.00032732563,0.0005174067,0.00055844605,0.000039177634,0.000049691705],"category_scores_gemma":[0.0016119557,0.00016265913,0.000020141533,0.0009104754,0.00006512324,0.019557757,0.0004217191,0.00015753243,0.00018664521],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050520385,0.00022022495,0.025517523,0.0019729168,0.00007835497,0.000002222554,0.0013542603,0.041685104,0.0005482608,0.77725244,0.102109954,0.04875352],"study_design_scores_gemma":[0.001079,0.00001234704,0.00014194903,0.00011557284,0.000024541643,0.00000900209,0.0017264992,0.022805134,0.00006961324,0.000071088674,0.97370535,0.00023988266],"about_ca_topic_score_codex":0.000117730015,"about_ca_topic_score_gemma":0.00029091813,"teacher_disagreement_score":0.87159544,"about_ca_system_score_codex":0.00010347218,"about_ca_system_score_gemma":0.000046590554,"threshold_uncertainty_score":0.99415517},"labels":[],"label_agreement":null},{"id":"W2044658572","doi":"10.4018/jgim.2013010103","title":"Facilitating the Merger of Multinational Companies","year":2012,"lang":"en","type":"article","venue":"Journal of Global Information Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multinational corporation; Supply chain; Business; Transformational leadership; Industrial organization; Supply chain management; Process (computing); China; Empirical evidence; Knowledge management; Marketing; Process management; Economics; Computer science; Management; Political science; Finance","score_opus":0.012491142359059005,"score_gpt":0.2516244383415593,"score_spread":0.23913329598250027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044658572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63403136,0.000494997,0.12387116,0.0058678924,0.0054713925,0.0009768829,0.000042027026,0.00008070866,0.22916359],"genre_scores_gemma":[0.9968288,0.000006975085,0.0018814153,0.0009326947,0.00030567314,0.0000039183947,0.000007539102,0.000002131314,0.00003088029],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859476,0.000012382175,0.0006944833,0.000026512575,0.0005426307,0.00012922284],"domain_scores_gemma":[0.99814856,0.000048328897,0.0010578104,0.000093626906,0.0006410185,0.000010658317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077408337,0.00008281286,0.000117690644,0.00013254081,0.00010374619,0.00014061743,0.00022689172,0.000017255321,0.0001537936],"category_scores_gemma":[0.00018140105,0.000057070647,0.0000778584,0.0004915029,0.000038160368,0.0047005736,0.00012634796,0.000057630616,0.00010251546],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001897685,0.00026092544,0.15159047,0.0006531317,0.00041367378,0.0000013022661,0.0013464761,0.03834461,0.000023711393,0.6151361,0.14076102,0.05127884],"study_design_scores_gemma":[0.001042174,0.00001731883,0.3019136,0.000097766795,0.00012714212,0.000007117355,0.014315978,0.006175813,0.000012823752,0.0015115397,0.6746079,0.00017087944],"about_ca_topic_score_codex":0.000015467018,"about_ca_topic_score_gemma":0.0000032437274,"teacher_disagreement_score":0.6136245,"about_ca_system_score_codex":0.00007782517,"about_ca_system_score_gemma":0.000010593309,"threshold_uncertainty_score":0.34078023},"labels":[],"label_agreement":null},{"id":"W2045391329","doi":"10.1109/ccece.2012.6334832","title":"A distributed service oriented infrastructure for business process management in Virtual Organizations","year":2012,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Mitacs","keywords":"Computer science; Business process management; Service-oriented architecture; Enterprise service bus; Business process; Virtual organization; IBM; Flexibility (engineering); Business process modeling; Service (business); Process management; Process (computing); Artifact-centric business process model; Knowledge management; Web service; World Wide Web; Business; Operating system; Work in process","score_opus":0.006179736247449481,"score_gpt":0.23317659585874687,"score_spread":0.2269968596112974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045391329","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38885218,0.000027850418,0.59090865,0.0041915714,0.0018974526,0.002484267,0.00009231956,0.000622361,0.010923369],"genre_scores_gemma":[0.9955982,0.0000017775111,0.0005425083,0.0020388318,0.00057876593,0.00020514845,0.00075569586,0.000032769174,0.00024628852],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989967,0.000004616398,0.00028184184,0.00020879763,0.00019050088,0.0003175608],"domain_scores_gemma":[0.99853015,0.000023957116,0.00012604381,0.00018411776,0.0011196448,0.000016093863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012026263,0.00016799427,0.00014113296,0.00027845812,0.00013982288,0.00017714089,0.00019987328,0.000056525143,0.00052568386],"category_scores_gemma":[0.00019306794,0.00015642625,0.000015081951,0.005410027,0.000014942549,0.0016631603,0.00014904512,0.000056139856,0.000089683825],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029949856,0.0010450813,0.54015094,0.0017395382,0.00015663727,0.0000049461855,0.0009459554,0.04170592,0.00021363865,0.3444893,0.06428914,0.0049594045],"study_design_scores_gemma":[0.005155764,0.000011614736,0.42349845,0.00017415745,0.00022077069,0.000003110526,0.009634527,0.034854922,0.00017724864,0.0035333787,0.52159,0.0011460906],"about_ca_topic_score_codex":0.000050881943,"about_ca_topic_score_gemma":0.00021747709,"teacher_disagreement_score":0.606746,"about_ca_system_score_codex":0.000063206215,"about_ca_system_score_gemma":0.000026597467,"threshold_uncertainty_score":0.6378877},"labels":[],"label_agreement":null},{"id":"W2046268861","doi":"10.5539/ies.v2n2p162","title":"Study on Feasibility of MBO in College Management","year":2009,"lang":"en","type":"article","venue":"International Education Studies","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Management by objectives; Process management; Business; Operations management; Engineering management; Environmental resource management; Engineering; Marketing; Environmental science","score_opus":0.07749886582816255,"score_gpt":0.39896935637922853,"score_spread":0.32147049055106597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046268861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.923381,0.00008555991,0.000029514391,0.0035907952,0.0025737628,0.0005614835,0.000004377525,0.000034661014,0.06973885],"genre_scores_gemma":[0.9972209,0.000014340874,0.000085506224,0.0012334355,0.00027479275,0.000079698206,0.0000081124745,0.000004835694,0.0010784284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990015,0.000011817316,0.00035261665,0.0002182862,0.0003357247,0.000080057136],"domain_scores_gemma":[0.99866164,0.000043870477,0.00018323965,0.00017174159,0.0009351475,0.000004371251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024181732,0.00010256299,0.00014779031,0.0004958961,0.000046383735,0.00004112636,0.0001978609,0.000013964901,0.00006306936],"category_scores_gemma":[0.00031509082,0.00009800954,0.00003105758,0.0005148731,0.000025505811,0.00036086058,0.00007220245,0.000049201273,0.00005803503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025780022,0.0076769707,0.7685501,0.000068706686,0.00022044378,0.000009673227,0.0012936266,0.0005477913,0.000035577992,0.16420278,0.045989484,0.011147038],"study_design_scores_gemma":[0.0008895098,0.000050295315,0.93730336,0.00011796405,0.00002518074,3.29805e-7,0.03206744,0.00004523922,0.00002107979,0.014600456,0.014737796,0.00014134278],"about_ca_topic_score_codex":0.000030452322,"about_ca_topic_score_gemma":0.000083373,"teacher_disagreement_score":0.16875327,"about_ca_system_score_codex":0.00015929746,"about_ca_system_score_gemma":0.000026749549,"threshold_uncertainty_score":0.39967132},"labels":[],"label_agreement":null},{"id":"W2048570314","doi":"10.1115/detc2010-28309","title":"Robust Management of Virtual Enterprises","year":2010,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Robustness (evolution); Computer science; Analytic hierarchy process; Industrial engineering; Reliability engineering; Operations research; Engineering","score_opus":0.013971532355498133,"score_gpt":0.21708009667056596,"score_spread":0.20310856431506782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048570314","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4672747,0.000010596871,0.017478185,0.00056575745,0.002090903,0.00031360122,0.0000028901316,0.00024530382,0.5120181],"genre_scores_gemma":[0.9942806,0.000004393123,0.0016618633,0.00048177206,0.0003894124,0.000018164039,0.0000090799585,0.000015056445,0.0031397024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992193,0.000002141145,0.0002409931,0.00017708263,0.00022275688,0.00013770736],"domain_scores_gemma":[0.9994231,0.000018123803,0.00012987325,0.0002736002,0.00014772757,0.0000076014007],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012689873,0.00010825227,0.0001143618,0.00016960963,0.000058726695,0.00012689659,0.00025480255,0.000034904213,0.0035776717],"category_scores_gemma":[0.000024453404,0.00009706774,0.000049315673,0.00039170525,0.00005248816,0.0006129712,0.0002206874,0.00008133818,0.00039788868],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010127473,0.0004498374,0.08497651,0.00032443373,0.00013749104,0.000022186206,0.000051472478,0.0010141123,0.0057011475,0.8190007,0.062162314,0.026058476],"study_design_scores_gemma":[0.0028522187,0.000045790304,0.0714145,0.00020259798,0.0002443895,0.000004009798,0.0030762833,0.008100027,0.0042393995,0.005010986,0.90374446,0.0010653366],"about_ca_topic_score_codex":0.00006676627,"about_ca_topic_score_gemma":0.00011806627,"teacher_disagreement_score":0.8415821,"about_ca_system_score_codex":0.000005525485,"about_ca_system_score_gemma":0.000006292459,"threshold_uncertainty_score":0.99733317},"labels":[],"label_agreement":null},{"id":"W2054206499","doi":"10.1504/ijnvo.2004.005135","title":"Agent facilitated integration of distributed PDM systems","year":2004,"lang":"en","type":"article","venue":"International Journal of Networking and Virtual Organisations","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; National Research Council Canada","funders":"","keywords":"Product data management; Workflow; Workspace; Computer science; Domain (mathematical analysis); System integration; New product development; Systems engineering; Multi-agent system; Workflow management system; Software engineering; Distributed computing; Process management; Knowledge management; Product lifecycle; Database; Engineering; Artificial intelligence","score_opus":0.021746314225306738,"score_gpt":0.2517093262298978,"score_spread":0.22996301200459104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054206499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7839543,0.0002569882,0.20783934,0.0021036984,0.00510934,0.00015171076,0.000041229618,0.000043732605,0.00049965456],"genre_scores_gemma":[0.9979824,0.000043797656,0.00015023068,0.00012258154,0.0015954529,0.0000021882179,0.0000606277,0.000009956952,0.000032802367],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988353,0.000014210961,0.00058007106,0.00009212003,0.0003924903,0.00008576512],"domain_scores_gemma":[0.99810714,0.00007233218,0.00064752734,0.00006821744,0.0010887759,0.000016021915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002571082,0.00009962968,0.00015921147,0.00027969992,0.00008227232,0.00024858647,0.00019801105,0.000042359,0.000038536233],"category_scores_gemma":[0.0002174489,0.000088986184,0.000053447922,0.0003184174,0.000054078624,0.0006651265,0.00005898456,0.00011234913,0.000009949448],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000764178,0.0012261699,0.051055368,0.00011018912,0.0015179084,0.00012210605,0.004708998,0.52073663,0.04941498,0.3200687,0.015985655,0.03428911],"study_design_scores_gemma":[0.025273632,0.0013632315,0.20726508,0.0072372914,0.0014459317,0.000690921,0.042181004,0.07277865,0.0050617508,0.05287096,0.58083206,0.0029994894],"about_ca_topic_score_codex":0.00011875278,"about_ca_topic_score_gemma":0.00003225081,"teacher_disagreement_score":0.5648464,"about_ca_system_score_codex":0.00011895792,"about_ca_system_score_gemma":0.00006756931,"threshold_uncertainty_score":0.36287513},"labels":[],"label_agreement":null},{"id":"W2055056549","doi":"10.1108/02580540910999694","title":"Virtual strategy development in Alfa Laval","year":2009,"lang":"en","type":"article","venue":"Strategic Direction","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Originality; Globe; Process management; Value (mathematics); Strategic management; Business; Knowledge management; Engineering management; Computer science; Operations management; Marketing; Engineering; Political science; Psychology; Creativity","score_opus":0.02145030275686706,"score_gpt":0.24256389595833341,"score_spread":0.22111359320146634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055056549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7370542,0.000040311686,0.00023181306,0.00026641868,0.0006297451,0.00018050616,4.494683e-7,0.00020968074,0.26138687],"genre_scores_gemma":[0.99825025,0.0000073302385,0.000048063772,0.00028973428,0.00050906074,0.000016852106,0.000027834692,0.000009086814,0.00084178353],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99908406,0.00000997515,0.000270323,0.00023390053,0.00020093063,0.0002008291],"domain_scores_gemma":[0.99968266,0.000009698899,0.00010114683,0.00010193256,0.000094996176,0.000009578943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019446552,0.00013690919,0.00011903501,0.00027395235,0.000098847966,0.00032657452,0.00009501465,0.000056866626,0.00023751272],"category_scores_gemma":[0.000019183446,0.00013949876,0.000024411964,0.0007148205,0.000014606705,0.00082613225,0.00001697002,0.00010394011,0.00023338136],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044823263,0.0012949925,0.025718492,0.00009799624,0.000056772908,0.000100395475,0.00050226244,0.019229854,0.012224335,0.45029983,0.010201698,0.47982514],"study_design_scores_gemma":[0.0054964754,0.0003376865,0.56836957,0.00042861997,0.000075061005,0.000017311218,0.0076442193,0.017831976,0.0046861274,0.09309894,0.29934558,0.0026684483],"about_ca_topic_score_codex":0.00021454533,"about_ca_topic_score_gemma":0.0010542591,"teacher_disagreement_score":0.54265106,"about_ca_system_score_codex":0.00007691949,"about_ca_system_score_gemma":0.000074626,"threshold_uncertainty_score":0.56885946},"labels":[],"label_agreement":null},{"id":"W2060246992","doi":"10.1109/nwesp.2011.6088146","title":"A framework for process management in service oriented virtual organizations","year":2011,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Mitacs","keywords":"Information Technology Infrastructure Library; Virtual organization; Computer science; Knowledge management; Process management; Service-oriented architecture; Business process; Service (business); Enterprise service bus; Loose coupling; Process (computing); Web service; World Wide Web; Business; Information technology; Work in process","score_opus":0.021177961442515478,"score_gpt":0.26010264056351273,"score_spread":0.23892467912099724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060246992","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13037722,0.000009318849,0.7568548,0.0016496729,0.0009807006,0.0018727588,0.00000651796,0.00054489233,0.10770416],"genre_scores_gemma":[0.98354805,0.0000016785579,0.010720334,0.0044999607,0.00024239426,0.0002741753,0.00003834407,0.000032343753,0.0006427263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992498,0.0000028498255,0.0002212843,0.00022174843,0.00012989588,0.00017439702],"domain_scores_gemma":[0.9991799,0.000023914232,0.000088575005,0.0001760968,0.00052385544,0.000007650909],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000912788,0.0001101543,0.00009512708,0.00025884368,0.00009380956,0.00009895947,0.00019919573,0.00004592443,0.0018002549],"category_scores_gemma":[0.00014419846,0.00010734562,0.000014530352,0.002672808,0.000010973768,0.00069903524,0.00010316422,0.000051059134,0.00025074815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006411319,0.00023083648,0.021343678,0.00016844031,0.00002459595,0.0000029067965,0.00064868794,0.0001729664,0.0000051015536,0.974211,0.0019584324,0.0011692417],"study_design_scores_gemma":[0.008624227,0.00011443773,0.06889101,0.0008746005,0.0004561901,0.0000025352672,0.05856302,0.08223253,0.0010768471,0.49772006,0.2786188,0.0028257286],"about_ca_topic_score_codex":0.000098666176,"about_ca_topic_score_gemma":0.0004657812,"teacher_disagreement_score":0.8531708,"about_ca_system_score_codex":0.000022711318,"about_ca_system_score_gemma":0.000015657119,"threshold_uncertainty_score":0.99911225},"labels":[],"label_agreement":null},{"id":"W2063475963","doi":"10.5539/mas.v2n3p125","title":"Study on the Establishment of “People Oriented” Values System in IT Enterprise","year":2008,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Enterprise system; Business; Computer science; Enterprise information system; Enterprise systems engineering; Knowledge management; Process management; Enterprise architecture; Geography","score_opus":0.02301712746613001,"score_gpt":0.24097607533117882,"score_spread":0.2179589478650488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063475963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9597657,0.00000607442,0.006088316,0.0001959023,0.00026362488,0.00086942344,0.0000014676884,0.00006503396,0.03274449],"genre_scores_gemma":[0.9993295,0.000001004459,0.000033348235,0.00033958734,0.000077075034,0.00014586767,9.519486e-7,0.0000100766965,0.00006260307],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99807847,0.000011925132,0.0003410223,0.00040055352,0.0009132952,0.00025475427],"domain_scores_gemma":[0.9990573,0.00007121827,0.00020200842,0.0004883633,0.00016848357,0.000012638613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095427816,0.00013843812,0.00018225668,0.0003656119,0.00039341798,0.00015971261,0.0006654741,0.000018494016,0.000023372799],"category_scores_gemma":[0.00009929312,0.000099952944,0.000024660358,0.0020605708,0.00021048062,0.0004939298,0.00032345287,0.00009530258,0.000076395496],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051686406,0.004371726,0.74270654,0.0002722384,0.00004408072,0.00007277655,0.06962908,0.02098227,0.03212488,0.12062996,0.0064842193,0.0021653771],"study_design_scores_gemma":[0.0054877545,0.0002200793,0.3637662,0.00058048946,0.00009201921,0.000009675393,0.22877383,0.38499546,0.0071806475,0.0025512408,0.00477781,0.0015648],"about_ca_topic_score_codex":0.00018231425,"about_ca_topic_score_gemma":0.00010632883,"teacher_disagreement_score":0.3789403,"about_ca_system_score_codex":0.00012038294,"about_ca_system_score_gemma":0.000069244044,"threshold_uncertainty_score":0.4075963},"labels":[],"label_agreement":null},{"id":"W2066355232","doi":"10.1111/j.1540-627x.2004.00111.x","title":"The Characteristics and Features of SMEs: Favorable or Unfavorable to Logistics Integration?","year":2004,"lang":"en","type":"article","venue":"Journal of Small Business Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":131,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Business; Industrial organization; Order (exchange); Supply chain management; Supply chain; Process management; Marketing","score_opus":0.01782581592575122,"score_gpt":0.23943584151537256,"score_spread":0.22161002558962134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066355232","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3650434,0.001193665,0.5570552,0.03995849,0.008141629,0.0028134636,0.00003062162,0.00016531447,0.02559825],"genre_scores_gemma":[0.9917725,0.0005324101,0.0048753684,0.0010258362,0.00056575314,0.000012916948,0.000005566509,0.00002672821,0.0011829387],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99856687,0.000010963191,0.00068736053,0.00015221174,0.0003745109,0.00020811115],"domain_scores_gemma":[0.9974694,0.00007720214,0.00084753,0.00024358963,0.0013374105,0.0000248407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057588296,0.0001873372,0.000300499,0.00037635287,0.00023135985,0.00060308096,0.000409296,0.0000400321,0.00002699272],"category_scores_gemma":[0.00050772046,0.00011671401,0.000047786227,0.0011091556,0.00008580228,0.0005351466,0.00025595783,0.00013170468,0.000012597527],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054911165,0.0020097487,0.022533534,0.004886474,0.0013900723,0.0008416824,0.0011067877,0.08453561,0.0018166034,0.47199634,0.06783901,0.33555302],"study_design_scores_gemma":[0.005679706,0.00030081588,0.53433186,0.0032928593,0.00092969905,0.00009113047,0.008979047,0.0006114985,0.000511484,0.024091117,0.4200276,0.0011531936],"about_ca_topic_score_codex":0.0001118628,"about_ca_topic_score_gemma":0.00035362138,"teacher_disagreement_score":0.6267291,"about_ca_system_score_codex":0.00007787158,"about_ca_system_score_gemma":0.00006669694,"threshold_uncertainty_score":0.5815523},"labels":[],"label_agreement":null},{"id":"W2068140816","doi":"10.1080/00207540802230439","title":"DESSAC: a decision support system for quantifying and analysing agility","year":2008,"lang":"en","type":"article","venue":"International Journal of Production Research","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Agile software development; Scope (computer science); Agile manufacturing; Situated; Process (computing); Order (exchange); Process management; Decision support system; Engineering; Computer science; Systems engineering; Business; Software engineering; Artificial intelligence","score_opus":0.19660485366753205,"score_gpt":0.4281730164009568,"score_spread":0.23156816273342473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068140816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95672715,0.00014316167,0.035390474,0.0033960207,0.0033472804,0.00027941904,0.000003091578,0.000028856863,0.00068457687],"genre_scores_gemma":[0.9942203,0.000048611404,0.0022632396,0.000044175376,0.0032236197,0.00000966185,0.000005436217,0.000011785142,0.00017317354],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979366,0.00003634742,0.00051205955,0.00021008721,0.0011486773,0.00015623085],"domain_scores_gemma":[0.9930684,0.00018602246,0.00035259713,0.00012325031,0.0062501947,0.000019561145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030762465,0.0000780225,0.00015467952,0.0011006556,0.00032876595,0.00032051787,0.00029049127,0.000035472578,0.000054286553],"category_scores_gemma":[0.0026650839,0.000069173686,0.00007452077,0.00053781766,0.00010881508,0.0014245363,0.00012358742,0.0001968861,0.000017966015],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008539139,0.0011374102,0.5462354,0.0011931485,0.0012259007,0.0006337468,0.0015688734,0.009193615,0.043975763,0.024140967,0.15999007,0.202166],"study_design_scores_gemma":[0.011052703,0.0005097447,0.1686144,0.0029052855,0.00033662328,0.004733167,0.014811318,0.043279625,0.023179362,0.015375365,0.7137799,0.0014224623],"about_ca_topic_score_codex":0.000050129303,"about_ca_topic_score_gemma":0.00002931087,"teacher_disagreement_score":0.55378985,"about_ca_system_score_codex":0.00017483011,"about_ca_system_score_gemma":0.00011284775,"threshold_uncertainty_score":0.3190547},"labels":[],"label_agreement":null},{"id":"W2076621958","doi":"10.1117/12.411771","title":"&lt;title&gt;Internet-enabled collaborative agent-based supply chains&lt;/title&gt;","year":2000,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"The Internet; Supply chain; Computer science; Architecture; Supply chain management; Collaborative software; Multi-agent system; Systems architecture; Domain (mathematical analysis); Knowledge management; World Wide Web; Business","score_opus":0.00789643668924591,"score_gpt":0.20961029897555522,"score_spread":0.2017138622863093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076621958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8291075,0.00011286052,0.000050575203,0.0020290646,0.00046615142,0.00044839183,0.00003729725,0.00014030871,0.16760783],"genre_scores_gemma":[0.9522828,0.00012863716,0.02208109,0.0011863672,0.0026524062,0.00028155834,0.000069116,0.00015612821,0.021161925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985916,1.348022e-8,0.0003995686,0.00027209442,0.0004818641,0.00025488617],"domain_scores_gemma":[0.9983567,0.000049506445,0.00023011254,0.00005367806,0.001278786,0.000031212632],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002551966,0.00022706119,0.00024726996,0.00012237421,0.00006299605,0.00023149466,0.0005482002,0.00011485321,0.0015890907],"category_scores_gemma":[0.00023607974,0.00019983047,0.00026579597,0.0005183387,0.00011500059,0.00050837145,0.000080774276,0.00014908101,0.00016234671],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010366801,0.0001285861,0.0003182245,0.00036259115,0.00024249087,3.2299445e-7,0.00006714108,0.00019936089,0.040865526,0.7145039,0.24179435,0.001413882],"study_design_scores_gemma":[0.0012522176,0.00008274694,0.00045073905,0.00034230875,0.00015929902,0.0000025180775,0.0002881165,0.075745866,0.010458042,0.0010929466,0.90962976,0.0004954486],"about_ca_topic_score_codex":0.0000057805255,"about_ca_topic_score_gemma":4.484837e-7,"teacher_disagreement_score":0.7134109,"about_ca_system_score_codex":0.000104622806,"about_ca_system_score_gemma":0.00003706282,"threshold_uncertainty_score":0.9993236},"labels":[],"label_agreement":null},{"id":"W2079933585","doi":"10.1080/09537280802360884","title":"Project agility assessment: an integrated decision analysis approach","year":2008,"lang":"en","type":"article","venue":"Production Planning & Control","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Agile software development; Dynamism; Adaptability; Project management; Process management; Set (abstract data type); Computer science; Scrum; Fuzzy logic; Systems engineering; Software; Risk analysis (engineering); Engineering management; Knowledge management; Engineering; Software development; Business; Software engineering","score_opus":0.03308774430587171,"score_gpt":0.29612888483765154,"score_spread":0.26304114053177985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079933585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58312607,0.0000961528,0.4091381,0.00042799284,0.0010205372,0.0009868441,0.000015005303,0.00068662205,0.0045026583],"genre_scores_gemma":[0.9937211,0.000003315424,0.00387637,0.0003108145,0.0012256003,0.00013122817,0.00039032794,0.000023088214,0.00031811922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980383,0.000064054264,0.00045501997,0.0007053717,0.0004730181,0.00026425824],"domain_scores_gemma":[0.99838585,0.000050574003,0.00033935043,0.00051572104,0.0006899271,0.000018574525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007938479,0.0002347167,0.00036860575,0.00094368117,0.0005327754,0.00031649508,0.00024006945,0.00007467973,0.00008752345],"category_scores_gemma":[0.0005786328,0.00020975448,0.000117828204,0.0030823795,0.00007394089,0.0020554475,0.000047025023,0.00023617575,0.000041930736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043427927,0.00052026147,0.8832598,0.000046967132,0.00044819072,0.0000132330315,0.0002437021,0.093035966,0.0006234045,0.00031246504,0.014571803,0.006489956],"study_design_scores_gemma":[0.0019572536,0.000044605073,0.5258294,0.00004267119,0.0009907106,0.00001839983,0.0010292623,0.35590273,0.000037345344,0.00021510685,0.11325833,0.0006742151],"about_ca_topic_score_codex":0.0003080502,"about_ca_topic_score_gemma":0.000029020974,"teacher_disagreement_score":0.41059506,"about_ca_system_score_codex":0.000090955145,"about_ca_system_score_gemma":0.00008975084,"threshold_uncertainty_score":0.85535395},"labels":[],"label_agreement":null},{"id":"W2081695566","doi":"10.5539/ibr.v2n4p46","title":"Game Analysis of Strategic Partner Selection of Chinese and Foreign Technology Alliance","year":2009,"lang":"en","type":"article","venue":"International Business Research","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Alliance; Strategic alliance; Status quo; Selection (genetic algorithm); Business; General partnership; Game theory; Corporation; Set (abstract data type); Industrial organization; Strategic partnership; Marketing; Microeconomics; International trade; Economics; Computer science; Political science; Market economy","score_opus":0.05107780779230587,"score_gpt":0.3671113594534484,"score_spread":0.31603355166114255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081695566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789325,0.00007982963,0.001122477,0.0017368435,0.00008183005,0.00015184368,0.000007616716,0.00003463373,0.017852452],"genre_scores_gemma":[0.99928933,0.00005768326,0.00012694948,0.00005253576,0.0001775675,0.000016036662,0.000045840232,0.0000068160043,0.000227232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869543,0.000013607076,0.00031672357,0.00022675659,0.0005898402,0.00015761516],"domain_scores_gemma":[0.9963107,0.00006951156,0.00018945313,0.00014770638,0.0032749823,0.000007663367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037688497,0.000093851624,0.00021474661,0.0019754274,0.000050242666,0.00011000859,0.00030287393,0.00006616317,0.00035201828],"category_scores_gemma":[0.00036339354,0.00008332172,0.00004086144,0.00727037,0.00015040136,0.0005456891,0.00010343171,0.0001208951,0.0000099042745],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018063445,0.00022861183,0.893923,0.000080303165,0.00031525665,0.000004746222,0.000023945562,0.004710748,0.012842576,0.084916614,0.00020999789,0.0025635916],"study_design_scores_gemma":[0.00045821606,0.000024898734,0.8940894,0.000063873405,0.00006535591,0.0000017426108,0.00014092842,0.037901983,0.00055461464,0.06477553,0.0017908495,0.0001326246],"about_ca_topic_score_codex":0.0001554557,"about_ca_topic_score_gemma":0.00014590367,"teacher_disagreement_score":0.033191234,"about_ca_system_score_codex":0.000033290336,"about_ca_system_score_gemma":0.000041910367,"threshold_uncertainty_score":0.38543534},"labels":[],"label_agreement":null},{"id":"W2093845743","doi":"10.5539/ibr.v4n3p135","title":"Assessing Organizational Agility via Fuzzy Logic","year":2011,"lang":"en","type":"article","venue":"International Business Research","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fuzzy logic; Computer science; Process management; Knowledge management; Business; Operations management; Operations research; Risk analysis (engineering); Artificial intelligence; Mathematics; Economics","score_opus":0.12401775116842312,"score_gpt":0.3694299345809742,"score_spread":0.24541218341255105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093845743","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.170798,0.000074612646,0.05024972,0.0069950833,0.004160758,0.00061775814,0.000013520607,0.00044498057,0.76664555],"genre_scores_gemma":[0.9953039,0.000008372507,0.0009913505,0.0007131873,0.0019407944,0.000047454152,0.00014516622,0.00003552309,0.0008142269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974894,0.000041337924,0.00036912967,0.0004341494,0.0013157888,0.00035018145],"domain_scores_gemma":[0.99272805,0.00011606741,0.00014782613,0.00029607723,0.0066901646,0.000021807367],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009844075,0.00016229266,0.0001414097,0.00084700424,0.0003593738,0.001084463,0.0008194455,0.000085735155,0.008172621],"category_scores_gemma":[0.0018148982,0.00015661867,0.00004041486,0.0025960077,0.00020943256,0.0033191375,0.00062698225,0.0002711404,0.0021556818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026995424,0.0012008713,0.7663242,0.00020254622,0.0001454962,0.00015093866,0.00022886512,0.00032290307,0.005460031,0.19735691,0.018318834,0.010018414],"study_design_scores_gemma":[0.0006176542,0.000006251656,0.82032156,0.00007524652,0.000012208542,0.0000123850095,0.0003122279,0.0019666357,0.00037688971,0.12826125,0.047676116,0.00036154562],"about_ca_topic_score_codex":0.0007754965,"about_ca_topic_score_gemma":0.00008673631,"teacher_disagreement_score":0.8245059,"about_ca_system_score_codex":0.00017087125,"about_ca_system_score_gemma":0.00013941759,"threshold_uncertainty_score":0.9999525},"labels":[],"label_agreement":null},{"id":"W2096756282","doi":"10.5539/ibr.v4n2p112","title":"Study on the Collaborative Innovation Oriented SDN Enterprise Ecological Collaboration Model","year":2011,"lang":"en","type":"article","venue":"International Business Research","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Knowledge management; Collaborative network; Ecosystem; Enterprise modelling; Computer science; Industrial organization; Process management; Ecology; Enterprise integration; Enterprise software; Biology","score_opus":0.12822125573664497,"score_gpt":0.373101671831793,"score_spread":0.24488041609514802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096756282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87165093,0.0000075534276,0.0033537245,0.007933302,0.0014222582,0.001972107,0.000034865297,0.00016868957,0.113456585],"genre_scores_gemma":[0.9958357,0.0000068737763,0.0001394846,0.0012183571,0.00075658463,0.00077026786,0.000099024095,0.000035255965,0.0011384124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99659884,0.00014527161,0.00059957965,0.0005582999,0.0017289036,0.0003691185],"domain_scores_gemma":[0.9861177,0.0003095307,0.0003010991,0.0004620607,0.01279282,0.00001677729],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018219549,0.00024622356,0.0001963212,0.0014068608,0.0006072152,0.00080244214,0.00091133744,0.00009981875,0.0013135377],"category_scores_gemma":[0.0039494256,0.00017974146,0.00003312027,0.008737602,0.00022098007,0.0016063083,0.0005309143,0.00041771945,0.0008541378],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031625568,0.008333106,0.191015,0.000054931683,0.00035995073,0.00016339574,0.005683359,0.0049945554,0.0021538746,0.6739738,0.108951546,0.0011539352],"study_design_scores_gemma":[0.0060643503,0.0005087251,0.7505277,0.0002930067,0.000086366264,0.000006413196,0.049269684,0.057925843,0.0015033759,0.047569737,0.08476913,0.0014756875],"about_ca_topic_score_codex":0.00013881891,"about_ca_topic_score_gemma":0.00024052498,"teacher_disagreement_score":0.62640405,"about_ca_system_score_codex":0.0002842089,"about_ca_system_score_gemma":0.00027415916,"threshold_uncertainty_score":0.9999238},"labels":[],"label_agreement":null},{"id":"W2097620596","doi":"10.1109/icebe.2008.48","title":"Agile Partner Selection Based on Meta-heuristic Algorithm","year":2008,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Atlantic Canada Opportunities Agency","keywords":"Computer science; Agile software development; Meta heuristic; Selection (genetic algorithm); Heuristic; Path (computing); Graph; Mathematical optimization; Hyper-heuristic; Algorithm; Theoretical computer science; Artificial intelligence; Mathematics; Robot; Software engineering; Mobile robot","score_opus":0.03859176546186751,"score_gpt":0.24318474006914245,"score_spread":0.20459297460727494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097620596","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010721509,0.000067644876,0.3744706,0.0034840747,0.0017867447,0.00088657124,0.0000106992575,0.0016159395,0.60695624],"genre_scores_gemma":[0.98280144,0.0000025222787,0.0022882784,0.005750187,0.0009089082,0.00009111746,0.00003561357,0.000026899917,0.0080950465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909055,0.00001165261,0.00019264416,0.00024175616,0.000290826,0.00017258244],"domain_scores_gemma":[0.9994354,0.000058891197,0.00009729838,0.00017070503,0.00022726913,0.000010384811],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000121973164,0.00014971793,0.00017264242,0.00022714997,0.00024602987,0.00012925312,0.00010119898,0.000038116235,0.006120018],"category_scores_gemma":[0.00011175562,0.00012081765,0.00009356841,0.000699885,0.000029930712,0.0004707798,0.000029297626,0.00007887268,0.0013815662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010292998,0.0007560817,0.019588795,0.00008360252,0.00039784316,0.000063646155,0.000030065074,0.024897572,0.00024678567,0.01729537,0.92545843,0.011078898],"study_design_scores_gemma":[0.0006345337,0.000025311554,0.0035898979,0.000007948631,0.00032062214,0.0000030340711,0.000019546773,0.43542287,0.00042597202,0.00056858815,0.5586473,0.00033440598],"about_ca_topic_score_codex":0.00015752265,"about_ca_topic_score_gemma":0.00003895677,"teacher_disagreement_score":0.97207993,"about_ca_system_score_codex":0.00002852119,"about_ca_system_score_gemma":0.000025550928,"threshold_uncertainty_score":0.99939597},"labels":[],"label_agreement":null},{"id":"W2123920717","doi":"10.3968/j.css.1923669720070303.004","title":"Study on New Product Development: Based on the Process Innovation of Organization","year":2010,"lang":"en","type":"article","venue":"Canadian social science","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"New product development; Humanities; Business; Business administration; Political science; Marketing; Philosophy","score_opus":0.017314985997491365,"score_gpt":0.24949595548745238,"score_spread":0.232180969489961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123920717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9626955,2.0575732e-7,0.0000657455,0.002290244,0.0004039018,0.00039921654,8.238282e-7,0.000022810009,0.034121588],"genre_scores_gemma":[0.9978202,5.954237e-9,0.000013571558,0.0017021811,0.00037983168,0.000008279486,0.00000449538,0.0000062501185,0.00006520837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992218,0.0000038839416,0.0001272344,0.00016618082,0.0003484712,0.00013241784],"domain_scores_gemma":[0.9989436,0.00001240227,0.00012160463,0.00011336192,0.0007953687,0.000013616355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046394765,0.00005847893,0.000046549125,0.0003663456,0.00066532457,0.00021814003,0.00031241766,0.000015888174,0.00014068911],"category_scores_gemma":[0.0012561743,0.000047084486,0.0000039524534,0.006179189,0.000098156146,0.00035924476,0.000015900201,0.000076070566,0.00003700781],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014230496,0.000211511,0.78716403,0.00003028524,0.000007656126,0.0000023938417,0.006442849,0.00011428268,0.005402366,0.17098963,0.009242579,0.020378178],"study_design_scores_gemma":[0.00075500226,0.00003866734,0.9062234,0.00005303476,0.000022188127,1.7205883e-7,0.011359019,0.00053487206,0.014404068,0.0008805235,0.065159835,0.00056918396],"about_ca_topic_score_codex":0.001341144,"about_ca_topic_score_gemma":0.0128816785,"teacher_disagreement_score":0.17010912,"about_ca_system_score_codex":0.000079070385,"about_ca_system_score_gemma":0.0013665677,"threshold_uncertainty_score":0.7188279},"labels":[],"label_agreement":null},{"id":"W2126741318","doi":"","title":"SAVOIR : Coordination of collaboration as a service","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Research and Productivity Council","funders":"","keywords":"Computer science; Provisioning; Modular design; World Wide Web; Scheduling (production processes); Software as a service; Scope (computer science); Service (business); Vendor; The Internet; Software engineering; Knowledge management; Software; Engineering; Business; Software development; Telecommunications; Operating system; Operations management","score_opus":0.009779188199462358,"score_gpt":0.23588618474148712,"score_spread":0.22610699654202476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126741318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81999516,0.0000027694318,0.00039539547,0.010181764,0.0008490894,0.00024045879,0.0000039622055,0.00009868497,0.16823271],"genre_scores_gemma":[0.99687237,5.517213e-7,0.0004881627,0.0016110943,0.00051276333,0.000024174145,0.000028344377,0.000012205745,0.0004503475],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937034,0.000004952983,0.0001910246,0.00013078107,0.00021258924,0.00009028843],"domain_scores_gemma":[0.99863434,0.000036398233,0.00019449253,0.00018226565,0.0009457683,0.000006734431],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001567821,0.000077682205,0.00009371827,0.00015952147,0.0000775946,0.0001458177,0.00013841683,0.00005260831,0.0017971423],"category_scores_gemma":[0.00035400398,0.000079950965,0.00001860801,0.0010610592,0.000021956646,0.00088528264,0.00005841303,0.000080711,0.00036004902],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066847606,0.00012552104,0.01161597,0.00015928669,0.000016010208,0.0000017297498,0.00023333606,0.00009363582,0.6461638,0.28842795,0.047047928,0.0060479986],"study_design_scores_gemma":[0.0018761186,0.000032357286,0.014491787,0.00007620989,0.000089499394,0.0000028242057,0.0017245283,0.022527829,0.024644373,0.07712044,0.8568823,0.0005317588],"about_ca_topic_score_codex":0.00008910214,"about_ca_topic_score_gemma":0.001025542,"teacher_disagreement_score":0.80983436,"about_ca_system_score_codex":0.000013842484,"about_ca_system_score_gemma":0.000058343012,"threshold_uncertainty_score":0.99911535},"labels":[],"label_agreement":null},{"id":"W2132154409","doi":"10.1016/j.knosys.2010.12.004","title":"Knowledge sharing in dynamic virtual enterprises: A socio-technological perspective","year":2010,"lang":"en","type":"article","venue":"Knowledge-Based Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":77,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Knowledge management; Computer science; Knowledge sharing; Knowledge value chain; Ontology; Resource (disambiguation); Procedural knowledge; Explicit knowledge; Preference; Knowledge integration; Domain knowledge; Organizational learning","score_opus":0.01384562874444268,"score_gpt":0.27073906862713976,"score_spread":0.2568934398826971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132154409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88840806,0.0013036666,0.010742171,0.0009827497,0.007462355,0.0019522435,0.000022175043,0.0016115624,0.08751503],"genre_scores_gemma":[0.9970859,0.0000026637306,0.000041643638,0.00010663588,0.0009645862,0.00039928497,0.000027487184,0.000069498936,0.001302259],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975726,0.000054370314,0.0006799162,0.00085457583,0.0002794957,0.0005590131],"domain_scores_gemma":[0.99805766,0.00022513511,0.00030045566,0.0006720763,0.00070685346,0.00003781145],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095867953,0.00042160688,0.0005120739,0.0011747903,0.0002706029,0.0006646863,0.00087504275,0.0003608403,0.00027098565],"category_scores_gemma":[0.00076638185,0.00040396067,0.00016512153,0.001770647,0.0002666954,0.00073612505,0.00040811097,0.0007625098,0.0019204839],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057705835,0.005699355,0.36713266,0.0018822018,0.00024549535,0.00025468046,0.004386337,0.002647953,0.023128564,0.57047147,0.014615356,0.00895886],"study_design_scores_gemma":[0.009495165,0.0001757164,0.016297093,0.0021184818,0.00019530936,0.000026070053,0.033808343,0.65776837,0.00043589802,0.005539541,0.27083778,0.0033022526],"about_ca_topic_score_codex":0.00034924515,"about_ca_topic_score_gemma":0.0037561094,"teacher_disagreement_score":0.6551204,"about_ca_system_score_codex":0.0005059541,"about_ca_system_score_gemma":0.00018339901,"threshold_uncertainty_score":0.9998412},"labels":[],"label_agreement":null},{"id":"W2136141028","doi":"10.1109/icarcv.2006.345099","title":"Architecture for Decision Logic Unit in Agile Manufacturing Planning and Control Systems","year":2006,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Agile software development; Heuristics; Agile manufacturing; Computer science; Layer (electronics); Control logic; Discrete manufacturing; Industrial engineering; Process (computing); Manufacturing execution system; Architecture; Computer-integrated manufacturing; Engineering; Manufacturing engineering; Systems engineering; Software engineering; Production (economics)","score_opus":0.013235999789140186,"score_gpt":0.2386734576981573,"score_spread":0.2254374579090171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136141028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61459136,0.00041283763,0.36879316,0.00047046933,0.00046723662,0.0009543288,0.0000073210867,0.00016320728,0.014140072],"genre_scores_gemma":[0.9982485,6.299953e-7,0.00045600056,0.00042251474,0.00048646465,0.000056689154,0.000014876067,0.000013354346,0.00030097886],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993092,0.000005465809,0.00022302024,0.00018660177,0.00010765352,0.00016809127],"domain_scores_gemma":[0.9995238,0.00023449313,0.000090021436,0.000093862654,0.000052446932,0.000005348472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017082933,0.00011177005,0.0001465892,0.00026588232,0.00009390913,0.0003562438,0.00008149695,0.00004510454,0.0000368591],"category_scores_gemma":[0.00007188548,0.00009205468,0.00002018477,0.00014290496,0.00001411403,0.0002965384,0.000042918622,0.000059612434,0.000011072415],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053283776,0.00011467183,0.28721017,0.00065361214,0.00002696455,0.000051034614,0.000062834864,0.6463761,0.0011387048,0.04073598,0.014048207,0.009048922],"study_design_scores_gemma":[0.0106404815,0.000057307294,0.19807082,0.0012155871,0.00010002967,0.000019278385,0.0015808049,0.21938887,0.0007143515,0.06492346,0.50194585,0.0013431688],"about_ca_topic_score_codex":0.00044990078,"about_ca_topic_score_gemma":0.00044104093,"teacher_disagreement_score":0.48789763,"about_ca_system_score_codex":0.000011630905,"about_ca_system_score_gemma":0.0000048417737,"threshold_uncertainty_score":0.3753881},"labels":[],"label_agreement":null},{"id":"W2137205850","doi":"10.5267/j.msl.2015.4.013","title":"A feasibility study for using agile contractors to promote mass housing contractors","year":2015,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Agile software development; Operations management; Process management; Construction engineering; Engineering management; Computer science; Engineering; Software engineering","score_opus":0.060505979945185945,"score_gpt":0.3105199306139474,"score_spread":0.2500139506687614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137205850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93393165,0.000003362449,0.056096785,0.0024736184,0.001621932,0.0043203006,0.000004318604,0.00021260779,0.0013354393],"genre_scores_gemma":[0.9881523,8.458108e-8,0.004488803,0.0066650365,0.0004615114,0.00014506954,0.000004182061,0.000032307646,0.00005067939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970066,0.000019311308,0.00044135097,0.0008462361,0.0010068294,0.0006796752],"domain_scores_gemma":[0.9987906,0.00003397881,0.00027487832,0.00057034375,0.00024853897,0.00008164025],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0022983206,0.00027529802,0.00027336951,0.000770253,0.0005312491,0.001618237,0.00078354334,0.000026251324,0.000023364551],"category_scores_gemma":[0.00044296382,0.00026703248,0.000067777,0.0022648422,0.00018161359,0.0022269094,0.00038747778,0.0000896,0.00005987498],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049196533,0.0012014265,0.9207499,0.00025115247,0.00012850041,0.000098116485,0.001287875,0.02609894,0.029732369,0.0033706606,0.012467023,0.0041220416],"study_design_scores_gemma":[0.026932372,0.00068234047,0.49561334,0.00070112274,0.0015922276,0.000005098582,0.05124495,0.1703189,0.0030437277,0.0044119805,0.23886657,0.006587384],"about_ca_topic_score_codex":0.00017735477,"about_ca_topic_score_gemma":0.000065560474,"teacher_disagreement_score":0.4251366,"about_ca_system_score_codex":0.00049565575,"about_ca_system_score_gemma":0.000030464424,"threshold_uncertainty_score":0.9999782},"labels":[],"label_agreement":null},{"id":"W2138199215","doi":"10.1109/icycs.2008.400","title":"Multi-Stage Partner Selection Based on Genetic-Ant Colony Algorithm in Agile Supply Chain Network","year":2008,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Atlantic Canada Opportunities Agency; Central University of Finance and Economics","keywords":"Ant colony optimization algorithms; Computer science; Selection (genetic algorithm); Genetic algorithm; Ant colony; Agile software development; Supply chain; Path (computing); Process (computing); Graph; Supply chain network; Stage (stratigraphy); Mathematical optimization; Algorithm; Supply chain management; Artificial intelligence; Machine learning; Theoretical computer science; Mathematics","score_opus":0.025987093155995337,"score_gpt":0.2528080967160961,"score_spread":0.22682100356010076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138199215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5305178,0.00016071949,0.40523836,0.0035028672,0.0036519368,0.0036962696,0.00003278303,0.0014972585,0.051701985],"genre_scores_gemma":[0.97117496,0.000013130826,0.016038267,0.0045628813,0.0013107383,0.00015006236,0.000060558858,0.00004153809,0.006647853],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99869883,0.000028326089,0.00031827015,0.00033888835,0.00026684004,0.00034884072],"domain_scores_gemma":[0.99944586,0.000065940694,0.0001332904,0.00019106985,0.00014768436,0.000016173213],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020738847,0.00018984557,0.00018438752,0.00026878068,0.000219909,0.00012774179,0.00013678719,0.00007497067,0.0016547601],"category_scores_gemma":[0.000072257106,0.00018226833,0.000048791648,0.0011667284,0.000039129245,0.0003258104,0.000053513573,0.00013331482,0.0003261318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012078381,0.0005583731,0.5551923,0.000040379215,0.000016973858,0.000096048374,0.000059251313,0.33703837,0.0002870048,0.0005610513,0.10056225,0.005467194],"study_design_scores_gemma":[0.0010859917,0.000022349313,0.10386099,0.000025049429,0.0000069291063,9.6158e-7,0.000036276168,0.78495306,0.00009411412,0.000018914645,0.10967416,0.00022121942],"about_ca_topic_score_codex":0.0007689836,"about_ca_topic_score_gemma":0.0018102861,"teacher_disagreement_score":0.45133132,"about_ca_system_score_codex":0.00008224578,"about_ca_system_score_gemma":0.000049275004,"threshold_uncertainty_score":0.99925786},"labels":[],"label_agreement":null},{"id":"W2140318603","doi":"10.5267/j.msl.2011.07.009","title":"A study of how to implement a successful CRM by identifying challenges using DEMATEL method: An empirical study on small to medium business units","year":2011,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Knowledge management; Order (exchange); Process management; Obligation; Empirical research; Customer relationship management; Computer science; Marketing","score_opus":0.184857461503497,"score_gpt":0.3675147840995802,"score_spread":0.18265732259608322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140318603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9576831,0.0000047616854,0.032046854,0.005690409,0.00072206365,0.0029651166,0.000002975763,0.00012764307,0.0007570739],"genre_scores_gemma":[0.99117607,0.0000013173614,0.0029377001,0.0053927153,0.0001763909,0.00025031375,0.0000032874536,0.000040361618,0.000021835307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99596757,0.000112109294,0.0005682461,0.001184276,0.001482575,0.00068522117],"domain_scores_gemma":[0.9981572,0.000044952318,0.00035909787,0.0009010148,0.00044646542,0.0000912544],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026743053,0.00037995595,0.00040235414,0.0019365451,0.00050219183,0.0008529133,0.0016795776,0.000026684433,0.00005333875],"category_scores_gemma":[0.00020609333,0.0003574275,0.000029025776,0.007156026,0.00006658552,0.001578917,0.0015541821,0.0001078731,0.000031696025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006628575,0.0119173145,0.8474118,0.0009913562,0.0005518933,0.00050954416,0.073750496,0.007904585,0.027688399,0.0020114584,0.012835244,0.013765014],"study_design_scores_gemma":[0.0020552918,0.0005752535,0.77415586,0.00021227406,0.00034530222,0.000001392847,0.21632761,0.0008756776,0.000987636,0.00006514823,0.003364022,0.0010345633],"about_ca_topic_score_codex":0.0009519569,"about_ca_topic_score_gemma":0.0010705554,"teacher_disagreement_score":0.14257711,"about_ca_system_score_codex":0.00016513097,"about_ca_system_score_gemma":0.000020735,"threshold_uncertainty_score":0.99988776},"labels":[],"label_agreement":null},{"id":"W2142152227","doi":"10.1023/a:1009610430261","title":"Ontologies to Support Process Integration in Enterprise Engineering","year":2000,"lang":"en","type":"article","venue":"Computational and Mathematical Organization Theory","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":110,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Enterprise integration; Enterprise systems engineering; Computer science; Enterprise software; Enterprise information system; IBM; Enterprise modelling; Enterprise life cycle; Integrated enterprise modeling; Enterprise planning system; Knowledge management; Terminology; Enterprise architecture; Process management; Software engineering; Business","score_opus":0.006437892931202035,"score_gpt":0.22281151634308904,"score_spread":0.216373623411887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142152227","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42385995,0.000009919021,0.5701385,0.00091025245,0.00007673211,0.00032412453,0.0000024434385,0.00020376516,0.0044743065],"genre_scores_gemma":[0.9968107,0.0000014055963,0.0018430672,0.0009587727,0.00009308654,0.000019466912,0.000047318972,0.000016911828,0.00020928813],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99931955,0.000008640587,0.00025463296,0.0001651308,0.00014763886,0.000104430575],"domain_scores_gemma":[0.9995824,0.00012060253,0.00004237374,0.00006128783,0.00017802251,0.000015290041],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017985511,0.00010585523,0.00012280134,0.00018728375,0.000055406785,0.000167073,0.00008984061,0.000033969733,0.0024379715],"category_scores_gemma":[0.0005563066,0.00009694441,0.000011053164,0.0006590677,0.000022072096,0.0005086178,0.000037150854,0.000051408257,0.00043903457],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006506982,0.0002161612,0.0041447747,0.00024177144,0.000012278269,0.0000068301556,0.0014844654,0.08736336,0.00011018549,0.8679235,0.00067380763,0.0377578],"study_design_scores_gemma":[0.000937525,0.000041937292,0.01871551,0.00029979402,0.000034811765,0.000018342815,0.000920687,0.119808316,0.00023577076,0.8565253,0.0019088918,0.0005531221],"about_ca_topic_score_codex":0.0000012815801,"about_ca_topic_score_gemma":0.0000022240258,"teacher_disagreement_score":0.5729507,"about_ca_system_score_codex":0.000021878373,"about_ca_system_score_gemma":0.000016221813,"threshold_uncertainty_score":0.99847394},"labels":[],"label_agreement":null},{"id":"W2147539260","doi":"10.1109/cscwd.2009.4968119","title":"Methodology towards the implementation of performance management for virtual enterprise","year":2009,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Customer satisfaction; Agile software development; Knowledge management; Process management; Computer science; Agile manufacturing; Product (mathematics); Production (economics); Business; Marketing; Software engineering","score_opus":0.04306078409221714,"score_gpt":0.32286904767257085,"score_spread":0.2798082635803537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147539260","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3196722,0.000048609145,0.58899564,0.008883863,0.0013999173,0.002287288,0.000011116674,0.00020399787,0.07849735],"genre_scores_gemma":[0.99213076,0.000017209282,0.0039860927,0.002781598,0.000280188,0.000076600554,0.000020968248,0.000007990263,0.0006985846],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992018,0.000013913452,0.00030150055,0.00015710192,0.0001660238,0.00015969697],"domain_scores_gemma":[0.9993974,0.000052696003,0.00018426083,0.00019560459,0.00016560234,0.000004428929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005271361,0.00010262056,0.00012778211,0.00014702887,0.000111877554,0.00007626031,0.00023882568,0.000022435692,0.00063814863],"category_scores_gemma":[0.000026932119,0.00007276245,0.000059834736,0.00030833,0.000027770166,0.0004792256,0.000075723336,0.00003254102,0.0000219487],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018145777,0.00007408448,0.0039607864,0.00010466634,0.000060837167,5.2927055e-7,0.0002285992,0.00030443788,0.00040894115,0.28478125,0.014947528,0.6949469],"study_design_scores_gemma":[0.004925414,0.0004536791,0.18962623,0.00007176875,0.0004097094,0.000002431707,0.015847268,0.011157667,0.007532493,0.014229953,0.7550541,0.0006892934],"about_ca_topic_score_codex":0.00004535496,"about_ca_topic_score_gemma":0.000042361036,"teacher_disagreement_score":0.7401066,"about_ca_system_score_codex":0.000019577983,"about_ca_system_score_gemma":0.000011384001,"threshold_uncertainty_score":0.69872797},"labels":[],"label_agreement":null},{"id":"W2149737127","doi":"10.1109/hicss.2002.993883","title":"Discussion of metrics for distributed project management: preliminary findings","year":2002,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Project management 2.0; Process management; Project management; Knowledge management; Focus (optics); Control (management); Distributed development; Project management triangle; Earned value management; Engineering management; Project charter; Engineering; Systems engineering; Software development","score_opus":0.027655204524602784,"score_gpt":0.24934679783497887,"score_spread":0.22169159331037608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149737127","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06650627,0.0005504302,0.5745585,0.010535308,0.0029548525,0.010130593,0.00032279696,0.0014724479,0.3329688],"genre_scores_gemma":[0.98839164,0.000017336748,0.0018719193,0.00023416828,0.00019041898,0.00013794222,0.000134877,0.00002148571,0.009000201],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999126,0.0000036653717,0.00027757508,0.00020562434,0.00021539132,0.00017175106],"domain_scores_gemma":[0.99944997,0.00004696285,0.00014206841,0.00019095368,0.00016461489,0.0000054459842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013175816,0.00011892966,0.00014194356,0.00046075476,0.000107645494,0.000120235345,0.0001959991,0.00003809929,0.0004573799],"category_scores_gemma":[0.00015598402,0.00008047818,0.00007129622,0.0015601641,0.00002448208,0.00066874735,0.0001685959,0.000034169843,0.00005110004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021772968,0.00059017306,0.018675776,0.0015358703,0.00010090892,0.000006031382,0.00010468925,0.00018518769,0.00014738155,0.05060648,0.9007411,0.027088692],"study_design_scores_gemma":[0.0021252013,0.00008730772,0.0056232917,0.0001557695,0.00022594753,7.5073564e-7,0.0011610654,0.07639515,0.00048271485,0.0017530022,0.91154104,0.00044875316],"about_ca_topic_score_codex":0.000017438755,"about_ca_topic_score_gemma":0.0000043380414,"teacher_disagreement_score":0.9218854,"about_ca_system_score_codex":0.00002383119,"about_ca_system_score_gemma":0.000002626441,"threshold_uncertainty_score":0.50079894},"labels":[],"label_agreement":null},{"id":"W2150899350","doi":"10.1109/fuzz.2002.1004986","title":"A fuzzy evolutionary approach for collaborative clustering in multi-agent systems with application to emergent virtual organizations","year":2003,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Cluster analysis; Computer science; Virtual organization; Entropy (arrow of time); Fuzzy logic; Fuzzy clustering; Multi-agent system; Artificial intelligence; Mathematics","score_opus":0.01666503736246951,"score_gpt":0.23903074916540207,"score_spread":0.22236571180293255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150899350","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039457297,0.000042162523,0.98385,0.00020173828,0.00024311096,0.0028443274,0.0000146389575,0.00012689465,0.008731398],"genre_scores_gemma":[0.96849954,0.0000025721708,0.027880087,0.0003468683,0.00016074197,0.001991922,0.0001485333,0.000040071838,0.00092967314],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988567,0.000019354795,0.00033545223,0.00037027555,0.00020430078,0.00021387938],"domain_scores_gemma":[0.9987024,0.0000269483,0.00013610638,0.00021102247,0.0009017451,0.000021773198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019129414,0.00017061734,0.00016846214,0.00032879095,0.0001981106,0.00018500564,0.00012955992,0.00004722312,0.000034364075],"category_scores_gemma":[0.0001793028,0.000155743,0.000016243413,0.0028495137,0.000017842645,0.00052898104,0.000059892398,0.000046603545,0.00005941631],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009586786,0.0004618395,0.024577925,0.00014897142,0.000038109734,7.93574e-7,0.00038101306,0.8676629,0.0005571759,0.09847217,0.0074655483,0.00013768554],"study_design_scores_gemma":[0.0035945175,0.00009434956,0.005892242,0.00009044119,0.00007577639,0.0000036251192,0.022387132,0.842819,0.00010253765,0.00012050641,0.12387614,0.000943741],"about_ca_topic_score_codex":0.00016144328,"about_ca_topic_score_gemma":0.00051778776,"teacher_disagreement_score":0.9645538,"about_ca_system_score_codex":0.00016945456,"about_ca_system_score_gemma":0.00008729559,"threshold_uncertainty_score":0.6351015},"labels":[],"label_agreement":null},{"id":"W2151935117","doi":"10.1109/dexa.2002.1045964","title":"The holonic enterprise: modeling holarchies as MAS to enable global collaboration","year":2004,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; The Internet; Enterprise integration; Cluster analysis; Fuzzy logic; Collaborative software; Knowledge management; Enterprise software; World Wide Web; Artificial intelligence","score_opus":0.009463234397765724,"score_gpt":0.254953714518865,"score_spread":0.24549048012109928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151935117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7405085,0.00032727985,0.089603364,0.036127765,0.0018994685,0.0011688739,0.000009772479,0.000626014,0.12972899],"genre_scores_gemma":[0.9936356,0.000023664117,0.00059954013,0.004048765,0.0006431515,0.00007920729,0.000013999849,0.000018632836,0.0009374607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986977,0.000010428027,0.00029834802,0.0002926293,0.00037453917,0.00032637993],"domain_scores_gemma":[0.99909264,0.000024722392,0.00009032394,0.0003391204,0.0004306846,0.000022499331],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027795153,0.00017174757,0.00012206745,0.00010439373,0.00064405444,0.0018123536,0.00036483974,0.000045767043,0.00011215669],"category_scores_gemma":[0.00031759564,0.00013139615,0.00004650862,0.0014046889,0.000034911067,0.0013274382,0.00026551133,0.000081895414,0.0015788317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033231368,0.00015092839,0.0052597946,0.00005276611,0.00006392215,0.000018183753,0.0003594813,0.44742724,0.0008451093,0.52091277,0.020206418,0.004371095],"study_design_scores_gemma":[0.0028990745,0.00010838321,0.0008805524,0.00019547806,0.00010475984,0.000010970893,0.008982259,0.058833014,0.0010442625,0.2244593,0.70128655,0.0011953767],"about_ca_topic_score_codex":0.000907933,"about_ca_topic_score_gemma":0.0025430173,"teacher_disagreement_score":0.68108016,"about_ca_system_score_codex":0.00018631337,"about_ca_system_score_gemma":0.00013053243,"threshold_uncertainty_score":0.9992239},"labels":[],"label_agreement":null},{"id":"W2164969133","doi":"10.5267/j.msl.2010.03.008","title":"Social network analysis aided product development project management: IC Substrates case study","year":2011,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Council","keywords":"New product development; Social network analysis; Process management; Product (mathematics); Business; Engineering management; Engineering; Manufacturing engineering; Computer science; Systems engineering; World Wide Web; Marketing; Social media","score_opus":0.03821136488608671,"score_gpt":0.267257244193805,"score_spread":0.22904587930771828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164969133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9606942,0.000015004537,0.003022307,0.00055421185,0.00065126776,0.0025917096,6.4565603e-7,0.0004047859,0.032065857],"genre_scores_gemma":[0.99361837,0.0000015235717,0.00280194,0.002195447,0.00046754722,0.00039951174,0.000011889993,0.000029154757,0.00047462565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99617815,0.000035323115,0.0006250506,0.0011849052,0.00109242,0.0008841336],"domain_scores_gemma":[0.99884456,0.000011585151,0.00038460264,0.0006330088,0.00010003256,0.000026217898],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016781446,0.00038727155,0.00033208422,0.0021332372,0.0016686934,0.0011438247,0.0010743149,0.000022897035,0.00017290398],"category_scores_gemma":[0.000014166718,0.0003743659,0.00011329737,0.0121589545,0.00031538622,0.0018385883,0.00094587303,0.00012882185,0.0002009954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013163626,0.0014710184,0.91185725,0.00048475421,0.002919695,0.008771882,0.0079367375,0.0027195807,0.00008057118,0.011665759,0.03540663,0.016554473],"study_design_scores_gemma":[0.0032392854,0.000057629273,0.878263,0.00009542978,0.005298375,0.000037957914,0.05459281,0.0025748012,0.00021046743,0.0006023312,0.052037414,0.0029904977],"about_ca_topic_score_codex":0.0005103044,"about_ca_topic_score_gemma":0.00057787454,"teacher_disagreement_score":0.046656072,"about_ca_system_score_codex":0.00016906999,"about_ca_system_score_gemma":0.000016941747,"threshold_uncertainty_score":0.99989307},"labels":[],"label_agreement":null},{"id":"W2210758510","doi":"","title":"Designing an Online Collaboration System","year":2005,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science","score_opus":0.03318986394433756,"score_gpt":0.2652233078881203,"score_spread":0.23203344394378275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2210758510","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12188101,0.00030662538,0.0010584216,0.86049604,0.0038998348,0.0006856758,0.00003395729,0.0008683268,0.010770082],"genre_scores_gemma":[0.9922505,0.000017787403,0.0023201387,0.00094501406,0.0036430943,0.00016145929,0.00024474078,0.000020410329,0.0003968509],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99879277,0.000015928497,0.00031080103,0.00038217483,0.00026352718,0.00023482203],"domain_scores_gemma":[0.99868494,0.00015453911,0.00021093167,0.0002615956,0.000652779,0.00003524011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001503554,0.0001924854,0.00020208611,0.0011432457,0.0002069873,0.00022897826,0.00025860858,0.00011785295,0.000456355],"category_scores_gemma":[0.0003889456,0.00019237532,0.000014620478,0.0015455438,0.00016033991,0.00085330714,0.00006649364,0.00022038107,0.0002263586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020389349,0.00022189258,0.010069961,0.000039016242,0.000011614169,0.00000206274,0.00014848396,0.00001920565,0.0011927995,0.9769571,0.0048519936,0.006465484],"study_design_scores_gemma":[0.0033782988,0.0001878644,0.029515322,0.0010050953,0.00022151113,0.000037320617,0.007813876,0.023925714,0.004846123,0.8689657,0.057978574,0.0021245978],"about_ca_topic_score_codex":0.000019029376,"about_ca_topic_score_gemma":0.0018883343,"teacher_disagreement_score":0.8703695,"about_ca_system_score_codex":0.000096910684,"about_ca_system_score_gemma":0.00025520675,"threshold_uncertainty_score":0.7844838},"labels":[],"label_agreement":null},{"id":"W2217327994","doi":"10.6084/m9.figshare.1577641.v3","title":"Open Collaboration Systems Research Workshop 2015 Report","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.28596089355474325,"score_gpt":0.4262221490475565,"score_spread":0.14026125549281326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2217327994","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014522814,0.0015364229,0.000074477015,0.012327296,0.0039941994,0.006033852,0.021204298,0.00086267345,0.95251447],"genre_scores_gemma":[0.7550783,0.0000015751503,0.00016206346,0.0011800196,0.0077380384,0.0030891744,0.1818541,0.00012002918,0.05077666],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824584,0.000045461446,0.00033435688,0.00035867398,0.000746132,0.00026951692],"domain_scores_gemma":[0.99511796,0.00010672068,0.00025687634,0.00054155255,0.003939894,0.000036987283],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009187274,0.00012437878,0.00016456883,0.00027120387,0.00021540126,0.0043684626,0.0007812904,0.00009190375,0.031422123],"category_scores_gemma":[0.009448284,0.00012220311,0.000019664749,0.0016893089,0.000009469233,0.002977167,0.0011364465,0.0001671775,0.013878075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023340703,0.000027024538,0.00030673557,0.00007509294,0.00000676797,0.00008900056,0.00006453374,0.00043352635,0.000003744065,0.0005758201,0.9982478,0.00014660745],"study_design_scores_gemma":[0.00031575412,0.000005594166,0.000110434645,0.00059055194,0.000004070468,0.000007116403,0.0016489378,0.002145506,0.00000836608,0.00038626598,0.99462396,0.00015346547],"about_ca_topic_score_codex":0.00027432345,"about_ca_topic_score_gemma":0.0003159197,"teacher_disagreement_score":0.9017378,"about_ca_system_score_codex":0.0001529041,"about_ca_system_score_gemma":0.00036192252,"threshold_uncertainty_score":0.9988955},"labels":[],"label_agreement":null},{"id":"W2254567446","doi":"","title":"Utilization and Impacts of Collaborative Information Technologies: Global Comparisons","year":2013,"lang":"en","type":"article","venue":"eSpace (Curtin University)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Army Research Office; Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada; Multidisciplinary University Research Initiative; Fundação de Amparo à Ciência e Tecnologia do Estado de Pernambuco; Concordia University; National Natural Science Foundation of China; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Svenska Forskningsrådet Formas; Vetenskapsrådet; National Science Foundation","keywords":"Computer science; Data science","score_opus":0.00959161090379505,"score_gpt":0.20331686510623836,"score_spread":0.19372525420244333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254567446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89674157,0.0001367821,0.026589507,0.005372772,0.0002969649,0.0011423085,0.000043626336,0.0006851465,0.06899132],"genre_scores_gemma":[0.99933547,0.000042917687,0.000403049,0.000077818324,0.000018081964,0.0000013760261,0.000019242772,0.0000031924033,0.000098869066],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99951243,0.000009342641,0.0001326654,0.00010031565,0.00012467451,0.00012055282],"domain_scores_gemma":[0.9989956,0.000024572519,0.00029882326,0.00012504096,0.0005460386,0.000009908714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000049809416,0.00009715444,0.0001236099,0.0003032109,0.00010825387,0.000155722,0.00013601624,0.00006434875,0.000075539916],"category_scores_gemma":[0.00022767285,0.000103716775,0.000017212775,0.001919295,0.0001028116,0.003229534,0.00017677549,0.000048112095,0.0000807655],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016034381,0.00011134583,0.581805,0.00024839203,0.000075101794,0.0000030968079,0.0006591207,0.00043832426,0.0003280106,0.33808336,0.06702759,0.011060365],"study_design_scores_gemma":[0.0020408675,0.000062473046,0.13463663,0.00017204406,0.000104496154,0.000001094705,0.07126405,0.012292234,0.00082838,0.0010061823,0.7770854,0.0005061037],"about_ca_topic_score_codex":0.00029181055,"about_ca_topic_score_gemma":0.00034962108,"teacher_disagreement_score":0.71005785,"about_ca_system_score_codex":0.00006383807,"about_ca_system_score_gemma":0.000041155734,"threshold_uncertainty_score":0.42294472},"labels":[],"label_agreement":null},{"id":"W2256111565","doi":"","title":"Наука об услугах: вопросы преподавания новой дисциплины","year":2008,"lang":"ru","type":"article","venue":"Инновации","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"IBM; Service (business); Management; Work (physics); Quarter (Canadian coin); Engineering management; Engineering; Political science; Library science; Operations research; Business; Computer science; History; Marketing; Economics; Mechanical engineering","score_opus":0.021026070168632876,"score_gpt":0.21828357693955366,"score_spread":0.1972575067709208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256111565","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3309545,0.006778614,0.0026747803,0.0123887,0.015150554,0.002310735,0.00013356497,0.0016865283,0.62792206],"genre_scores_gemma":[0.94660115,0.0006348312,0.00024773952,0.0049922173,0.006383547,0.00008513529,0.00014082648,0.00017689369,0.040737633],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954803,0.00007028629,0.0011268916,0.0011018786,0.0011099264,0.0011107075],"domain_scores_gemma":[0.99694985,0.00018905228,0.0007464812,0.0011918301,0.00081879244,0.00010402157],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00050225074,0.00080457446,0.0007624597,0.00071903196,0.0011587889,0.0008855039,0.0010121164,0.00038545625,0.012118327],"category_scores_gemma":[0.0005958733,0.0008564667,0.00035255917,0.0023546494,0.00038417592,0.0026374625,0.00072299904,0.00062089635,0.020061936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025424,0.0008280391,0.115959674,0.0006694691,0.0003012649,0.00056053494,0.0008238807,0.0006198661,0.0007925958,0.01383379,0.8567068,0.008649824],"study_design_scores_gemma":[0.0017628779,0.000043961896,0.024761282,0.0002890623,0.00018890217,0.00003336628,0.00047387555,0.0017959671,0.00033216176,0.00078738964,0.96839285,0.0011382927],"about_ca_topic_score_codex":0.0005077485,"about_ca_topic_score_gemma":0.00023331786,"teacher_disagreement_score":0.61564666,"about_ca_system_score_codex":0.00019117528,"about_ca_system_score_gemma":0.00025949627,"threshold_uncertainty_score":0.99938864},"labels":[],"label_agreement":null},{"id":"W2264573896","doi":"10.1016/j.is.2013.01.004","title":"Forward to the special issue on vocabularies, ontologies and rules for the enterprise","year":2013,"lang":"en","type":"article","venue":"Information Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Information retrieval; Data science; Knowledge management","score_opus":0.011383458715812289,"score_gpt":0.2225070611590267,"score_spread":0.2111236024432144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264573896","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11731465,0.0010735906,0.23401707,0.17220607,0.04465761,0.037096977,0.0003278142,0.0014502181,0.39185598],"genre_scores_gemma":[0.9788945,0.000012222096,0.00007525564,0.0074357083,0.0109335305,0.0014447827,0.000052529133,0.0000122494785,0.0011392728],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992353,0.000008317223,0.00032337886,0.00007655686,0.00021479194,0.00014166924],"domain_scores_gemma":[0.9990674,0.00018786543,0.00020128112,0.00022394345,0.00031059617,0.000008876167],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028653725,0.00010888374,0.00010963708,0.00011271415,0.00036174376,0.0020737313,0.00023809595,0.000036679885,0.000096760305],"category_scores_gemma":[0.0003410771,0.000059368012,0.000029520088,0.00016459437,0.00003184955,0.0020114651,0.00009396279,0.000048791455,0.0019484002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055020588,0.000007473019,0.0012425127,0.00011798208,0.000027347183,9.586912e-8,0.0013587705,0.0017329525,0.0000014167211,0.026764167,0.9272236,0.04146862],"study_design_scores_gemma":[0.0001999442,0.0000118229555,0.0024573687,0.000031789386,0.000010900187,8.632179e-7,0.0048782956,0.008745646,0.0000035111198,0.00013939898,0.9834398,0.000080642945],"about_ca_topic_score_codex":0.00054549635,"about_ca_topic_score_gemma":0.00010285194,"teacher_disagreement_score":0.8615798,"about_ca_system_score_codex":0.000025950254,"about_ca_system_score_gemma":0.000011537738,"threshold_uncertainty_score":0.9989622},"labels":[],"label_agreement":null},{"id":"W2270717005","doi":"","title":"L'amélioration des processus logiciels pour de petites entreprises : nos expériences avec les micro-évaluations","year":2006,"lang":"fr","type":"article","venue":"Repository of the University of Namur","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.010931948911211251,"score_gpt":0.20039316498708878,"score_spread":0.18946121607587754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2270717005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97554004,0.002795792,0.0040346477,0.0017671124,0.0004566524,0.00029909663,0.000011768085,0.00004088832,0.015053977],"genre_scores_gemma":[0.9718262,0.0000651489,0.0013644111,0.00002185022,0.00028899993,6.666805e-7,0.000005872996,0.000008477693,0.026418395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989007,0.00009341592,0.0002862354,0.00022748201,0.00030897415,0.00018319582],"domain_scores_gemma":[0.9979397,0.00013270786,0.0007207588,0.00024770465,0.0009458821,0.000013236855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023647206,0.00015028067,0.00019521856,0.00016536254,0.0008174194,0.000104080835,0.0004665509,0.00009960425,0.00024120194],"category_scores_gemma":[0.00019323124,0.00015327166,0.00015197867,0.0006081233,0.00070359965,0.00082282943,0.0002048651,0.00009120193,0.00001842619],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013072834,0.0008444425,0.86126447,0.0015016928,0.00011760425,0.0000284826,0.0043222974,0.032596614,0.075398356,0.0034999158,0.017711598,0.002583782],"study_design_scores_gemma":[0.0017585701,0.00007827332,0.7559709,0.002795654,0.00141576,0.00003891444,0.028244466,0.013469835,0.07308658,0.0065245517,0.115821,0.00079552917],"about_ca_topic_score_codex":0.003346895,"about_ca_topic_score_gemma":0.0005499214,"teacher_disagreement_score":0.10529362,"about_ca_system_score_codex":0.00013609522,"about_ca_system_score_gemma":0.00023958407,"threshold_uncertainty_score":0.6287012},"labels":[],"label_agreement":null},{"id":"W2277483267","doi":"","title":"E-collaboration in a pharmaceutical value chain","year":2008,"lang":"en","type":"dissertation","venue":"DR-NTU (Nanyang Technological University)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Pharmaceutical sciences; Business; Computer science; Medicine; Pharmacology","score_opus":0.014787196219745571,"score_gpt":0.24741723832410856,"score_spread":0.232630042104363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2277483267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67713004,0.00051470485,0.0009936971,0.005076481,0.0025824101,0.0023987414,0.00003634873,0.0032943052,0.30797324],"genre_scores_gemma":[0.97939813,0.00044740038,0.000283337,0.00048644093,0.0004041142,0.000024024439,0.0008123372,0.000065852284,0.018078377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980115,0.00003901085,0.00037265974,0.0007136214,0.00042795629,0.00043523108],"domain_scores_gemma":[0.9988777,0.00006826197,0.00035042205,0.0003724692,0.00030622742,0.000024891644],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018730479,0.00041369392,0.0004591995,0.0022308696,0.00027256616,0.00019100413,0.0007688845,0.00089303486,0.00031807637],"category_scores_gemma":[0.0004512484,0.00044648975,0.00012979328,0.0049853297,0.00016793543,0.00094463845,0.00022917094,0.000777618,0.00036726194],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012731259,0.0013045155,0.012081787,0.0006540154,0.00015512547,0.0030078653,0.0003113353,0.00066284416,0.0032531957,0.92280436,0.03275775,0.021734094],"study_design_scores_gemma":[0.0015632131,0.000030940893,0.0022927674,0.000279694,0.00011703096,0.0000037897858,0.0038217797,0.0025954787,0.00057227316,0.0033145784,0.9844996,0.0009088682],"about_ca_topic_score_codex":0.00012156553,"about_ca_topic_score_gemma":0.0007811073,"teacher_disagreement_score":0.9517418,"about_ca_system_score_codex":0.00037384612,"about_ca_system_score_gemma":0.00012217995,"threshold_uncertainty_score":0.9997987},"labels":[],"label_agreement":null},{"id":"W2287218807","doi":"10.5539/ibr.v9n3p97","title":"Organizational Agility: The Key to Improve Organizational Performance","year":2016,"lang":"en","type":"article","venue":"International Business Research","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business administration; Originality; Business; Psychology; Marketing; Management; Operations management; Economics; Social psychology","score_opus":0.02687572800768865,"score_gpt":0.29820967451244057,"score_spread":0.2713339465047519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287218807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64593124,0.00003430346,0.01810688,0.2378284,0.0053535975,0.0012997433,0.00009994463,0.00034126826,0.091004625],"genre_scores_gemma":[0.9865063,0.000019449933,0.0001349328,0.0019874033,0.003625062,0.00010650387,0.0000676572,0.000043327465,0.0075094015],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99717677,0.000030656494,0.00033778235,0.00042777628,0.0016765244,0.00035049973],"domain_scores_gemma":[0.99045783,0.00032819906,0.00010120874,0.00036779628,0.00871793,0.000027062286],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008909012,0.0001587512,0.00011148283,0.00059705187,0.00048795677,0.00070559623,0.0011221105,0.000058079266,0.0057061557],"category_scores_gemma":[0.004304818,0.00009823188,0.000027019714,0.0032329853,0.0001856155,0.0013078115,0.000864872,0.00015114984,0.005111849],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003911377,0.00036354832,0.6974267,0.000104731625,0.00013606083,0.00001448845,0.0001881621,0.00066566566,0.030952316,0.15874623,0.0976508,0.013360192],"study_design_scores_gemma":[0.00085807743,0.000013112141,0.40488607,0.00013156944,0.000008974221,0.000006794149,0.000096367476,0.0009933192,0.0015953111,0.009640617,0.5814332,0.0003365822],"about_ca_topic_score_codex":0.00009956979,"about_ca_topic_score_gemma":0.00006781114,"teacher_disagreement_score":0.48378238,"about_ca_system_score_codex":0.00024301931,"about_ca_system_score_gemma":0.00023118943,"threshold_uncertainty_score":0.9956628},"labels":[],"label_agreement":null},{"id":"W2290098575","doi":"10.1007/978-3-319-07179-4","title":"Group Decision and Negotiation. A Process-Oriented View Joint INFORMS-GDN and EWG-DSS International Conference, GDN 2014, Toulouse, France, June 10-13, 2014. Proceedings","year":2014,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Negotiation; Joint (building); Group (periodic table); Process (computing); Political science; Process management; Computer science; Engineering; Chemistry; Operating system; Civil engineering","score_opus":0.009509312322783266,"score_gpt":0.2229460701738929,"score_spread":0.21343675785110963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290098575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5409633,0.0025550437,0.27940392,0.025484687,0.003448141,0.0038097354,0.00015748381,0.0012508485,0.14292683],"genre_scores_gemma":[0.9781232,0.0021814087,0.009079861,0.0008286319,0.00035611668,0.00036074096,0.0011283795,0.00009704597,0.007844624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99667186,0.00016691026,0.0009768623,0.001021436,0.00079438696,0.0003685407],"domain_scores_gemma":[0.9910937,0.00033700824,0.0013855003,0.0008015832,0.0062921178,0.00009009991],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0029206837,0.00052611134,0.000572468,0.0006587972,0.00048272422,0.0023690772,0.0009046359,0.000320828,0.0007830049],"category_scores_gemma":[0.0021457674,0.0005259928,0.00011531228,0.0005867879,0.00028530153,0.0015230415,0.002035751,0.00053564063,0.00014197754],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036794672,0.00175123,0.13048624,0.005596618,0.00054235733,0.00000870975,0.01029726,0.0003251539,0.0013348832,0.46970242,0.2408005,0.1387867],"study_design_scores_gemma":[0.0036548967,0.0000024938458,0.037387826,0.00839286,0.00023069656,0.000018119488,0.0008094998,0.1263426,0.00081660884,0.029158035,0.7913164,0.0018699963],"about_ca_topic_score_codex":0.0005260929,"about_ca_topic_score_gemma":0.0012364454,"teacher_disagreement_score":0.5505159,"about_ca_system_score_codex":0.00008087866,"about_ca_system_score_gemma":0.00013772368,"threshold_uncertainty_score":0.99971914},"labels":[],"label_agreement":null},{"id":"W2294838837","doi":"","title":"A-L-T, Inc. Course Offerings...Training the Virtual Workplace.","year":2011,"lang":"en","type":"article","venue":"Global Learn","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Advantage Forensics (Canada)","funders":"","keywords":"Course (navigation); Training (meteorology); Computer science; Online course; Psychology; Business; Medical education; Mathematics education; Engineering; Physics; Medicine","score_opus":0.030707430342960904,"score_gpt":0.23552879941939228,"score_spread":0.2048213690764314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294838837","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3346114,0.00014410602,0.0016710022,0.001424186,0.0022910147,0.0002681256,0.000011137919,0.00043953233,0.6591395],"genre_scores_gemma":[0.99400824,0.0000036054496,0.00009877671,0.002239083,0.0009606497,0.000016592534,0.000010874959,0.000014872721,0.0026472884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912673,0.000013803341,0.0001708502,0.00020113896,0.0002309395,0.00025653397],"domain_scores_gemma":[0.99946606,0.000017422823,0.00012205696,0.0002528731,0.0001282668,0.000013331242],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024399739,0.0001381262,0.00010972722,0.000031023454,0.00023043338,0.00024120249,0.00034721522,0.00005010183,0.0011260959],"category_scores_gemma":[0.0001301309,0.00010734796,0.00004230633,0.00046117505,0.000073910145,0.00039897903,0.00023536598,0.00012040179,0.0015014926],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041837752,0.00027237128,0.29379168,0.00004773899,0.00017767726,0.00006112874,0.0016626497,0.0007605167,0.000087007,0.34110036,0.21685983,0.14476065],"study_design_scores_gemma":[0.00051423244,0.00002530932,0.09669739,0.000044209064,0.000063222375,0.0000064557767,0.0043403227,0.001082451,0.000007106218,0.0016895331,0.89520943,0.00032036126],"about_ca_topic_score_codex":0.00034143665,"about_ca_topic_score_gemma":0.0002239283,"teacher_disagreement_score":0.67834955,"about_ca_system_score_codex":0.000028538203,"about_ca_system_score_gemma":0.00003772628,"threshold_uncertainty_score":0.99978703},"labels":[],"label_agreement":null},{"id":"W2300961316","doi":"10.5539/ibr.v9n2p153","title":"The Role of Organizational Agility in Reinforcing Job Engagement: A Study on Industrial Companies in Egypt","year":2016,"lang":"en","type":"article","venue":"International Business Research","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Business administration; Marketing; Psychology; Operations management; Engineering","score_opus":0.07710938429564729,"score_gpt":0.34513541568062633,"score_spread":0.26802603138497905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300961316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819218,0.000017220731,0.000067785164,0.0034283537,0.0004813603,0.000589858,0.0000075457783,0.000021564012,0.013464503],"genre_scores_gemma":[0.9990266,0.000010650012,0.0000051958023,0.000035896217,0.00054267654,0.000084115665,0.000010379509,0.000014722535,0.00026977563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976239,0.00012271032,0.000513381,0.00026152434,0.001233401,0.00024503548],"domain_scores_gemma":[0.9968787,0.00092604157,0.00014552573,0.00024386765,0.0017974647,0.000008405752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002378667,0.00011125983,0.00014226617,0.00096687494,0.00017091834,0.00028290713,0.0006814493,0.000047299785,0.00034081933],"category_scores_gemma":[0.0052909115,0.00007430763,0.000019945359,0.0022940144,0.00013612301,0.0007226228,0.00050698826,0.00025751826,0.00009899835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003654112,0.00027648517,0.9739009,0.000007648218,0.000019834346,0.0000062706376,0.0001463829,0.0006117321,0.0005729681,0.01988081,0.00036027527,0.003851282],"study_design_scores_gemma":[0.0020467036,0.000021843756,0.9695066,0.00019977623,0.0000022884126,2.7784526e-7,0.002099291,0.0006345799,0.00020534737,0.005164174,0.020008063,0.00011104581],"about_ca_topic_score_codex":0.0012410757,"about_ca_topic_score_gemma":0.001953515,"teacher_disagreement_score":0.019647788,"about_ca_system_score_codex":0.00024194643,"about_ca_system_score_gemma":0.0001342275,"threshold_uncertainty_score":0.63340974},"labels":[],"label_agreement":null},{"id":"W2301110534","doi":"","title":"The Creation of a Nexus between Telelearning and Teleteaching","year":2001,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Nexus (standard); Political science; Computer science","score_opus":0.014609369236688019,"score_gpt":0.28346746956284313,"score_spread":0.2688581003261551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301110534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6792896,0.00026071855,0.2093039,0.040147066,0.0018039842,0.0015216747,0.000022938788,0.0005995701,0.067050554],"genre_scores_gemma":[0.9968797,0.000058249807,0.0013915147,0.00037625822,0.000372542,0.00019971812,0.00016616368,0.000008349521,0.0005475091],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908394,0.000006222527,0.0004396523,0.00012366209,0.00020831965,0.00013822828],"domain_scores_gemma":[0.9981039,0.000092642025,0.0005771793,0.00015635016,0.001061017,0.000008865454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043380345,0.00011480098,0.000112662456,0.00025216138,0.00039512533,0.00035640565,0.00033789699,0.00012201409,0.000060683655],"category_scores_gemma":[0.00063158636,0.000102130616,0.00007767814,0.00043161624,0.00017579428,0.0019740395,0.00010531152,0.00019150716,0.00001870516],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029668088,0.000052181687,0.16874352,0.000057292757,0.00009904707,1.7559117e-8,0.0013170029,0.000044346576,0.0001479085,0.41706276,0.007116321,0.40532994],"study_design_scores_gemma":[0.0006639851,0.000025385618,0.022094142,0.00008495629,0.00006692832,0.000004338317,0.027262041,0.0133368075,0.00012981475,0.041772723,0.89430606,0.00025282268],"about_ca_topic_score_codex":0.00006352152,"about_ca_topic_score_gemma":0.000011411897,"teacher_disagreement_score":0.88718975,"about_ca_system_score_codex":0.00007346429,"about_ca_system_score_gemma":0.00012386004,"threshold_uncertainty_score":0.41647655},"labels":[],"label_agreement":null},{"id":"W2358165450","doi":"","title":"Optimization of Supply Chain Coordination Management Based on Internet of Things","year":2011,"lang":"en","type":"article","venue":"International Business Research","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Supply chain; Supply chain management; Internet of Things; Business; Function (biology); Service management; Field (mathematics); Computer science; Computer security; Marketing; World Wide Web","score_opus":0.044280344011524926,"score_gpt":0.3021596689862074,"score_spread":0.25787932497468247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2358165450","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.066675775,0.000027680093,0.3516678,0.0041619116,0.0021184136,0.0014188015,0.00002362252,0.0001542776,0.57375175],"genre_scores_gemma":[0.995274,0.000008721424,0.0030943516,0.0002160404,0.00015776025,0.00004703988,0.00012299028,0.000023366538,0.0010556942],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979686,0.000033764773,0.00042314045,0.0002620174,0.0011379493,0.00017448782],"domain_scores_gemma":[0.9960391,0.00010251999,0.0002820123,0.00024641145,0.0033198744,0.000010117007],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008562489,0.00012104942,0.00014995915,0.001671886,0.00005045666,0.00009804091,0.0006091552,0.000054860084,0.002299674],"category_scores_gemma":[0.00046212148,0.00011902833,0.000046483914,0.0015425408,0.00013170434,0.00094272103,0.00026003903,0.000119948665,0.0000671464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00507942,0.0048490916,0.27260676,0.0025833768,0.00049291144,0.0000854082,0.0013352827,0.22545485,0.0023467056,0.41741535,0.03746394,0.030286917],"study_design_scores_gemma":[0.0026106455,0.000087093715,0.14213592,0.001102993,0.000037968464,0.0000011370337,0.0005456807,0.8313355,0.005024099,0.004526444,0.012192418,0.00040010744],"about_ca_topic_score_codex":0.00076843303,"about_ca_topic_score_gemma":0.000012475346,"teacher_disagreement_score":0.9285983,"about_ca_system_score_codex":0.00008845522,"about_ca_system_score_gemma":0.00003593734,"threshold_uncertainty_score":0.99861234},"labels":[],"label_agreement":null},{"id":"W2362103953","doi":"","title":"The Evolution of ICT Innovative Network of Canada","year":2011,"lang":"en","type":"article","venue":"Ke-ji guanli yanjiu","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Embeddedness; Information and Communications Technology; Openness to experience; Business; Computer science; Knowledge management; Sociology; World Wide Web","score_opus":0.012846860077985236,"score_gpt":0.189143533027005,"score_spread":0.17629667294901977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2362103953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5690279,0.00087773736,0.006009971,0.0010886936,0.0040672477,0.0008763082,0.000025751518,0.00010865673,0.41791776],"genre_scores_gemma":[0.9987643,0.0000040108857,0.00013786873,0.00017249807,0.00041892164,0.000012650024,0.0000062101067,0.000012818366,0.00047071735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99902123,0.000013999118,0.00037083804,0.0001270521,0.00026278957,0.00020410038],"domain_scores_gemma":[0.99831665,0.0000768841,0.00045249754,0.00026519306,0.0008823533,0.000006421499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029130362,0.000103929975,0.00014940322,0.00005556219,0.00016537833,0.000026787839,0.00026472603,0.000032744978,0.0001844745],"category_scores_gemma":[0.00027845785,0.000080822116,0.000028784269,0.0013167525,0.000084716834,0.00029113214,0.00013033595,0.00007001868,0.000008192706],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023560661,0.00009721689,0.2775589,0.00014845049,0.00014450777,0.0000041377234,0.00034366886,0.0006809061,0.00033850945,0.48857573,0.2271078,0.004764608],"study_design_scores_gemma":[0.0014640918,0.00007298994,0.61106575,0.00031928212,0.00011781588,0.0000013627197,0.005569569,0.004023678,0.0015164387,0.04357964,0.3315962,0.0006731651],"about_ca_topic_score_codex":0.19855033,"about_ca_topic_score_gemma":0.3303384,"teacher_disagreement_score":0.4449961,"about_ca_system_score_codex":0.000108945394,"about_ca_system_score_gemma":0.00030997864,"threshold_uncertainty_score":0.8067866},"labels":[],"label_agreement":null},{"id":"W2364675016","doi":"","title":"HRM System Evaluation Based on P-CMM","year":2003,"lang":"en","type":"article","venue":"Journal of Sichuan University","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Government (linguistics); Engineering; Business; Order (exchange); Engineering management; Operations management; Accounting; Computer science; Political science; Finance","score_opus":0.01534195860336497,"score_gpt":0.2050792779285141,"score_spread":0.18973731932514915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2364675016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65447134,0.00003342673,0.014257753,0.00074653985,0.001979842,0.00029053297,0.0000029929658,0.00006109041,0.3281565],"genre_scores_gemma":[0.9991945,9.3835706e-7,0.00015494312,0.0002271427,0.00025551312,8.604584e-8,0.0000014992372,0.00000551823,0.00015984118],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991981,0.000043271593,0.00015294044,0.000079622674,0.00043358185,0.00009247568],"domain_scores_gemma":[0.9986394,0.000042612246,0.0004198753,0.000107726744,0.00077738834,0.000013001883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000782071,0.00007192368,0.000114528426,0.00036031628,0.00012576951,0.00007660135,0.0001336733,0.000031863892,0.0002697577],"category_scores_gemma":[0.00017897646,0.00007063742,0.00006970927,0.00045397974,0.0000163672,0.0006974617,0.00001601335,0.00008917034,0.00006158384],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023717775,0.0014180792,0.16726272,0.00076244754,0.00037167696,0.00068180443,0.00035281465,0.19989634,0.0026040685,0.4595723,0.15417868,0.010527327],"study_design_scores_gemma":[0.010915776,0.00021472371,0.03892069,0.0008526044,0.0009651851,0.00002390676,0.01074234,0.11396659,0.000726312,0.00085496594,0.82108986,0.0007270318],"about_ca_topic_score_codex":0.000011041977,"about_ca_topic_score_gemma":0.000010855844,"teacher_disagreement_score":0.6669112,"about_ca_system_score_codex":0.0002727344,"about_ca_system_score_gemma":0.00010153414,"threshold_uncertainty_score":0.29536575},"labels":[],"label_agreement":null},{"id":"W2366246907","doi":"","title":"On College Management for Experimental Work Platform and Operation Mechanism","year":2007,"lang":"en","type":"article","venue":"Research and Exploration in Laboratory","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Mechanism (biology); Work (physics); Engineering management; Computer science; Knowledge management; Engineering; Mechanical engineering","score_opus":0.06036891667187942,"score_gpt":0.3358180049238937,"score_spread":0.27544908825201425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2366246907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97563636,0.0003468401,0.011854041,0.0013344142,0.0005383856,0.002513981,0.000024660312,0.00011089115,0.0076404386],"genre_scores_gemma":[0.9980462,0.000049286155,0.0005150438,0.0004283076,0.00032951328,0.00038945163,0.00004281,0.000020995192,0.0001783705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987291,0.000015505537,0.00025732163,0.00031239082,0.00037914558,0.00030651162],"domain_scores_gemma":[0.99933285,0.00014635343,0.000053901644,0.00013850206,0.00029806915,0.000030351799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016137101,0.00012251291,0.00011342731,0.0007010417,0.00036150572,0.00035028686,0.00008463328,0.00006597443,0.000042636893],"category_scores_gemma":[0.00009749477,0.00012341104,0.000010502772,0.0009862086,0.00007238171,0.001689571,0.0001024118,0.00012266454,0.000038883085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080008054,0.00018842416,0.0006489107,0.00010895396,0.000011554399,0.000014721777,0.0003140423,0.000063762964,0.0015231069,0.98589426,0.009116745,0.0013154611],"study_design_scores_gemma":[0.024070596,0.001929421,0.0121187875,0.0013171108,0.000050426373,0.0000030319407,0.12108041,0.015028683,0.05961613,0.45673078,0.30523217,0.002822444],"about_ca_topic_score_codex":0.000011248099,"about_ca_topic_score_gemma":0.00009866521,"teacher_disagreement_score":0.5291634,"about_ca_system_score_codex":0.00010708526,"about_ca_system_score_gemma":0.000024093799,"threshold_uncertainty_score":0.5032556},"labels":[],"label_agreement":null},{"id":"W2370594104","doi":"","title":"A Research on the Distribution of Profit among the Members of Virtual Enterprises","year":2000,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Profit (economics); Industrial organization; Business; Distribution (mathematics); Game theory; Marketing; Microeconomics; Knowledge management; Economics; Computer science; Mathematics","score_opus":0.03065545030972071,"score_gpt":0.2909289869452563,"score_spread":0.2602735366355356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2370594104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90894324,0.00000876194,0.000118013515,0.0022563566,0.00007584618,0.00039347002,0.00000809273,0.000025696325,0.08817053],"genre_scores_gemma":[0.99699455,0.000008250383,0.0000020934394,0.00020678181,0.00015502758,0.000046597354,0.000015199763,0.00000760025,0.0025638724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988909,0.000053113006,0.00024994052,0.00013154878,0.00052322197,0.00015130498],"domain_scores_gemma":[0.9988941,0.00033761977,0.00010884141,0.00031804215,0.00033672695,0.0000046824866],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00086882483,0.000077828015,0.0000968085,0.00007976754,0.00018638092,0.000106536456,0.0003524445,0.000029568619,0.0041666664],"category_scores_gemma":[0.00022276312,0.00004028526,0.0000511887,0.0009287828,0.0003001331,0.00030480488,0.00009551274,0.00012841898,0.00011189983],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008489213,0.00043107476,0.19257458,0.00015974768,0.00014417595,0.0000028891614,0.00067896326,0.0059158215,0.0005635727,0.4886721,0.2930662,0.016941944],"study_design_scores_gemma":[0.0023388218,0.00037853455,0.5114039,0.0009340639,0.0001791709,0.0000013304212,0.0336169,0.031738337,0.017595347,0.0072561903,0.39375138,0.00080598606],"about_ca_topic_score_codex":0.0007705737,"about_ca_topic_score_gemma":0.00016255939,"teacher_disagreement_score":0.4814159,"about_ca_system_score_codex":0.000020986297,"about_ca_system_score_gemma":0.000020158312,"threshold_uncertainty_score":0.9967437},"labels":[],"label_agreement":null},{"id":"W2370797811","doi":"","title":"The Analysis of the Application of Multicast in Constructing Virtual Enterprise","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Multicast; Construct (python library); Pragmatic General Multicast; Xcast; Distributed computing; Computer network","score_opus":0.005283092321187793,"score_gpt":0.2374005211673075,"score_spread":0.23211742884611972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2370797811","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25707167,0.00003331404,0.7408089,0.0002673006,0.000038010072,0.000742253,0.000008110853,0.000025998745,0.001004426],"genre_scores_gemma":[0.99595004,0.0000020379746,0.003655641,0.00014437831,0.00011518548,0.00009581088,0.00001289367,0.000007716922,0.0000162964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989863,0.000010075965,0.00053721206,0.00017988773,0.00015129948,0.00013523533],"domain_scores_gemma":[0.99868,0.00023980896,0.00044868948,0.0003866447,0.0002388544,0.000005977908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039770085,0.00008808447,0.00015562386,0.00030527997,0.0001426724,0.000057397727,0.0004575767,0.000033855966,0.0000070320193],"category_scores_gemma":[0.000008519624,0.000063262385,0.00010258049,0.0028268318,0.00015545794,0.00013023849,0.00021211567,0.000080989565,0.000008667377],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003701727,0.000274763,0.4785801,0.000051387124,0.00026068516,1.8671444e-7,0.0004097579,0.0052258144,0.02657721,0.08239527,0.00026860484,0.40591922],"study_design_scores_gemma":[0.001113585,0.0000070040483,0.53057754,0.00006251684,0.0007096964,0.0000018449035,0.0025579766,0.0711028,0.008343536,0.0014240736,0.38369542,0.00040400744],"about_ca_topic_score_codex":0.00015408643,"about_ca_topic_score_gemma":0.00088604,"teacher_disagreement_score":0.73887837,"about_ca_system_score_codex":0.000030203406,"about_ca_system_score_gemma":0.000015994478,"threshold_uncertainty_score":0.25797653},"labels":[],"label_agreement":null},{"id":"W2378090918","doi":"","title":"Study and Realization of the Architecture of Management Information System Based on Virtual Enterprise","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Realization (probability); Architecture; Process (computing); Business process; Process management; Business architecture; Control (management); Enterprise architecture; Knowledge management; Enterprise integration; System integration; Enterprise software; Business; Work in process; Database; Operating system; Artificial intelligence","score_opus":0.004017711749914965,"score_gpt":0.2015729087907706,"score_spread":0.19755519704085564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2378090918","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07364039,0.0000031572743,0.9207141,0.00007935644,0.000040667415,0.0016050222,0.000008279525,0.000050746316,0.003858304],"genre_scores_gemma":[0.9976886,3.07324e-7,0.0018020461,0.000292681,0.00007863938,0.00009682285,0.000021554551,0.0000067022697,0.000012643395],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99924684,0.000009875399,0.00035836673,0.00011897162,0.00018893211,0.000077036464],"domain_scores_gemma":[0.9992288,0.000031855678,0.00031288783,0.000266258,0.00015416046,0.0000060579455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022217508,0.00008985803,0.000098145305,0.00028086625,0.000099373516,0.00005912819,0.00020038096,0.000023653924,0.0000032386242],"category_scores_gemma":[0.0000013841466,0.000071476126,0.000030301328,0.00062114786,0.000032578424,0.00017858582,0.00013487361,0.000044222863,0.000007017174],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039883048,0.0018311946,0.1643226,0.0026879166,0.00020713109,0.0000020045247,0.0034308978,0.055850938,0.001070614,0.23418571,0.004365171,0.53164697],"study_design_scores_gemma":[0.006622352,0.00020351297,0.57194394,0.0009278366,0.0004736348,0.0000054768134,0.011136926,0.039079312,0.0029664733,0.00084378413,0.3649401,0.00085663825],"about_ca_topic_score_codex":0.000023256101,"about_ca_topic_score_gemma":0.000016243364,"teacher_disagreement_score":0.9240482,"about_ca_system_score_codex":0.000026489237,"about_ca_system_score_gemma":0.0000069226057,"threshold_uncertainty_score":0.29147118},"labels":[],"label_agreement":null},{"id":"W2383852120","doi":"","title":"An Extension Early-warning Model of Cross-cultural Conflicts and Its Application","year":2014,"lang":"en","type":"article","venue":"Systems Engineering","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Warning system; Analytic hierarchy process; Multinational corporation; China; Operations research; Extension (predicate logic); Index (typography); Computer science; Cross-cultural; Early warning system; Political science; Engineering; Law","score_opus":0.014704220352746631,"score_gpt":0.24649147571672772,"score_spread":0.2317872553639811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2383852120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8894425,0.000088822446,0.10936234,0.000009139053,0.00021350173,0.00019764512,0.0000012756169,0.00014576293,0.00053902157],"genre_scores_gemma":[0.9993921,0.0000017831031,0.0000997405,0.000015668365,0.00038426134,0.00003321775,0.000010064789,0.000019739828,0.00004342573],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993566,0.00000409894,0.00021872474,0.00017183952,0.0001358021,0.0001129312],"domain_scores_gemma":[0.99935055,0.000016776083,0.00013384594,0.00014855283,0.0003372597,0.000013027823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002130576,0.00010243929,0.00013993774,0.000106004445,0.000059583115,0.0002471599,0.00008379404,0.0000460994,0.0000013634155],"category_scores_gemma":[0.000108953056,0.00009915829,0.000015362684,0.00015579294,0.000010862506,0.0012016402,0.000038615468,0.000051726496,0.000010349119],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046717178,0.0000063220473,0.0041695326,0.00033528567,0.0000050706894,1.2666966e-7,0.000097552555,0.8237265,0.15023267,0.021184664,0.000008301921,0.00022931406],"study_design_scores_gemma":[0.00017132734,0.0000046302353,0.0037120206,0.00007696016,0.000007776036,6.987303e-7,0.000028474784,0.99362224,0.0005653224,0.00001487752,0.0016850044,0.000110679604],"about_ca_topic_score_codex":0.000086818436,"about_ca_topic_score_gemma":0.0000019026811,"teacher_disagreement_score":0.16989574,"about_ca_system_score_codex":0.000012352872,"about_ca_system_score_gemma":0.000002772405,"threshold_uncertainty_score":0.40435576},"labels":[],"label_agreement":null},{"id":"W2386598471","doi":"","title":"Inner-product Labor Division and Product Architecture Trap: The Predicament and Strategy for Chinese Domestic Enterprise","year":2009,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Product (mathematics); Industrial organization; Order (exchange); Business; Bottleneck; Outsourcing; Division of labour; Value (mathematics); Architecture; Foreign direct investment; Product design; Economics; Computer science; Operations management; Marketing; Market economy","score_opus":0.008617979341955573,"score_gpt":0.2543010069566023,"score_spread":0.24568302761464672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2386598471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.958873,0.0012070992,0.005311395,0.03038431,0.0003560602,0.0018750634,0.000016853766,0.00019376026,0.0017825022],"genre_scores_gemma":[0.9961891,0.000043022916,0.0003024674,0.0019348058,0.00092420814,0.00006733649,0.000023696162,0.000016651067,0.0004987201],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988228,0.000015023109,0.00026260994,0.00044815865,0.00022273663,0.00022866126],"domain_scores_gemma":[0.9992972,0.00009134176,0.00012683666,0.00030637858,0.00015731086,0.00002094428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031955732,0.00022716787,0.00018819876,0.00014766616,0.00026085944,0.00057361583,0.00017693658,0.00002873276,0.0000718685],"category_scores_gemma":[0.00039240706,0.00013131407,0.000033003093,0.00045781586,0.000083544975,0.00049278303,0.00010066369,0.00011510403,0.0000045816705],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080321054,0.00073207205,0.13742016,0.00086879,0.00014147228,0.000015851714,0.0010535677,0.0030773731,0.005004122,0.013699317,0.034001082,0.80318296],"study_design_scores_gemma":[0.0033307327,0.00029866298,0.8520853,0.00018750016,0.0001816962,0.000021364256,0.00050617784,0.009024199,0.00018509281,0.033939425,0.099397704,0.0008421428],"about_ca_topic_score_codex":0.00004503701,"about_ca_topic_score_gemma":0.000081183556,"teacher_disagreement_score":0.8023408,"about_ca_system_score_codex":0.000011088327,"about_ca_system_score_gemma":0.00002095256,"threshold_uncertainty_score":0.5531391},"labels":[],"label_agreement":null},{"id":"W2392958721","doi":"","title":"Research and Application for Critical Chain in Project's Process Management","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Task (project management); Process (computing); Chain (unit); Sign (mathematics); Work (physics); Control (management); Process management; Work in process; Industrial engineering; Operations management; Systems engineering; Artificial intelligence; Operating system","score_opus":0.026189239172703986,"score_gpt":0.3686033944117958,"score_spread":0.3424141552390918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2392958721","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0074698664,0.00005772366,0.9812889,0.0013872428,0.000019848452,0.003928415,0.0000043223245,0.00010874351,0.0057349307],"genre_scores_gemma":[0.9377519,0.000007533103,0.052189007,0.000776493,0.0010293556,0.007955057,0.00008033718,0.000036006717,0.00017434936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988013,0.000005321148,0.00028415187,0.000419375,0.0001706724,0.0003192037],"domain_scores_gemma":[0.9991878,0.00016019541,0.0000522962,0.00019815467,0.0003886123,0.000012887295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086249545,0.00010619778,0.00010198915,0.00066691235,0.0002575777,0.000227804,0.00023833105,0.000052649168,0.0000044145972],"category_scores_gemma":[0.0000043246973,0.0001157931,0.000017370077,0.0013674054,0.000100458376,0.0003225232,0.00015816875,0.00011007921,0.00004246885],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008307328,0.00067244977,0.0065008355,0.0012835742,0.000015936015,0.0000024158644,0.00026167164,0.00007334356,0.0012295534,0.70164317,0.0058568628,0.28237715],"study_design_scores_gemma":[0.00073458813,0.000013740025,0.006532738,0.000051490326,0.000012984449,0.0000022342233,0.00097360596,0.0049728937,0.0003227204,0.056813587,0.92931736,0.0002520897],"about_ca_topic_score_codex":0.00004422675,"about_ca_topic_score_gemma":0.0001384571,"teacher_disagreement_score":0.930282,"about_ca_system_score_codex":0.00005354943,"about_ca_system_score_gemma":0.000016648619,"threshold_uncertainty_score":0.47219056},"labels":[],"label_agreement":null},{"id":"W2394712844","doi":"","title":"The Holonic Enterprise and Theory Emergence: On emergent features of self-organization in distributed virtual agents.","year":2004,"lang":"en","type":"article","venue":"Cybernetics & human knowing","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Explication; Phenomenon; Parallels; Conceptual framework; Epistemology; Conceptual change; Work (physics); Knowledge management; Management science; Computer science; Demise; Process management; Political science; Engineering; Operations management","score_opus":0.007727364020168503,"score_gpt":0.23601719237649516,"score_spread":0.22828982835632666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2394712844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99607646,0.00029682842,0.0006332134,0.00032146755,0.000592686,0.00028556163,0.0000051103457,0.00007788686,0.0017107708],"genre_scores_gemma":[0.9992066,0.00012169016,0.000019660587,0.00015010536,0.0002627999,0.000011717003,0.000058448797,0.000028402914,0.00014054886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988977,0.0000288321,0.00036825033,0.00023998755,0.00025506684,0.00021019435],"domain_scores_gemma":[0.99927956,0.000054992764,0.0002009607,0.00024311623,0.00020734181,0.00001400652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031978698,0.00016614843,0.00014549207,0.00015611821,0.0003072718,0.0001692516,0.00024802936,0.00005746017,0.00008994387],"category_scores_gemma":[0.0002869126,0.00014200006,0.000033116274,0.00073720544,0.000079141915,0.00023226875,0.00019474527,0.00014232127,0.000023323077],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015867676,0.0010220692,0.13944401,0.0002126896,0.00021422832,0.000033734545,0.007050046,0.017080277,0.005469693,0.81060016,0.011051945,0.0076624798],"study_design_scores_gemma":[0.0047739483,0.00022272323,0.90766835,0.00086999935,0.0003004884,0.0000038790677,0.0068722065,0.0006472611,0.0055282335,0.034691572,0.037171863,0.0012494767],"about_ca_topic_score_codex":0.000052323052,"about_ca_topic_score_gemma":0.00017092674,"teacher_disagreement_score":0.7759086,"about_ca_system_score_codex":0.00006647456,"about_ca_system_score_gemma":0.000024122997,"threshold_uncertainty_score":0.5790594},"labels":[],"label_agreement":null},{"id":"W2395813719","doi":"","title":"Change Management in Service Oriented Virtual Organizations - A Structural Framework to Identify the Impacts and Triggers of Changes.","year":2014,"lang":"en","type":"article","venue":"International Conference on Web Information Systems and Technologies","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Process management; Change management (ITSM); Computer science; Knowledge management; Service (business); Business; Marketing","score_opus":0.022199636714788955,"score_gpt":0.27749854575617244,"score_spread":0.25529890904138347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2395813719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95581305,0.000044497094,0.0062699155,0.02362875,0.0014926698,0.0014438545,0.0000529112,0.0003680027,0.01088637],"genre_scores_gemma":[0.99882,0.00005996216,0.00007150727,0.0008302788,0.00006321821,0.00011118539,0.0000250913,0.000004580242,0.000014182793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992443,0.000008507591,0.00028646225,0.00010844273,0.00025231027,0.0001000128],"domain_scores_gemma":[0.99905884,0.00004365859,0.00024826755,0.00015127189,0.00049087085,0.0000070612914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019838879,0.0001084621,0.00012070682,0.00062796613,0.00008067751,0.0004019101,0.00024189994,0.000067860514,0.00001896482],"category_scores_gemma":[0.0003286521,0.000080664766,0.000007663715,0.0006706577,0.000044284374,0.0010110287,0.00023792418,0.000089583635,0.000022781916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024943909,0.0000063627385,0.005575576,0.00009996664,0.000021164718,2.6184307e-7,0.0005513279,0.000112264264,0.000053516964,0.9810683,0.00015818948,0.012328093],"study_design_scores_gemma":[0.004260627,0.00028105176,0.21995662,0.004252735,0.0000978441,0.000018583925,0.14225413,0.34738147,0.00042321856,0.017611446,0.2620661,0.0013961673],"about_ca_topic_score_codex":0.00020390846,"about_ca_topic_score_gemma":0.000186221,"teacher_disagreement_score":0.96345687,"about_ca_system_score_codex":0.000029230243,"about_ca_system_score_gemma":0.000008897506,"threshold_uncertainty_score":0.38756284},"labels":[],"label_agreement":null},{"id":"W2397928585","doi":"10.4018/978-1-59140-134-6.ch012","title":"Empowering Modern Managers","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Situated; Decision support system; Computer science; Architecture; Knowledge management; Relation (database); Management science; Process management; Systems engineering; Data science; Risk analysis (engineering); Engineering; Artificial intelligence; Business; Data mining; Geography","score_opus":0.01973598567949446,"score_gpt":0.23839010214364711,"score_spread":0.21865411646415264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2397928585","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007504779,0.00017142994,0.0016327973,0.000057453908,0.0015031747,0.00037670817,0.00002634866,0.00046328915,0.99569374],"genre_scores_gemma":[0.5777213,0.0000061559354,0.00018178634,0.0034471294,0.0028785565,0.000041673313,0.000022565364,0.0001864522,0.4155144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99833,0.000002350116,0.00040864546,0.0005369429,0.00039076371,0.000331294],"domain_scores_gemma":[0.99877894,0.000009751382,0.00040038498,0.0005723203,0.00021252771,0.000026093052],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008712866,0.0004851378,0.0003856979,0.00019300489,0.00014185233,0.00042803696,0.00049404113,0.00027412848,0.0006663171],"category_scores_gemma":[0.000020239853,0.00052722427,0.0001980309,0.000041397343,0.0000800886,0.00032989852,0.00046675935,0.00021706664,0.0023279472],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034807963,0.000006305305,0.00007773353,0.000102704216,0.00008073762,0.000073129435,0.000019531459,0.000017269002,0.000004427032,0.97845984,0.013379285,0.0077442317],"study_design_scores_gemma":[0.00021709685,0.0000053867793,0.000029156827,0.00019814157,0.000112249625,0.00000322545,0.000010123162,0.000098769386,0.0000027174083,0.54563254,0.45317653,0.00051405304],"about_ca_topic_score_codex":0.00022321366,"about_ca_topic_score_gemma":0.00024261248,"teacher_disagreement_score":0.58017933,"about_ca_system_score_codex":0.00015317526,"about_ca_system_score_gemma":0.000050213563,"threshold_uncertainty_score":0.99971795},"labels":[],"label_agreement":null},{"id":"W2437111932","doi":"","title":"Does your organization have DRIVE?","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business","score_opus":0.011266022192387249,"score_gpt":0.19920990343193049,"score_spread":0.18794388123954323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2437111932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7484696,0.000077543096,0.010436327,0.04132803,0.0049783434,0.002669093,0.000008074029,0.0017724124,0.19026059],"genre_scores_gemma":[0.99336016,0.000003489756,0.000035555982,0.0028257954,0.0013293539,0.00007011938,0.000024547977,0.000012428059,0.00233852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993743,0.0000036134845,0.00013770197,0.00015687605,0.00015085313,0.00017669504],"domain_scores_gemma":[0.9995113,0.000008135808,0.00009807835,0.00014285001,0.00023003329,0.000009588649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000094430165,0.000084255254,0.00007675636,0.00012994774,0.0001010068,0.00036976786,0.00013046949,0.000031938038,0.00020606298],"category_scores_gemma":[0.00029707313,0.00005938124,0.00001770295,0.00052396103,0.000012018665,0.0008470848,0.00004023341,0.00004108752,0.00014999081],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032138763,0.00021701152,0.6089933,0.00004675033,0.000029795017,0.000013846187,0.00015628697,0.00027197428,0.00019749229,0.02109495,0.07456305,0.2943834],"study_design_scores_gemma":[0.00028646732,0.0000011980645,0.85348403,0.000004324126,0.000019990646,3.0360863e-7,0.00011678614,0.00016352121,0.00030225288,0.002814195,0.14265184,0.00015510178],"about_ca_topic_score_codex":0.000018500368,"about_ca_topic_score_gemma":0.000026189662,"teacher_disagreement_score":0.2942283,"about_ca_system_score_codex":0.000028421156,"about_ca_system_score_gemma":0.000005492488,"threshold_uncertainty_score":0.356568},"labels":[],"label_agreement":null},{"id":"W2460068060","doi":"","title":"How to implement a new strategy without disrupting your organization.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Balanced scorecard; Restructuring; Strategy map; Value proposition; Process (computing); Function (biology); Value (mathematics); Process management; Decentralization; Product (mathematics); Computer science; Knowledge management; Business; Marketing; Economics","score_opus":0.023599120275207566,"score_gpt":0.22861451014094775,"score_spread":0.2050153898657402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460068060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7834426,0.00014596901,0.10379302,0.043161325,0.0020458666,0.00497782,0.000021527112,0.0014533208,0.06095852],"genre_scores_gemma":[0.9879282,5.7451643e-7,0.00025782088,0.0009344004,0.0028984712,0.00024955627,0.00005311765,0.00003621786,0.007641658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893576,0.0000051106026,0.00021461678,0.00025142115,0.00024673284,0.0003463618],"domain_scores_gemma":[0.99938226,0.000010951407,0.00014722974,0.00018397006,0.00024797174,0.000027625585],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00013908542,0.00014151109,0.00012262614,0.00018066588,0.00014570457,0.0015057268,0.00018139364,0.000028009146,0.00012760972],"category_scores_gemma":[0.00023167016,0.0001381279,0.000023482165,0.0011568945,0.000006982979,0.00071600435,0.00014335272,0.00004621034,0.000082762286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027299746,0.0001123148,0.6555384,0.00007918015,0.00003740365,0.000009810965,0.00007244817,0.0022237124,0.00029038097,0.034011453,0.1625137,0.14508395],"study_design_scores_gemma":[0.0007545701,0.0000036531471,0.54113936,0.000010357859,0.00004537894,0.0000013845506,0.00045246564,0.0001969765,0.00030118437,0.0013083809,0.4553984,0.0003878938],"about_ca_topic_score_codex":0.00071707985,"about_ca_topic_score_gemma":0.0008089805,"teacher_disagreement_score":0.2928847,"about_ca_system_score_codex":0.00006510224,"about_ca_system_score_gemma":0.000027293972,"threshold_uncertainty_score":0.9995308},"labels":[],"label_agreement":null},{"id":"W2460249596","doi":"10.3233/978-1-61499-562-3-165","title":"Reaching Out to Global Interoperability through Aligning Repository Networks","year":2015,"lang":"en","type":"book-chapter","venue":"IOS Press eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Association of Research Libraries","funders":"","keywords":"Interoperability; Computer science; World Wide Web","score_opus":0.06695554172072923,"score_gpt":0.2782625009107392,"score_spread":0.21130695919000994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460249596","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013322826,0.000497524,0.005842293,0.00007403401,0.0036683986,0.0008481948,0.00001820253,0.0004712871,0.98844683],"genre_scores_gemma":[0.23699409,0.000008806988,0.00061637536,0.0035071694,0.011681865,0.00017698317,0.00010723302,0.00025273874,0.74665475],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99745995,0.000025521527,0.0007403906,0.000829521,0.0005638512,0.00038077365],"domain_scores_gemma":[0.99781215,0.000043381784,0.00051920424,0.00093491434,0.0006420081,0.00004835656],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037517602,0.00056320644,0.0005627227,0.00006800258,0.00023865403,0.0009546591,0.00066697964,0.0003425742,0.000047947335],"category_scores_gemma":[0.000114963565,0.0005643617,0.00017033785,0.000022156115,0.00009596921,0.00053686526,0.0011224742,0.00045458178,0.00014152855],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006202841,0.00008096085,0.00077497965,0.0006653642,0.0005745103,0.00026823723,0.001683409,0.005829116,0.000073803865,0.53435093,0.42766848,0.027409917],"study_design_scores_gemma":[0.00028405967,0.000017509354,0.0000117067675,0.0006816921,0.00014547512,0.0000050017643,0.000037791186,0.00057603896,0.00001652536,0.006492266,0.99110574,0.00062618667],"about_ca_topic_score_codex":0.00096098584,"about_ca_topic_score_gemma":0.00038272218,"teacher_disagreement_score":0.5634373,"about_ca_system_score_codex":0.00037092908,"about_ca_system_score_gemma":0.00006423712,"threshold_uncertainty_score":0.99968076},"labels":[],"label_agreement":null},{"id":"W2464174763","doi":"10.5539/ass.v12n7p105","title":"Assessing the Impact of Electronic Human Resource Management on Creation of Organizational Agility: A Study in the Bushehr Banks, Iran","year":2016,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Human resources; Human resource management; Business; Knowledge management; Organizational behavior and human resources; Performance appraisal; Conceptual model; Organizational performance; Operations management; Process management; Management; Marketing; Computer science; Engineering; Economics; Database","score_opus":0.01761377833819945,"score_gpt":0.32680391792984353,"score_spread":0.3091901395916441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2464174763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8433668,0.0000025781915,0.00023720968,0.0009656706,0.00002754581,0.00042296294,0.0000010290865,0.000013545346,0.15496266],"genre_scores_gemma":[0.9996989,3.7620293e-7,0.0000037087364,0.00009575036,0.00014111066,0.00001219853,0.0000018404249,0.0000055366227,0.000040616796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873596,0.000058751026,0.0002279524,0.000185503,0.0006060234,0.00018583036],"domain_scores_gemma":[0.9993429,0.000060164297,0.00024224949,0.00019169929,0.00015893076,0.000004017714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001472727,0.00007865089,0.000094026036,0.00018179735,0.00048335645,0.00023542705,0.0005310426,0.000016315298,0.00007726647],"category_scores_gemma":[0.00015222716,0.00004080897,0.000034048004,0.0024071017,0.0002955307,0.0006966272,0.00010104207,0.000057107813,0.0000051666398],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045335713,0.0009862314,0.63962007,0.000029643907,0.000046134628,0.0000025001189,0.007699094,0.000059685608,0.0039191227,0.2824196,0.00084228726,0.06433028],"study_design_scores_gemma":[0.0003039321,0.000032390402,0.9863139,0.000025383893,0.000013609071,9.1079144e-8,0.009970714,0.000017562146,0.000031555654,0.0030030399,0.00023247083,0.000055349],"about_ca_topic_score_codex":0.00018613672,"about_ca_topic_score_gemma":0.000129528,"teacher_disagreement_score":0.3466938,"about_ca_system_score_codex":0.00016994802,"about_ca_system_score_gemma":0.0000695564,"threshold_uncertainty_score":0.3717636},"labels":[],"label_agreement":null},{"id":"W2472597128","doi":"10.1007/s10726-016-9491-9","title":"Negotiation and Collaborative Technologies in Organisations and Supply Chains: Introduction to the Special Issue","year":2016,"lang":"en","type":"article","venue":"Group Decision and Negotiation","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université de Namur; Universidade de Pernambuco; Singapore Institute of Manufacturing Technology; Universidade Federal de Pernambuco; University of Cape Town; Universitat Politècnica de València; Concordia University; Universidade de Coimbra; Technische Universiteit Delft; Indian Institute of Technology Madras; Carnegie Mellon University; Indian National Science Academy; University of North Florida","keywords":"Negotiation; Supply chain; Business; Knowledge management; Process management; Supply chain management; Computer science; Marketing; Political science","score_opus":0.005452484145097142,"score_gpt":0.21827827094814908,"score_spread":0.21282578680305195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472597128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87276953,0.00026228064,0.02402832,0.099831015,0.0012858603,0.001159459,0.000015272735,0.0001908734,0.00045736323],"genre_scores_gemma":[0.99499893,0.00034629344,0.0005075555,0.00053424545,0.00340978,0.00005473312,0.0000150513315,0.0000130141,0.00012042482],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990117,0.000023777791,0.00027595524,0.00034977891,0.00020424317,0.0001345317],"domain_scores_gemma":[0.99930745,0.00017829651,0.00014076724,0.00017147516,0.0001898992,0.000012121278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034661873,0.00013527251,0.00013409561,0.00043622224,0.00026229327,0.0003627158,0.000084023624,0.00007841472,0.0001345693],"category_scores_gemma":[0.0011147001,0.00008871664,0.000009727098,0.0010315779,0.000071242015,0.0012487884,0.00015834218,0.0000638175,0.000058015623],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026342322,0.00007148907,0.08272234,0.000025161378,0.000013987037,0.0000016591305,0.0018818538,0.000046554498,0.0039515807,0.04626319,0.07120974,0.793549],"study_design_scores_gemma":[0.0019505743,0.00008367619,0.3908737,0.00012210353,0.000033556735,0.000005473715,0.009836598,0.0014167669,0.00039781278,0.016074017,0.57882303,0.00038270038],"about_ca_topic_score_codex":0.00003282317,"about_ca_topic_score_gemma":0.0012728528,"teacher_disagreement_score":0.79316634,"about_ca_system_score_codex":0.000058383986,"about_ca_system_score_gemma":0.000012852779,"threshold_uncertainty_score":0.36177596},"labels":[],"label_agreement":null},{"id":"W2473605484","doi":"10.1007/978-3-662-46898-2_8","title":"Multilateral Cooperative Teleoperation","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Teleoperation; Computer science; Geology; Artificial intelligence; Robot","score_opus":0.038085654153734334,"score_gpt":0.24806342384089905,"score_spread":0.20997776968716472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2473605484","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000038526523,0.00009676262,0.0008262674,0.0005193027,0.0013577662,0.00045488935,0.000012006456,0.0002706078,0.9964239],"genre_scores_gemma":[0.024400944,0.000010062778,0.00013995435,0.0019895379,0.0040286775,0.000023977178,0.00039543092,0.00007660332,0.96893483],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987981,0.0000026708906,0.0003424101,0.00035391728,0.00035138623,0.0001515249],"domain_scores_gemma":[0.9983478,0.000015664016,0.00020734106,0.00026370402,0.0011513047,0.000014149479],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013005032,0.0003312532,0.0002824346,0.0002664568,0.000118095486,0.00061394105,0.00017999961,0.00019776948,0.011090155],"category_scores_gemma":[0.00006225689,0.0002903094,0.00006435009,0.00006982523,0.00005018413,0.0010707877,0.0001652046,0.00019093035,0.007031228],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032105254,0.000014726563,0.00006423894,0.000035569486,0.00004125224,0.000012990135,0.000028138635,0.00040139107,0.00001759429,0.5137624,0.48357156,0.0020180307],"study_design_scores_gemma":[0.00033242424,0.000008624777,0.000010314335,0.000057076322,0.00004213646,0.0000010161682,0.000020249394,0.0021366926,0.0000066292205,0.0044803848,0.9925296,0.0003749001],"about_ca_topic_score_codex":0.000074568095,"about_ca_topic_score_gemma":0.0004124723,"teacher_disagreement_score":0.50928205,"about_ca_system_score_codex":0.000089808855,"about_ca_system_score_gemma":0.00007562431,"threshold_uncertainty_score":0.9999549},"labels":[],"label_agreement":null},{"id":"W2476299289","doi":"10.59876/a-dbf6-g5zr","title":"Gestion des chaînes logistiques multi-acteurs : entre planification et adaptation","year":2006,"lang":"en","type":"article","venue":"Management international","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03758128072100966,"score_gpt":0.2618287542151073,"score_spread":0.22424747349409765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476299289","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04935961,0.00009572446,0.6976364,0.007921877,0.0022754732,0.00086212263,0.00003279195,0.0008746374,0.24094132],"genre_scores_gemma":[0.9880088,0.00004683652,0.0053488063,0.0006888471,0.00067468814,0.00010607947,0.0009715307,0.000023226024,0.0041311984],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99886316,0.000014189191,0.0003108142,0.00029045364,0.0003660583,0.00015532903],"domain_scores_gemma":[0.9992845,0.000028997212,0.0002365918,0.000146952,0.00029588814,0.000007054124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022549852,0.00016158652,0.00008873533,0.0004026051,0.00013148905,0.0005611417,0.0002578113,0.000044774657,0.0004493423],"category_scores_gemma":[0.000060466147,0.00017086773,0.000046169254,0.00028001275,0.000049630926,0.0013983404,0.00012303967,0.000070683316,0.0003488524],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001279059,0.0006811936,0.12700665,0.0001835729,0.00012094516,0.00002880994,0.00021475383,0.038758993,0.00043119295,0.7574215,0.034979466,0.040045045],"study_design_scores_gemma":[0.0013461751,0.000011222481,0.5694262,0.00016835063,0.000076406366,0.0000025879829,0.0014290955,0.09375553,0.00015031347,0.01749309,0.31566465,0.00047642426],"about_ca_topic_score_codex":0.0010739708,"about_ca_topic_score_gemma":0.0013698174,"teacher_disagreement_score":0.9386492,"about_ca_system_score_codex":0.00013229476,"about_ca_system_score_gemma":0.0000070162832,"threshold_uncertainty_score":0.69677836},"labels":[],"label_agreement":null},{"id":"W2476510361","doi":"10.4018/978-1-60566-652-5.ch016","title":"E-Collaboration","year":2009,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Flexibility (engineering); Order (exchange); Business; Product (mathematics); Set (abstract data type); Value (mathematics); Process (computing); Industrial organization; Business administration; Marketing; Knowledge management; Operations management; Process management; Management; Engineering; Computer science; Economics; Mathematics; Finance","score_opus":0.012328002478756405,"score_gpt":0.23367405723132814,"score_spread":0.22134605475257174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476510361","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004647179,0.00016474805,0.00015054583,0.0005297492,0.0012490524,0.00049361045,0.000042363357,0.0004183885,0.9969051],"genre_scores_gemma":[0.2640201,0.0000071163186,0.0003055903,0.012839181,0.009753036,0.000048099915,0.00010865754,0.00014585444,0.71277237],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834764,0.000003239924,0.0004401227,0.00046535872,0.0004903068,0.00025334427],"domain_scores_gemma":[0.99848914,0.000011853409,0.00047019793,0.00045804263,0.00055030035,0.000020466121],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009369046,0.00043092322,0.00036093863,0.00018163104,0.00015669236,0.00089097605,0.00032312673,0.00032413757,0.00040327743],"category_scores_gemma":[0.000047351863,0.00046164705,0.00013293244,0.00009231543,0.000050542953,0.00045972655,0.00013765151,0.00018161818,0.0026313881],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029215546,0.000007395974,0.000028922725,0.000035074238,0.000027101516,0.00002525883,0.0000054146126,0.000016979426,0.000007342311,0.9114299,0.076896966,0.011490428],"study_design_scores_gemma":[0.00021982614,0.000009193579,0.00003453509,0.00010460295,0.00007328793,0.0000019118338,0.000008746374,0.000034272343,0.0000034944467,0.3626434,0.6365242,0.00034254263],"about_ca_topic_score_codex":0.00006112494,"about_ca_topic_score_gemma":0.00048288138,"teacher_disagreement_score":0.55962723,"about_ca_system_score_codex":0.00023132886,"about_ca_system_score_gemma":0.00013674115,"threshold_uncertainty_score":0.9997835},"labels":[],"label_agreement":null},{"id":"W2480301292","doi":"10.4018/978-1-61520-835-7.ch002","title":"Normative Learning for Normalized Work","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Normative; Organizational learning; Knowledge management; Value (mathematics); Workplace learning; Organization development; Work (physics); Psychology; Public relations; Political science; Engineering; Computer science","score_opus":0.014280690509856529,"score_gpt":0.23553123008355856,"score_spread":0.22125053957370203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2480301292","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015579196,0.00006347338,0.0028519777,0.00013830507,0.0017129653,0.00085768773,0.000034542853,0.00035520416,0.99383],"genre_scores_gemma":[0.39289203,0.0000044825433,0.002384649,0.0052575395,0.010586252,0.00039702348,0.00021463228,0.00030841262,0.58795494],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844944,0.000004569311,0.0004654342,0.00040107322,0.0003436021,0.00033587505],"domain_scores_gemma":[0.99834514,0.00006870769,0.0006678397,0.00031814777,0.00057559164,0.000024553163],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017432716,0.00045256582,0.00044865726,0.00015617601,0.0003385291,0.0005768151,0.00036966862,0.00040262,0.00041657948],"category_scores_gemma":[0.00015247433,0.00046454422,0.0002443343,0.00006199729,0.00009300958,0.00032343264,0.00026662668,0.0004737768,0.0010193746],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018245653,0.0000071879986,0.00024377451,0.00012924854,0.0000850665,0.000008073736,0.000031472657,0.00004129155,0.000016563736,0.98337865,0.0117591955,0.004117047],"study_design_scores_gemma":[0.0006529733,0.000011993774,0.00003311881,0.00020498307,0.0001300807,0.0000016150203,0.000021791458,0.00006540963,0.000013270265,0.13938929,0.8589837,0.0004917988],"about_ca_topic_score_codex":0.000053188898,"about_ca_topic_score_gemma":0.00021162859,"teacher_disagreement_score":0.8472245,"about_ca_system_score_codex":0.000103979524,"about_ca_system_score_gemma":0.000079160076,"threshold_uncertainty_score":0.99978065},"labels":[],"label_agreement":null},{"id":"W2485561074","doi":"10.4018/978-1-59904-771-3.ch009","title":"Leadership and Collaboration","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Knowledge management; Leadership style; Competition (biology); Context (archaeology); Shared leadership; Public relations; Political science; Business; Engineering; Computer science; Geography; Ecology","score_opus":0.025493451378551333,"score_gpt":0.23692736579493637,"score_spread":0.21143391441638504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2485561074","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002968175,0.0002143917,0.00009808564,0.00074450584,0.0012861787,0.0004145835,0.0000412598,0.00022576506,0.9966784],"genre_scores_gemma":[0.6870071,0.0000068884356,0.0003917389,0.008808775,0.006797168,0.00005397176,0.00006217315,0.00014594133,0.29672623],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875283,0.000002947291,0.000301345,0.0004067726,0.00032151665,0.00021458157],"domain_scores_gemma":[0.9989236,0.000020241576,0.0003320863,0.0003182674,0.00038309587,0.000022718375],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010346927,0.00034193005,0.00028362323,0.00013754731,0.00017350927,0.00079537096,0.00019100806,0.00040506845,0.0002520939],"category_scores_gemma":[0.00006437617,0.00036292392,0.00005945775,0.000054712134,0.0001339241,0.00033220003,0.00016215979,0.0002749036,0.0005680328],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028306109,0.0000039357506,0.00015131546,0.00009915032,0.000025155588,0.000012788567,0.000014241813,0.0000010707986,0.00006284375,0.98698324,0.010375755,0.0022422052],"study_design_scores_gemma":[0.0003553048,0.000009413649,0.000080851154,0.00013695548,0.0001065149,0.0000048484626,0.00007666707,0.000027474427,0.000019665833,0.2694978,0.7292294,0.00045507625],"about_ca_topic_score_codex":0.00006330614,"about_ca_topic_score_gemma":0.0014762718,"teacher_disagreement_score":0.71885365,"about_ca_system_score_codex":0.00007164226,"about_ca_system_score_gemma":0.00009431105,"threshold_uncertainty_score":0.9998823},"labels":[],"label_agreement":null},{"id":"W2485726685","doi":"10.4018/978-1-60566-412-5.ch013","title":"Conclusion, Implications, and Future Trends","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"The Internet; Scope (computer science); Business; Electronic business; Explosive material; Supply chain; Commerce; Business model; Marketing; Industrial organization; Computer science; Geography; World Wide Web","score_opus":0.00943442033530626,"score_gpt":0.23355830778030903,"score_spread":0.22412388744500278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2485726685","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014403828,0.0003091005,0.00005138126,0.0024834047,0.0012425163,0.00020619585,0.000099358374,0.00022294812,0.99524105],"genre_scores_gemma":[0.33027673,0.00009045304,0.0009326007,0.020904563,0.043208905,0.00016552869,0.00034373437,0.00031726557,0.60376024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882483,0.0000021878427,0.0003205349,0.00043177174,0.00023083299,0.00018983158],"domain_scores_gemma":[0.99885356,0.000013190236,0.00034168182,0.00046364043,0.00030016713,0.000027755284],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000713696,0.000347854,0.00028987872,0.00017133263,0.0002712457,0.0004190886,0.00026904634,0.000397953,0.00060498837],"category_scores_gemma":[0.00001357619,0.00033931155,0.00009030408,0.00005682228,0.00010834823,0.00018898594,0.0003929054,0.000277408,0.0002352523],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000128246165,0.0000042141864,0.00020913294,0.000030249976,0.000024002282,0.00000550416,0.000009300859,1.1645291e-7,0.000024024057,0.93558633,0.026360853,0.03773347],"study_design_scores_gemma":[0.00021406902,0.0000039878346,0.00069546263,0.00003234789,0.0000746291,0.00000849014,0.0000081830085,0.0000043759105,0.000001816377,0.19318616,0.8054906,0.0002798392],"about_ca_topic_score_codex":0.000048916798,"about_ca_topic_score_gemma":0.00043939755,"teacher_disagreement_score":0.7791298,"about_ca_system_score_codex":0.000056222885,"about_ca_system_score_gemma":0.00005219775,"threshold_uncertainty_score":0.9999059},"labels":[],"label_agreement":null},{"id":"W2487017371","doi":"10.1142/9789814280280_0021","title":"An Agility Reference Model for the Manufacturing Enterprise: The Example of the Furniture Industry","year":2009,"lang":"en","type":"book-chapter","venue":"World Scientific Publishing Company eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Manufacturing engineering; Furniture industry; Business; Computer science; Engineering","score_opus":0.06170671501903611,"score_gpt":0.25604435065585834,"score_spread":0.19433763563682224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487017371","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0062285885,0.0003034171,0.0046153734,0.006006372,0.007656647,0.0039926968,0.00039738129,0.00043068084,0.97036886],"genre_scores_gemma":[0.6116968,5.1042696e-7,0.000060981205,0.001353058,0.00088072184,0.000054471413,0.00009506166,0.00004891503,0.3858095],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964877,0.000041650415,0.0008138245,0.00091843377,0.0012433506,0.0004950875],"domain_scores_gemma":[0.9947433,0.0003779714,0.0013140113,0.0026420532,0.00088356156,0.000039125844],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002659369,0.0005067395,0.0004437235,0.0004482713,0.0021447083,0.010969369,0.0042941584,0.00034108048,0.00020300935],"category_scores_gemma":[0.00020790818,0.00028623664,0.00029765314,0.00023871714,0.00074117555,0.001992452,0.00089214236,0.0019483918,0.0000098451155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018802298,0.0001427893,0.0005590441,0.00043736337,0.00024426158,0.0000027606677,0.0016526099,0.020860115,0.0002528034,0.44887966,0.47299814,0.05378244],"study_design_scores_gemma":[0.0002519357,0.0000036654017,0.00064994517,0.00032382057,0.00016791062,9.569293e-7,0.00011420479,0.03504763,0.000080948055,0.04429186,0.91870993,0.0003572167],"about_ca_topic_score_codex":0.0003758054,"about_ca_topic_score_gemma":0.0072891326,"teacher_disagreement_score":0.60546815,"about_ca_system_score_codex":0.0001317026,"about_ca_system_score_gemma":0.00026756444,"threshold_uncertainty_score":0.999959},"labels":[],"label_agreement":null},{"id":"W2492592816","doi":"10.4018/978-1-59904-255-8.ch003","title":"E-Com Supply Chain and SMEs","year":2007,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Supply chain; Business; Industrial organization; Perspective (graphical); Supply chain management; Small and medium-sized enterprises; Point (geometry); Knowledge management; Commerce; Marketing; Computer science; Finance","score_opus":0.01654352553333438,"score_gpt":0.2374493064182015,"score_spread":0.22090578088486712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2492592816","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026106383,0.00043471422,0.00025889216,0.00028878977,0.00085916545,0.0003853119,0.000054574462,0.00024100073,0.99721646],"genre_scores_gemma":[0.51944035,0.000020306585,0.00028661112,0.009505892,0.005791534,0.000033704768,0.00006140149,0.00017482344,0.46468538],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998525,0.0000026440175,0.00036935534,0.00044093412,0.00037092363,0.00029111054],"domain_scores_gemma":[0.9991041,0.000030092098,0.00029943467,0.00033054786,0.0002082698,0.000027601662],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015647121,0.00040610164,0.0003585622,0.0002001417,0.00014272187,0.00048647678,0.00024259272,0.0002788162,0.00032335595],"category_scores_gemma":[0.00003447531,0.00041803272,0.00009953473,0.000043735574,0.00011718392,0.00019828665,0.0003131525,0.00019363276,0.000509484],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003606315,0.0000052155287,0.00078120746,0.00008545675,0.00004256525,0.000054664604,0.000009265888,0.0000014283246,0.0000031075458,0.9665762,0.022385627,0.0100191645],"study_design_scores_gemma":[0.00038632433,0.000009847773,0.00029404138,0.00021438704,0.000090491565,0.0000083866535,0.00002247507,0.00004916687,0.0000035823111,0.22189604,0.7765434,0.00048190125],"about_ca_topic_score_codex":0.00022194996,"about_ca_topic_score_gemma":0.0005579434,"teacher_disagreement_score":0.7541577,"about_ca_system_score_codex":0.00009575316,"about_ca_system_score_gemma":0.00004878319,"threshold_uncertainty_score":0.99982715},"labels":[],"label_agreement":null},{"id":"W2493263764","doi":"10.4018/978-1-60960-040-2.ch020","title":"A Theoretical Method of Measuring Virtual Community Health and the Health of their Operating Environment in a Business Setting","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Suncor Energy (Canada)","funders":"","keywords":"Process (computing); Process management; Virtual community; Key (lock); Artifact-centric business process model; Knowledge management; Business process; Business process modeling; Business environment; Computer science; Virtual machine; Business; Marketing; World Wide Web; Computer security; Work in process; The Internet; Business administration","score_opus":0.025815522887353275,"score_gpt":0.2543847330811459,"score_spread":0.22856921019379262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2493263764","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065464415,0.0015116741,0.013831129,0.0017912996,0.00034651574,0.0022939816,0.0001226101,0.000084545776,0.9734718],"genre_scores_gemma":[0.9969599,0.000042868003,0.0010681927,0.001523348,0.00015049092,0.000025850895,0.000008404205,0.000041490013,0.00017940938],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978463,0.00025066445,0.0010008438,0.00027861178,0.00035057994,0.00027297362],"domain_scores_gemma":[0.9978985,0.0002880546,0.0011242918,0.0004995557,0.00015940063,0.000030151787],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002928787,0.00034543162,0.0008677803,0.00013833035,0.00026305474,0.000083093146,0.00038781186,0.00012376218,0.000043781787],"category_scores_gemma":[0.00020554956,0.00025751945,0.000094115785,0.000071213464,0.00055130903,0.00011647666,0.0007397377,0.00044916416,0.0000030264525],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001681189,0.000029712459,0.000281653,0.00045273817,0.000047892892,9.4422234e-7,0.0012075441,0.0000623947,0.0000052528326,0.978311,0.000034026903,0.019398747],"study_design_scores_gemma":[0.004900878,0.00021468263,0.001175174,0.005432156,0.00010609531,0.000023272129,0.0051800353,0.0024435916,0.000038607897,0.9754826,0.0040851682,0.0009177695],"about_ca_topic_score_codex":0.004340234,"about_ca_topic_score_gemma":0.00087302923,"teacher_disagreement_score":0.9904135,"about_ca_system_score_codex":0.00017620312,"about_ca_system_score_gemma":0.0002519896,"threshold_uncertainty_score":0.9999877},"labels":[],"label_agreement":null},{"id":"W2494958379","doi":"10.4018/978-1-930708-09-9.ch006","title":"Manufacturing Connectedness","year":2002,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Social connectedness; Business; Process management; Action (physics); Operations management; Manufacturing engineering; Engineering; Psychology; Social psychology","score_opus":0.018526248286897303,"score_gpt":0.2184145296251023,"score_spread":0.199888281338205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2494958379","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031973553,0.00012375692,0.00013179574,0.00012603994,0.0017945818,0.00039400876,0.0000465094,0.00049933355,0.9965642],"genre_scores_gemma":[0.5589894,0.0000048327197,0.000063912514,0.0033972366,0.004855214,0.00003670594,0.00003074935,0.00014412157,0.43247783],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827844,0.000003043082,0.00042509826,0.0005200798,0.000443664,0.00032966025],"domain_scores_gemma":[0.9988228,0.000023822558,0.0004183586,0.0004991014,0.00021089365,0.000025013902],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000638419,0.0004998699,0.0004205424,0.00017447677,0.0001739507,0.0005896544,0.00041907915,0.00030904685,0.0019527493],"category_scores_gemma":[0.000029563276,0.000526804,0.00017538563,0.000032376123,0.00007405314,0.0002691993,0.0003257518,0.00024398322,0.0040145186],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018197004,0.0000075831654,0.000049123413,0.00011301179,0.00006198375,0.000082077255,0.0000059320673,0.000017819884,0.000002124417,0.9618608,0.03397376,0.003807591],"study_design_scores_gemma":[0.0003740345,0.0000058393616,0.00005037985,0.00025335644,0.00011921526,0.000008284904,0.000010564178,0.00006244953,0.00002478758,0.1997825,0.7986817,0.0006269],"about_ca_topic_score_codex":0.00011341627,"about_ca_topic_score_gemma":0.00015062952,"teacher_disagreement_score":0.7647079,"about_ca_system_score_codex":0.00018818176,"about_ca_system_score_gemma":0.000033032567,"threshold_uncertainty_score":0.99971837},"labels":[],"label_agreement":null},{"id":"W2501108893","doi":"10.4018/978-1-59140-887-1.ch012","title":"Enterprise Application Integration from the Point of View of Agent Paradigm","year":2007,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Autonomy; Multi-agent system; Intelligent agent; Key (lock); Knowledge management; Point (geometry); Management science; Process management; Artificial intelligence; Engineering; Computer security; Mathematics","score_opus":0.020346396065818808,"score_gpt":0.24999711520253345,"score_spread":0.22965071913671464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501108893","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005776804,0.00067393295,0.025893401,0.00022676754,0.00056757283,0.0010057333,0.0001512039,0.000074904194,0.97082883],"genre_scores_gemma":[0.9939104,0.000028022798,0.00020869389,0.0014699437,0.001075434,0.000048104765,0.0001293223,0.000047465943,0.0030826575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99826765,0.0000085122965,0.00079010177,0.00032529014,0.0004632094,0.00014525397],"domain_scores_gemma":[0.9978115,0.000071733375,0.0011573517,0.00061450375,0.00033137697,0.000013511656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023200523,0.00030576068,0.00040842098,0.00009678933,0.0000606576,0.00009113189,0.00043489368,0.00018680122,0.00015922537],"category_scores_gemma":[0.0000426181,0.00024184273,0.00020147322,0.00007339726,0.000119604345,0.00015050962,0.00018596345,0.00015201059,0.0001579456],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081370265,0.00002249765,0.0002916628,0.00007969846,0.000077778,0.0000020042976,0.000048019516,0.000016687045,0.000070440765,0.96200806,0.0035758128,0.03372594],"study_design_scores_gemma":[0.00059361843,0.000027876786,0.00086058234,0.0012043712,0.00043407982,0.0000014754835,0.000107125255,0.0004439347,0.00024111297,0.5649649,0.4306232,0.0004977193],"about_ca_topic_score_codex":0.0011165772,"about_ca_topic_score_gemma":0.00093844585,"teacher_disagreement_score":0.9933327,"about_ca_system_score_codex":0.00012273647,"about_ca_system_score_gemma":0.00005566764,"threshold_uncertainty_score":0.98620605},"labels":[],"label_agreement":null},{"id":"W2501210632","doi":"10.4018/978-1-4666-0176-5.ch001","title":"Prototyping Robotic Systems","year":2012,"lang":"en","type":"book-chapter","venue":"Advances in computational intelligence and robotics book series","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Commercialization; Rapid prototyping; Context (archaeology); Engineering; Process (computing); Engineering management; Computer science; Perception; Knowledge management; Process management; Software engineering; Engineering ethics; Systems engineering; Business; Psychology; Mechanical engineering; Marketing","score_opus":0.02458252989495613,"score_gpt":0.25949456414043104,"score_spread":0.2349120342454749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501210632","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000033455915,0.17315583,0.38899714,0.0011343543,0.004069972,0.0025320493,0.000015971724,0.00028839795,0.42980295],"genre_scores_gemma":[0.18892357,0.1485145,0.04704777,0.0075742104,0.018349737,0.0011222523,0.0016175817,0.0010076977,0.58584267],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983893,0.0000067345104,0.0006211752,0.00037829112,0.0003444374,0.00026006758],"domain_scores_gemma":[0.9988754,0.0001630556,0.00042574105,0.00016524327,0.0003495238,0.000021066848],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015640553,0.00036597828,0.0004041386,0.0003745644,0.00018210741,0.00032841836,0.00020478743,0.00015435313,0.00015491847],"category_scores_gemma":[0.000044362918,0.00037052424,0.000053527372,0.000117134325,0.00024210318,0.0039046675,0.00018465152,0.00027822054,0.0002063277],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015179196,0.000009199723,0.00016472359,0.00030911228,0.000011252653,0.0000052798437,0.00002089026,0.50128,9.233506e-8,0.49521768,0.00006816943,0.0028983948],"study_design_scores_gemma":[0.00008932142,0.000025981819,0.00004075411,0.0013273801,0.00006291331,0.00002186448,0.00015104278,0.05629393,0.0000016065186,0.25760743,0.6836775,0.00070028735],"about_ca_topic_score_codex":0.000011681605,"about_ca_topic_score_gemma":0.000052906882,"teacher_disagreement_score":0.6836093,"about_ca_system_score_codex":0.00007125079,"about_ca_system_score_gemma":0.000052872198,"threshold_uncertainty_score":0.99987465},"labels":[],"label_agreement":null},{"id":"W2506877005","doi":"10.4018/978-1-931777-16-2.ch005","title":"Virtual Transactional and Relational Exchanges","year":2002,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transactional leadership; Linkage (software); Relation (database); Computer science; Transactional analysis; Knowledge management; Relational database; Psychology; Social psychology; Data mining","score_opus":0.022414914694220592,"score_gpt":0.21538163336174676,"score_spread":0.19296671866752618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2506877005","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012268669,0.00025035636,0.00096828083,0.00037289868,0.00078400935,0.0002358333,0.00010174175,0.00016287097,0.99700135],"genre_scores_gemma":[0.4389517,0.000025692789,0.00024610403,0.003361071,0.0059627127,0.00005045793,0.000072676106,0.00011110704,0.5512185],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871564,0.0000029842167,0.00028617127,0.00037961226,0.00044301813,0.00017258938],"domain_scores_gemma":[0.9993669,0.00003251601,0.00022058714,0.00017033207,0.0001884574,0.000021225955],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006428135,0.00031523948,0.00024444328,0.00014701,0.00016832637,0.00023891017,0.00012319989,0.00025064722,0.0017438863],"category_scores_gemma":[0.0000171688,0.000339557,0.00009309389,0.000031825643,0.0001024675,0.00029001455,0.00007504356,0.00018687404,0.000635369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028402286,0.000006970319,0.00010269835,0.000032667507,0.00005113397,0.000013103161,0.000010395478,0.000022185617,0.0000018471035,0.97956365,0.015201621,0.0049653114],"study_design_scores_gemma":[0.0004855492,0.000015725016,0.00033468084,0.00014267326,0.00011823536,0.000015624397,0.000014117403,0.00028082542,8.508e-7,0.20737807,0.7907465,0.00046710667],"about_ca_topic_score_codex":0.000030702602,"about_ca_topic_score_gemma":0.00010360493,"teacher_disagreement_score":0.77554494,"about_ca_system_score_codex":0.00009574675,"about_ca_system_score_gemma":0.000033869263,"threshold_uncertainty_score":0.99990565},"labels":[],"label_agreement":null},{"id":"W2510598047","doi":"10.4018/ijide.2016100101","title":"Collaborative Business Service Modelling in Knowledge-Intensive Enterprises","year":2016,"lang":"en","type":"article","venue":"International Journal of Innovation in the Digital Economy","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Knowledge management; Service (business); Collaborative network; Conceptual framework; Competitive advantage; Conceptual model; Foundation (evidence); Knowledge sharing; Business; Computer science; Process management; Marketing","score_opus":0.017237035632596844,"score_gpt":0.2535391933738747,"score_spread":0.23630215774127786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510598047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8460817,0.000092999784,0.04918029,0.03649371,0.0025348368,0.00039461604,0.00003067014,0.00002680862,0.06516442],"genre_scores_gemma":[0.99529517,0.0000108867725,0.00007089671,0.0036361236,0.00087114144,0.00001703764,0.000016247657,0.000013347001,0.00006915966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998265,0.000015248721,0.0011991828,0.00014708817,0.00023840005,0.00013508102],"domain_scores_gemma":[0.9886104,0.00023988604,0.0010716806,0.00011319936,0.009959148,0.0000056882805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005692017,0.00014429123,0.00019206952,0.0013711705,0.000029997122,0.0007119259,0.00067229045,0.00004203417,0.000069414134],"category_scores_gemma":[0.0009554932,0.00009588908,0.00003334457,0.0025417514,0.000046779045,0.004452016,0.00010799552,0.00012270451,0.00009239307],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002570104,0.0016610662,0.408802,0.00016982367,0.0005021475,0.00034518391,0.006200543,0.069369696,0.0006802727,0.41111818,0.026176915,0.07240406],"study_design_scores_gemma":[0.0110685015,0.000070663074,0.040318955,0.0030519322,0.00003813767,0.0001715351,0.019152125,0.016519979,0.00040565227,0.13453625,0.77351654,0.0011497365],"about_ca_topic_score_codex":0.000024439529,"about_ca_topic_score_gemma":0.000067272966,"teacher_disagreement_score":0.7473396,"about_ca_system_score_codex":0.00019732998,"about_ca_system_score_gemma":0.00017289395,"threshold_uncertainty_score":0.68651175},"labels":[],"label_agreement":null},{"id":"W2522858204","doi":"10.1108/sd-05-2016-0074","title":"Designing future enterprises: aligning enterprise design with business strategy","year":2016,"lang":"en","type":"article","venue":"Strategic Direction","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Standardization; Originality; Consolidation (business); Process management; Identification (biology); Knowledge management; Context (archaeology); Strategic management; Computer science; Enterprise architecture; Business; Marketing; Sociology","score_opus":0.021237232887335672,"score_gpt":0.2246783766291228,"score_spread":0.20344114374178712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522858204","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08905413,0.00025099007,0.81615657,0.0013756695,0.003073341,0.0011860916,0.000008937292,0.0015302532,0.087364025],"genre_scores_gemma":[0.9948499,0.00005597259,0.0012218523,0.00025034658,0.002552725,0.00013296121,0.00001706054,0.00007103995,0.0008481096],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.998051,0.00005696004,0.00040239887,0.00059807027,0.00043230972,0.0004592949],"domain_scores_gemma":[0.99852717,0.000092549904,0.0003887002,0.0003366216,0.00062095275,0.000033989872],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038187025,0.00039310294,0.0002836201,0.00041993734,0.00033245693,0.00082226266,0.0002666345,0.00012033801,0.00049256557],"category_scores_gemma":[0.00005094074,0.00026524384,0.00006314854,0.0013840811,0.000087877845,0.0026328145,0.000062775995,0.000121384364,0.00027430785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009767724,0.0024442354,0.14325847,0.0017281462,0.0015370668,0.0009068294,0.001232122,0.030792832,0.3541546,0.10079012,0.05520057,0.2981873],"study_design_scores_gemma":[0.05834471,0.0031489395,0.13780837,0.02002684,0.004170497,0.0008686436,0.06713854,0.025140973,0.09135117,0.12668215,0.4407594,0.024559798],"about_ca_topic_score_codex":0.00015494434,"about_ca_topic_score_gemma":0.00009744615,"teacher_disagreement_score":0.9057958,"about_ca_system_score_codex":0.00012674046,"about_ca_system_score_gemma":0.00013023816,"threshold_uncertainty_score":0.99998},"labels":[],"label_agreement":null},{"id":"W2552356796","doi":"","title":"Risk Management Based on ISO 31000","year":2015,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Risk analysis (engineering)","score_opus":0.015043373863850792,"score_gpt":0.22009083612612318,"score_spread":0.20504746226227238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552356796","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15116508,0.13646252,0.0023809394,0.008724587,0.0020702747,0.0025380838,0.000084606385,0.00010069379,0.6964732],"genre_scores_gemma":[0.48987132,0.4970875,0.0017980465,0.0102891065,0.00035559427,0.00006904119,0.000025085576,0.000025967094,0.00047833382],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995064,0.000004458839,0.00023340904,0.00015010174,0.00003293473,0.00007267891],"domain_scores_gemma":[0.9994329,0.0000144465785,0.00028494818,0.00020256628,0.000059898888,0.000005237595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030170172,0.00008063493,0.00018543737,0.000058379996,0.000030109357,0.00004097831,0.00009565461,0.0000142458875,0.000027193215],"category_scores_gemma":[0.000042342195,0.000076615834,0.00003496094,0.00011779802,0.000020312295,0.00018068535,0.000051145456,0.00003070871,0.0000813569],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007320178,0.0001703136,0.01355262,0.0075481115,0.000038059356,0.0000042671313,0.0000124568605,0.009882535,1.7354408e-7,0.5645081,0.08082449,0.3233857],"study_design_scores_gemma":[0.0002935007,0.000010335914,0.0010981173,0.0011582589,0.000026936597,9.9708714e-8,0.0000065747486,0.019525578,0.0000013183522,0.002104323,0.9756796,0.000095406715],"about_ca_topic_score_codex":0.000018513301,"about_ca_topic_score_gemma":0.0000074282425,"teacher_disagreement_score":0.8948551,"about_ca_system_score_codex":0.000017389333,"about_ca_system_score_gemma":0.000012368093,"threshold_uncertainty_score":0.3124303},"labels":[],"label_agreement":null},{"id":"W2558755275","doi":"10.4018/jeco.2017010104","title":"Managing Changes in Service Oriented Virtual Organizations","year":2016,"lang":"en","type":"article","venue":"Journal of Electronic Commerce in Organizations","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Process management; Change management (ITSM); Process (computing); Change control; Computer science; Business process; Service (business); Knowledge management; Virtual organization; Business process management; Control (management); Business; Work in process","score_opus":0.006165661218007337,"score_gpt":0.2244544059464622,"score_spread":0.2182887447284549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558755275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7904947,0.00020847651,0.068515934,0.13750288,0.00090740796,0.00042046348,0.0000064354267,0.0001171599,0.0018265459],"genre_scores_gemma":[0.99663174,0.00015024653,0.000051294996,0.0023851106,0.000446685,0.0000045966112,0.000010644416,0.000045609773,0.00027408372],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867433,0.000034173423,0.0005486199,0.00015501522,0.00025234767,0.0003354884],"domain_scores_gemma":[0.99773616,0.00014904844,0.00041580267,0.00019355347,0.0014879735,0.000017452707],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033604502,0.00014939255,0.00022216019,0.0010593338,0.000113252776,0.00011065433,0.00036135493,0.00005759415,0.0010334544],"category_scores_gemma":[0.001094755,0.00012534007,0.000019060268,0.007867937,0.00002458908,0.0010913269,0.00013840849,0.00022171417,0.00008486266],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111389796,0.00086911075,0.780345,0.00007395478,0.000100145655,0.00004339222,0.0013921326,0.013315774,0.010931264,0.17499287,0.011055178,0.0067697708],"study_design_scores_gemma":[0.019882144,0.0005015456,0.3464628,0.003050052,0.0004926371,0.00023626703,0.0108407745,0.021360641,0.0030616564,0.029796774,0.5614206,0.0028940828],"about_ca_topic_score_codex":0.000108329295,"about_ca_topic_score_gemma":0.007981487,"teacher_disagreement_score":0.55036545,"about_ca_system_score_codex":0.0004026334,"about_ca_system_score_gemma":0.00026449235,"threshold_uncertainty_score":0.9998797},"labels":[],"label_agreement":null},{"id":"W2567379286","doi":"10.1108/ict-05-2016-0027","title":"The challenges of organizational agility (part 1)","year":2017,"lang":"en","type":"article","venue":"Industrial and Commercial Training","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":168,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Agile software development; Mindset; Competitive advantage; Knowledge management; Context (archaeology); Dynamic capabilities; Business; Process management; Empirical research; Organizational performance; Computer science; Marketing","score_opus":0.17033168831304205,"score_gpt":0.28102187935061723,"score_spread":0.11069019103757519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567379286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7606476,0.00048317798,0.00009866241,0.050850008,0.005015854,0.0004743655,0.000020292595,0.000107718195,0.18230231],"genre_scores_gemma":[0.9963005,0.000035577497,0.0000070557912,0.0001527004,0.0034321137,0.0000060659668,0.0000030869642,0.0000071244453,0.000055778808],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994111,0.000012648234,0.00020035975,0.0001152153,0.0001482858,0.000112399095],"domain_scores_gemma":[0.9992609,0.00011371261,0.00026774197,0.00020233545,0.00014689937,0.000008425365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043440989,0.00007613729,0.0001209369,0.000029862202,0.0010228414,0.00036464876,0.00026126072,0.000059905335,0.00005670631],"category_scores_gemma":[0.0010389605,0.0000585213,0.000022576138,0.000069439266,0.00018956357,0.0003900291,0.0001723604,0.00010758593,0.0000061874543],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012716056,0.000044220742,0.07914269,0.000018509647,0.000043613054,0.000001603802,0.0004547989,0.000007153316,0.00003742743,0.38553587,0.00473155,0.5298554],"study_design_scores_gemma":[0.0027604094,0.000035522502,0.2126251,0.00018813819,0.000075524906,0.0000018144418,0.004432591,0.00030655708,0.0000965327,0.027166491,0.75191706,0.00039427992],"about_ca_topic_score_codex":0.00011337953,"about_ca_topic_score_gemma":0.00030105203,"teacher_disagreement_score":0.74718547,"about_ca_system_score_codex":0.0000056065714,"about_ca_system_score_gemma":0.000038206337,"threshold_uncertainty_score":0.7866973},"labels":[],"label_agreement":null},{"id":"W2570488171","doi":"","title":"The new development of conceptual framework in China","year":2007,"lang":"en","type":"article","venue":"Accounting","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"China; Computer science; Political science; Law","score_opus":0.010824839809837491,"score_gpt":0.2479393009354289,"score_spread":0.23711446112559142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570488171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95461106,0.00020699562,0.02487251,0.0005632823,0.00077213807,0.0001999796,1.6886558e-7,0.00006494783,0.0187089],"genre_scores_gemma":[0.9958202,0.0000023538867,0.0027766437,0.00039866037,0.000831367,0.0000042029865,0.0000026011126,0.00001445275,0.00014948848],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883497,0.0000035642302,0.0004773694,0.00014664869,0.00026833732,0.0002690927],"domain_scores_gemma":[0.99920434,0.0002189137,0.00029439625,0.00016790685,0.00010746893,0.0000070001493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009745467,0.00010486416,0.00011725536,0.00014771355,0.0002120134,0.00016741375,0.0002820801,0.000053801064,0.00010710377],"category_scores_gemma":[0.00072978064,0.00008457751,0.000025801759,0.00083263963,0.00007435523,0.0005741365,0.00016677812,0.00014794663,0.00007525996],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011159253,0.000093755305,0.6607804,0.00007481832,0.000037765163,0.000008414993,0.0048051015,0.00029086738,0.0009520113,0.1512827,0.007795549,0.17376707],"study_design_scores_gemma":[0.0006561116,0.0000037866378,0.41325554,0.00028731884,0.000013302029,6.3294647e-7,0.008309992,0.00043239348,0.0013839334,0.008236625,0.56705505,0.00036529973],"about_ca_topic_score_codex":0.00020284166,"about_ca_topic_score_gemma":0.0010680243,"teacher_disagreement_score":0.55925953,"about_ca_system_score_codex":0.000038927858,"about_ca_system_score_gemma":0.00007475923,"threshold_uncertainty_score":0.34489706},"labels":[],"label_agreement":null},{"id":"W2583118393","doi":"10.5267/j.jpm.2017.1.004","title":"Project manager selection based on project manager competency model: PCA–MCDM Ap-proach","year":2016,"lang":"en","type":"article","venue":"Journal of Project Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Project manager; Context (archaeology); Multiple-criteria decision analysis; Computer science; Functional manager; Project management; Order (exchange); Selection (genetic algorithm); Basis of estimate; Engineering management; Function (biology); Project stakeholder; Knowledge management; Project management triangle; Process management; Operations research; Business; Project charter; Engineering; Systems engineering; Artificial intelligence","score_opus":0.026125006525494248,"score_gpt":0.26928501145643136,"score_spread":0.24316000493093712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583118393","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03667875,0.00021552455,0.45353267,0.009830967,0.004798496,0.011810481,0.000031078926,0.001206946,0.4818951],"genre_scores_gemma":[0.96251076,0.00016014402,0.016423978,0.0035217784,0.0023830864,0.000409015,0.000018437317,0.00020835915,0.014364448],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957282,0.00011055192,0.0012519634,0.000697626,0.0015128049,0.00069885905],"domain_scores_gemma":[0.99705255,0.00009232558,0.0014669708,0.00060737826,0.00075017667,0.000030583655],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014708755,0.0005927412,0.00060915743,0.0034933237,0.00028733397,0.0006931374,0.0008688677,0.00013081038,0.00016810202],"category_scores_gemma":[0.000153466,0.0004116572,0.00037675258,0.0024380884,0.00008557583,0.0022646969,0.00034214626,0.000354683,0.000155535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042918273,0.0037868686,0.019129122,0.003944899,0.0016643271,0.00073941844,0.00048386748,0.033976085,0.0010550489,0.070708476,0.76462805,0.09559199],"study_design_scores_gemma":[0.011069398,0.0008144046,0.0057089226,0.0024168412,0.0013605523,0.000044560653,0.0016449689,0.24710144,0.00030487505,0.004197613,0.7231193,0.0022170732],"about_ca_topic_score_codex":0.00010323442,"about_ca_topic_score_gemma":0.000051625975,"teacher_disagreement_score":0.92583203,"about_ca_system_score_codex":0.00049071724,"about_ca_system_score_gemma":0.00025173646,"threshold_uncertainty_score":0.9998335},"labels":[],"label_agreement":null},{"id":"W2594852010","doi":"10.5267/j.msl.2017.2.003","title":"Employee satisfaction analysis with human resource index","year":2017,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Index (typography); Human resources; Human resource management; Computer science; Business; Job satisfaction; Resource (disambiguation); Knowledge management; Psychology; Operations management; Social psychology; Management; Economics; World Wide Web","score_opus":0.012055845319483121,"score_gpt":0.24941041959371976,"score_spread":0.23735457427423665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594852010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9103094,0.0000013730875,0.012819392,0.005947785,0.00020760344,0.00032123536,7.174318e-7,0.00017072963,0.07022178],"genre_scores_gemma":[0.99408406,4.845543e-7,0.00022775149,0.0049598315,0.0002487609,0.000035105593,0.0000057516104,0.000013763801,0.00042450867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806017,0.000005996513,0.00019350498,0.0005502772,0.0008367658,0.00035330007],"domain_scores_gemma":[0.99852526,0.0000073079946,0.0003624013,0.0010370844,0.00004907181,0.000018900122],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00052581547,0.00016633031,0.0001561039,0.0011926033,0.002289708,0.003392202,0.0009923012,0.000017892542,0.00016813171],"category_scores_gemma":[0.000028918545,0.0001468997,0.000056705627,0.0018167048,0.0005547221,0.002705639,0.0005145951,0.00008553146,0.00011769632],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012101132,0.0000093584285,0.98507476,0.000021240578,0.00009141932,0.000019174096,0.000021892196,0.00351041,0.00044036863,0.0044571245,0.004636982,0.0017051629],"study_design_scores_gemma":[0.000313706,0.0000043626333,0.9836734,0.000018919776,0.00022725815,2.0524459e-7,0.00019326156,0.0009836819,0.000021389451,0.00010838427,0.014242943,0.00021249345],"about_ca_topic_score_codex":0.00084979885,"about_ca_topic_score_gemma":0.00091404584,"teacher_disagreement_score":0.083774656,"about_ca_system_score_codex":0.000091718306,"about_ca_system_score_gemma":0.000003573305,"threshold_uncertainty_score":0.9990092},"labels":[],"label_agreement":null},{"id":"W2604119440","doi":"10.5267/j.jpm.2017.3.001","title":"Implementation of multi-criteria decision making approach for the team leader selection in IT sector","year":2016,"lang":"en","type":"article","venue":"Journal of Project Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Multiple-criteria decision analysis; Teamwork; Selection (genetic algorithm); Ranking (information retrieval); Team software process; Team composition; Team effectiveness; Computer science; Quality (philosophy); Software; Knowledge management; Team management; Point (geometry); Process (computing); Work (physics); Rank (graph theory); Software development; Operations research; Software development process; Engineering; Artificial intelligence; Mathematics; Management; Economics","score_opus":0.05247284498759571,"score_gpt":0.35603309630323704,"score_spread":0.30356025131564135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604119440","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040040802,0.00008907453,0.9553341,0.00088425283,0.0006818259,0.0018590061,0.0000053044805,0.000019738807,0.0010858893],"genre_scores_gemma":[0.9825027,0.000038140483,0.016418781,0.0002598054,0.0005056613,0.000087157474,0.0000014081052,0.000018867251,0.00016748576],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986683,0.00002218299,0.0006636676,0.00014792584,0.000330037,0.00016789763],"domain_scores_gemma":[0.9986998,0.0001178779,0.0007545583,0.000102484635,0.00032107433,0.000004206974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010607782,0.00011897235,0.00017644222,0.00067022495,0.00008043552,0.00013340364,0.00024116703,0.000028825441,0.00011369325],"category_scores_gemma":[0.000090301255,0.00006975311,0.00009217694,0.0006059641,0.0000204652,0.00086488604,0.00009648884,0.000059574308,0.0000025810627],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002277534,0.0011221984,0.112199984,0.0017944247,0.00068363803,0.000009320965,0.0016246645,0.003989024,0.008246828,0.0047193756,0.21016352,0.6531695],"study_design_scores_gemma":[0.036352646,0.0006911839,0.28213054,0.0035496994,0.0013839871,0.000037131907,0.06923748,0.115678385,0.002878334,0.0031157995,0.48341504,0.0015297793],"about_ca_topic_score_codex":0.00005212399,"about_ca_topic_score_gemma":0.00020857807,"teacher_disagreement_score":0.9424619,"about_ca_system_score_codex":0.00013623497,"about_ca_system_score_gemma":0.00002927148,"threshold_uncertainty_score":0.28444493},"labels":[],"label_agreement":null},{"id":"W2609860473","doi":"10.1061/(asce)is.1943-555x.0000491","title":"Development of Zonal-Specific Semivariograms for a Strategic RWIS Network Optimization: Case Study","year":2019,"lang":"en","type":"article","venue":"Journal of Infrastructure Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Computer science; Environmental science","score_opus":0.018747322669216037,"score_gpt":0.23988315859994763,"score_spread":0.2211358359307316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609860473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93083227,0.0003371634,0.062204104,0.000026755173,0.004318802,0.0012643742,0.000003894796,0.000023331373,0.000989285],"genre_scores_gemma":[0.9854831,0.0000028610712,0.012138556,0.000033877644,0.0022387987,0.000016502743,0.000007756748,0.000026789625,0.000051746894],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979658,0.000024213088,0.0012054943,0.00016441336,0.00044582144,0.0001942626],"domain_scores_gemma":[0.9966683,0.00006594914,0.0017583828,0.00020217498,0.0012833372,0.000021858448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000695977,0.00019555255,0.00046756695,0.00028623405,0.00013163428,0.00036140584,0.00024742362,0.000077437384,0.00018459193],"category_scores_gemma":[0.000025077336,0.00015584708,0.00010482171,0.00071803614,0.000017176562,0.00058066833,0.0000626223,0.00014662903,0.0000058562273],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014444684,0.00009325321,0.033565685,0.00034616035,0.00022923891,0.0001316978,0.00061435637,0.9579576,0.00009788994,0.0011710707,0.005008383,0.0006401976],"study_design_scores_gemma":[0.027655182,0.0014555984,0.013397593,0.003969983,0.0011298012,0.008235602,0.30660844,0.24595174,0.00009442343,0.0025769202,0.385583,0.0033417228],"about_ca_topic_score_codex":0.000026213786,"about_ca_topic_score_gemma":0.000025318006,"teacher_disagreement_score":0.71200585,"about_ca_system_score_codex":0.00008332626,"about_ca_system_score_gemma":0.00015237668,"threshold_uncertainty_score":0.63552594},"labels":[],"label_agreement":null},{"id":"W2615108394","doi":"10.1016/s1474-6670(17)36694-6","title":"Reference Model for a Virtual Enterprise","year":2001,"lang":"en","type":"article","venue":"IFAC Proceedings Volumes","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Computer science; Enterprise modelling; Process management; Enterprise integration; Software engineering; Engineering; Knowledge management; Enterprise software","score_opus":0.026961644470815324,"score_gpt":0.25112547033381655,"score_spread":0.2241638258630012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615108394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8563443,0.0000868,0.069526404,0.002058973,0.00066901324,0.0010428554,0.000021611042,0.00087741716,0.06937266],"genre_scores_gemma":[0.9885889,0.000018403794,0.0012200903,0.0014179139,0.0008136133,0.000231367,0.000020213818,0.00004002415,0.007649444],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987421,7.431002e-7,0.000287361,0.0003782983,0.00025358255,0.00033792964],"domain_scores_gemma":[0.9990008,0.000021427375,0.00020408965,0.0001113751,0.00064227113,0.00002005991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001690664,0.00020345295,0.00019127538,0.00022557241,0.00022568628,0.00062640826,0.00032954442,0.000077889665,0.0001555283],"category_scores_gemma":[0.00030739105,0.00020458526,0.000069451686,0.0004498436,0.00004853622,0.001962861,0.00016082331,0.000096025644,0.00023075788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001190218,0.0005595659,0.2960675,0.00058886217,0.00012531829,0.000007760499,0.001410053,0.0023183045,0.004914964,0.23861904,0.41246417,0.04173424],"study_design_scores_gemma":[0.0008803386,0.00003053495,0.0012814258,0.00008051778,0.000051602656,0.0000030379706,0.00063945807,0.7172806,0.00007845564,0.008471941,0.27077714,0.00042493205],"about_ca_topic_score_codex":0.000039545877,"about_ca_topic_score_gemma":0.000029460123,"teacher_disagreement_score":0.7149623,"about_ca_system_score_codex":0.00004659304,"about_ca_system_score_gemma":0.00003063154,"threshold_uncertainty_score":0.8342745},"labels":[],"label_agreement":null},{"id":"W2619922184","doi":"10.5267/j.msl.2017.5.001","title":"Does organizational agility affect organizational learning capability? Evidence from commercial banking","year":2017,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Agile software development; Organizational learning; Knowledge management; Structural equation modeling; Sample (material); Affect (linguistics); Reliability (semiconductor); Business; Organizational performance; Organizational commitment; Psychology; Process management; Computer science; Social psychology","score_opus":0.014334012256388098,"score_gpt":0.2509274617052375,"score_spread":0.2365934494488494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619922184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94932705,0.0000069643447,0.014694357,0.025575422,0.0024355869,0.00053453527,0.000005132763,0.0002705294,0.0071504028],"genre_scores_gemma":[0.9925213,0.0000044392928,0.0010576238,0.0050142924,0.0011610662,0.000021873126,0.000037136444,0.00002442033,0.00015785726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99725026,0.000032786305,0.00032517608,0.0008191752,0.0011637154,0.00040890597],"domain_scores_gemma":[0.99835014,0.00013176922,0.00045066592,0.00081066217,0.00022880788,0.000027927277],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001225205,0.00023191441,0.00018544061,0.0003284662,0.0032879028,0.003582976,0.0017552485,0.000035227175,0.0017489683],"category_scores_gemma":[0.0019594154,0.00018714095,0.000047448826,0.0010743533,0.0007997987,0.004374147,0.0014724435,0.00017882031,0.0003705624],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014385975,0.000035959674,0.9864458,0.000053428295,0.000017283293,0.000009725997,0.00010655298,0.0011253133,0.0031455837,0.006659747,0.0015422846,0.00084393466],"study_design_scores_gemma":[0.0003165502,0.0000035764847,0.9871834,0.00013228843,0.000049855866,2.0609882e-7,0.00017050121,0.0040142587,0.00037189203,0.0028428691,0.0045763073,0.00033832862],"about_ca_topic_score_codex":0.00053741556,"about_ca_topic_score_gemma":0.00024912856,"teacher_disagreement_score":0.04319422,"about_ca_system_score_codex":0.00021484624,"about_ca_system_score_gemma":0.000026426833,"threshold_uncertainty_score":0.99916357},"labels":[],"label_agreement":null},{"id":"W2625578618","doi":"10.5267/j.uscm.2017.6.006","title":"Analysis of flexibility factors in Sustainable Supply Chain using Total Interpretive Structural Modeling (T-ISM) Technique","year":2017,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Supply chain; Structural equation modeling; Business; Environmental economics; Chain (unit); Sustainable development; Process management; Computer science; Operations management; Marketing; Statistics; Economics; Mathematics","score_opus":0.020379948526326255,"score_gpt":0.28463361848029656,"score_spread":0.2642536699539703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625578618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9394217,0.000044808512,0.052623507,0.0003114563,0.00032293552,0.0020841963,0.000046619076,0.00012655849,0.0050181826],"genre_scores_gemma":[0.99722517,0.000008420135,0.0014692487,0.00012692387,0.00014086165,0.00017222106,0.00013289516,0.000047805144,0.00067643175],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966884,0.000074117066,0.00095321436,0.00088241434,0.00063837395,0.0007634599],"domain_scores_gemma":[0.99733263,0.000080442725,0.00076976395,0.0013427685,0.00043759198,0.00003679456],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013029628,0.00049628434,0.00079226005,0.0023444109,0.0005789757,0.00073416997,0.0010520475,0.00014289573,0.00051703985],"category_scores_gemma":[0.00045893522,0.00049130974,0.00030922255,0.0017981795,0.00020808556,0.0017446586,0.0014101118,0.00026010748,0.0000043010655],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021925688,0.00012867592,0.40831083,0.0005953472,0.0006509889,0.0000774603,0.0011073662,0.55861205,0.00025043203,0.029385462,0.00007923246,0.0005829098],"study_design_scores_gemma":[0.0006171835,0.00001947792,0.03440352,0.00026116302,0.00054199906,4.366524e-7,0.01294725,0.94705456,0.00015381015,0.0031361517,0.0002896501,0.000574815],"about_ca_topic_score_codex":0.015168067,"about_ca_topic_score_gemma":0.0014800247,"teacher_disagreement_score":0.38844252,"about_ca_system_score_codex":0.0007958039,"about_ca_system_score_gemma":0.000055004406,"threshold_uncertainty_score":0.99975383},"labels":[],"label_agreement":null},{"id":"W2626037827","doi":"","title":"Custom Enterprise.com","year":2000,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Personalization; Computer science; The Internet; Product (mathematics); Scale (ratio); Customer service; Customer value; Service (business); World Wide Web; Lever; Value (mathematics); Telecommunications; Business; Marketing; Law; Engineering","score_opus":0.010459021796606134,"score_gpt":0.2239516519841566,"score_spread":0.21349263018755046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626037827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95804423,0.0005646543,0.0020565332,0.0050705844,0.00045193316,0.000070242735,6.43565e-7,0.000029979052,0.033711206],"genre_scores_gemma":[0.9931015,0.00012991915,0.00002615386,0.0038195397,0.00063577463,7.922155e-7,7.6608507e-7,0.000012406453,0.002273176],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992572,0.00003201193,0.0003278516,0.000065037566,0.00019407939,0.00012380938],"domain_scores_gemma":[0.9993631,0.000097249984,0.00026305727,0.00013536129,0.00013084858,0.000010334504],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049530866,0.00010725515,0.00015195858,0.00010808512,0.000096170195,0.0002610335,0.00037468848,0.000026651449,0.0019117253],"category_scores_gemma":[0.000035647685,0.00006990124,0.000054017502,0.00017064772,0.00005842208,0.00050764286,0.00008790636,0.00021921413,0.000107006854],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016312768,0.00032153504,0.067339696,0.00014796518,0.0003406025,0.000058366815,0.0043077674,0.001485489,0.0004978285,0.0075326418,0.39407077,0.5222661],"study_design_scores_gemma":[0.0010769453,0.00007182178,0.009743168,0.00052499585,0.00016572168,0.0001948377,0.0008609729,0.0058988165,0.00010209785,0.0027589563,0.978342,0.00025968914],"about_ca_topic_score_codex":0.00014399445,"about_ca_topic_score_gemma":0.000022665838,"teacher_disagreement_score":0.5842712,"about_ca_system_score_codex":0.000016746411,"about_ca_system_score_gemma":0.00000877422,"threshold_uncertainty_score":0.99900067},"labels":[],"label_agreement":null},{"id":"W2626443163","doi":"","title":"Digital connector : Montreal's powerful aerospace cluster sets its sights on transforming its suppliers into digital companies","year":2017,"lang":"en","type":"article","venue":"Aviation week & space technology","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aerospace; Sight; Aeronautics; Business; Cluster (spacecraft); Telecommunications; Engineering; Manufacturing engineering; Architectural engineering; Advertising; Aerospace engineering; Computer science; Operating system","score_opus":0.010172012354887286,"score_gpt":0.2351132722287385,"score_spread":0.22494125987385122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626443163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91019434,0.000089115834,0.0028970174,0.04524832,0.0009955048,0.0010722155,0.000067683235,0.0010893431,0.038346473],"genre_scores_gemma":[0.9962578,0.00001046773,0.00004248822,0.00039620514,0.00026153223,0.000054076863,0.00013928972,0.00005661509,0.002781529],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824804,0.000005919914,0.00037513007,0.0005569069,0.00036576472,0.000448227],"domain_scores_gemma":[0.99825984,0.00009523763,0.00055677857,0.0006598802,0.00039683163,0.00003143981],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009863129,0.00037673314,0.00037526552,0.0007814368,0.0007318293,0.002062799,0.000688094,0.00027653208,0.00011583276],"category_scores_gemma":[0.0006741897,0.00036985872,0.00009458288,0.0005236755,0.00019382325,0.004529648,0.000280342,0.00026868147,0.0018548727],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019270176,0.0024131478,0.2313686,0.0009843336,0.0007599892,0.00025898573,0.003942244,0.0024719543,0.010872418,0.5418429,0.093327746,0.10983069],"study_design_scores_gemma":[0.013193891,0.0008148335,0.041186024,0.0008400424,0.00034858566,0.00004018896,0.009334867,0.022411818,0.014281152,0.04438947,0.8486735,0.004485577],"about_ca_topic_score_codex":0.000052508567,"about_ca_topic_score_gemma":0.00079476915,"teacher_disagreement_score":0.7553458,"about_ca_system_score_codex":0.00013143467,"about_ca_system_score_gemma":0.00003718062,"threshold_uncertainty_score":0.9998753},"labels":[],"label_agreement":null},{"id":"W2634259625","doi":"10.5539/ibr.v10n7p67","title":"Construction of a Strategic Business Process Reengineering Model: Empirical Research on the After-sale Service Process of SH","year":2017,"lang":"en","type":"article","venue":"International Business Research","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business process reengineering; Business; Process management; Competitive advantage; Process (computing); Service (business); Business process; Strategic management; Marketing; Industrial organization; Knowledge management; Computer science; Work in process","score_opus":0.1973387469647294,"score_gpt":0.4393236875553881,"score_spread":0.2419849405906587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2634259625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9626051,0.000023604009,0.0008711241,0.012766195,0.00044568244,0.00056847074,0.000030624018,0.000044230994,0.02264495],"genre_scores_gemma":[0.99856824,0.000019213856,0.00008329705,0.0000908609,0.0007257627,0.00028140083,0.000024766972,0.00004095692,0.00016549321],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99601114,0.000055618846,0.00051889406,0.0004466552,0.0025598796,0.00040782287],"domain_scores_gemma":[0.9783788,0.00033752387,0.00035783916,0.00074031187,0.020163098,0.000022476419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019785585,0.0001926414,0.00025246612,0.0010660132,0.00053495,0.0008301208,0.0019027968,0.000117117335,0.00028156792],"category_scores_gemma":[0.0023958914,0.00015282903,0.000044827837,0.0027470412,0.0006268064,0.0015354786,0.0005880893,0.00053173443,0.000059035563],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008297202,0.0029946617,0.34115404,0.012207962,0.0005821311,0.00013685269,0.002093256,0.4538549,0.010894117,0.15907834,0.004420408,0.004286137],"study_design_scores_gemma":[0.002594444,0.00006583216,0.33682126,0.004054349,0.000050048344,0.000019413808,0.0069056507,0.53547245,0.0056285895,0.10493461,0.0025585091,0.0008948286],"about_ca_topic_score_codex":0.0006267486,"about_ca_topic_score_gemma":0.0002579041,"teacher_disagreement_score":0.08161756,"about_ca_system_score_codex":0.00009695194,"about_ca_system_score_gemma":0.00045468725,"threshold_uncertainty_score":0.8004874},"labels":[],"label_agreement":null},{"id":"W269484989","doi":"","title":"The Super-cycle Mechanism and Model of Enterprise Expansion MÉCANISME DE SUPER-CYCLE ET MODÈLE D'EXPANSION DE L'ENTREPRISE","year":2007,"lang":"fr","type":"article","venue":"Canadian social science","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Management; Philosophy; Economics","score_opus":0.012606797441077731,"score_gpt":0.24108477783436993,"score_spread":0.2284779803932922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W269484989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96288294,0.0008528349,0.015198983,0.008328143,0.0010006712,0.00046711674,0.000049058228,0.00006387313,0.011156374],"genre_scores_gemma":[0.9957627,0.00025445735,0.0006066134,0.0023020187,0.00033879027,0.000014042846,0.0000036662125,0.000038585487,0.0006791258],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99723923,0.00005587221,0.0004299443,0.0005032351,0.0005963297,0.0011753673],"domain_scores_gemma":[0.99854714,0.00014176502,0.00019137481,0.00031768373,0.0005128015,0.00028923573],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0027575106,0.00024626698,0.000229163,0.00035104237,0.0019773345,0.0007509262,0.0006705718,0.00017682897,0.0000977338],"category_scores_gemma":[0.0005465625,0.00025046535,0.000086463944,0.0012762522,0.0010051088,0.0016878794,0.00028806578,0.00023949532,0.00002634981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017224782,0.00028475584,0.066739276,0.00033167485,0.00005080204,0.00010199995,0.026249958,0.0037226242,0.09319392,0.7346856,0.008481952,0.065985195],"study_design_scores_gemma":[0.0024220366,0.000093657836,0.021518685,0.00072186306,0.00029087652,0.000021880487,0.059673786,0.72692794,0.010799713,0.1249966,0.050580807,0.0019521238],"about_ca_topic_score_codex":0.04763517,"about_ca_topic_score_gemma":0.09484338,"teacher_disagreement_score":0.7232053,"about_ca_system_score_codex":0.0010019327,"about_ca_system_score_gemma":0.001865085,"threshold_uncertainty_score":0.99999475},"labels":[],"label_agreement":null},{"id":"W273616493","doi":"","title":"Study on New Product Development: Based on the Process Innovation of Organization/ETUDE DU DEVELOPPEMEMNT DE NOUVEAU PRODUIT : BASÉE SUR LE PROCESSUS D'INNOVATION DE L'ORGANISATION","year":2007,"lang":"en","type":"article","venue":"Canadian social science","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"New product development; Humanities; Business; Political science; Business administration; Philosophy; Marketing","score_opus":0.034788995908501055,"score_gpt":0.24601036946664,"score_spread":0.21122137355813897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W273616493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820983,0.0000010594532,0.004732022,0.005240697,0.00018011864,0.00095503987,0.0000014909283,0.00006553137,0.006725753],"genre_scores_gemma":[0.9965144,6.803662e-8,0.00018254702,0.0026987735,0.00046899382,0.000026272448,0.000023135795,0.000021688982,0.000064143846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982041,0.0000146957855,0.00041003048,0.00034741109,0.00064116425,0.00038261036],"domain_scores_gemma":[0.996678,0.00003779479,0.0003801398,0.00015656203,0.0027173103,0.000030176723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024699015,0.00014544242,0.00010796601,0.00096352206,0.0011906421,0.0003195262,0.00047042727,0.00004314923,0.000048729005],"category_scores_gemma":[0.0036519475,0.00013466223,0.00000728056,0.014012493,0.00011719152,0.0007364253,0.00003431317,0.00010714591,0.000016555307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047157922,0.0003736892,0.8950141,0.00010357012,0.000016595412,0.0000055414325,0.022331266,0.000618306,0.0056619593,0.06250231,0.0030827639,0.010242737],"study_design_scores_gemma":[0.0007510401,0.00003555986,0.9426111,0.00007304511,0.000019534622,6.838016e-7,0.014578778,0.0004567167,0.032888632,0.0006656542,0.007473666,0.00044558704],"about_ca_topic_score_codex":0.0024656185,"about_ca_topic_score_gemma":0.011790297,"teacher_disagreement_score":0.061836656,"about_ca_system_score_codex":0.0009298005,"about_ca_system_score_gemma":0.009169154,"threshold_uncertainty_score":0.9964479},"labels":[],"label_agreement":null},{"id":"W2740435938","doi":"10.23977/jeis.2016.11002","title":"Research and application of medical management information technology in tobacco enterprise","year":2016,"lang":"en","type":"article","venue":"Journal of Electronics and Information Science","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information management; Control (management); Data management; Business; Management information systems; Engineering management; Scientific management; Knowledge management; Mechanism (biology); Health management system; Process management; Management system; Information system; Operations management; Computer science; Engineering; Medicine; Database","score_opus":0.00770113729079833,"score_gpt":0.2878318989206372,"score_spread":0.28013076162983885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740435938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9397851,0.00016001891,0.046644747,0.008633177,0.00012030333,0.00026318722,8.5989313e-7,0.000010966807,0.004381606],"genre_scores_gemma":[0.99871516,0.00091461657,0.00016246394,0.000172236,0.000025552825,0.000005754144,5.016492e-7,0.0000010933808,0.0000026299185],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998428,0.000006773996,0.000519063,0.00004894571,0.0008417833,0.00015544343],"domain_scores_gemma":[0.9985643,0.00004576379,0.0004264038,0.00008888228,0.0008582251,0.000016416721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003762773,0.000045535005,0.000087589186,0.0020630672,0.00011712146,0.00017822026,0.0002949415,0.000042069638,0.000011072572],"category_scores_gemma":[0.00048160102,0.000031449905,0.000008494763,0.0017279617,0.00024350233,0.011978214,0.00018807504,0.00015556724,0.000007888129],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006470728,0.000029811375,0.022050785,0.00006666626,0.000004217013,4.106843e-7,0.00021294647,0.000026597565,0.00050519995,0.6302092,0.00022728139,0.34660217],"study_design_scores_gemma":[0.007586349,0.0006196955,0.114303224,0.0012171724,0.00002946861,0.00009837456,0.013206307,0.035259236,0.0034924021,0.09148906,0.7321497,0.0005489843],"about_ca_topic_score_codex":0.000008844929,"about_ca_topic_score_gemma":0.000008827905,"teacher_disagreement_score":0.73192245,"about_ca_system_score_codex":0.00008014483,"about_ca_system_score_gemma":0.00011605259,"threshold_uncertainty_score":0.8683916},"labels":[],"label_agreement":null},{"id":"W2756628822","doi":"10.5539/ibr.v10n10p223","title":"Job Engagement as a Mediator of the Relationship between Organizational Agility and Organizational Performance: A Study on Teaching Hospitals in Egypt","year":2017,"lang":"en","type":"article","venue":"International Business Research","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Originality; Psychology; Competitive advantage; Management; Business administration; Business; Marketing; Social psychology; Creativity; Economics","score_opus":0.07447724334542515,"score_gpt":0.37673772597502736,"score_spread":0.3022604826296022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756628822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844825,0.000007316625,0.00005720212,0.0056897197,0.0004649618,0.0006388347,0.000014293818,0.000020699688,0.008624423],"genre_scores_gemma":[0.9986596,0.000004016578,0.000028289121,0.0000852797,0.0007571968,0.000054763026,0.000039773306,0.000023834327,0.0003472573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973603,0.00012488267,0.00042459925,0.0003383837,0.0015624793,0.00018935418],"domain_scores_gemma":[0.99656624,0.0007136115,0.00029776682,0.00044963803,0.0019566363,0.000016133272],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0023461648,0.00013788158,0.00015945164,0.0005772443,0.0010492539,0.00065913866,0.0009776453,0.000059642523,0.00032044476],"category_scores_gemma":[0.019967334,0.00011334373,0.000020986532,0.00080643286,0.00021395208,0.0011602121,0.0010711664,0.00047416083,0.00009790382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038975555,0.00018906884,0.98265654,0.000043717362,0.000024129686,0.000002187215,0.00023787322,0.00009544977,0.0000386894,0.01617075,0.00033519423,0.00016745529],"study_design_scores_gemma":[0.0007677887,0.000015161954,0.99286836,0.0001291991,0.000008324248,5.076385e-7,0.0003910874,0.00018542817,0.000038584363,0.0050314674,0.00045958793,0.00010447707],"about_ca_topic_score_codex":0.00031411168,"about_ca_topic_score_gemma":0.00009497941,"teacher_disagreement_score":0.017621169,"about_ca_system_score_codex":0.00015697745,"about_ca_system_score_gemma":0.00018607023,"threshold_uncertainty_score":0.9882879},"labels":[],"label_agreement":null},{"id":"W2776478282","doi":"10.5539/ass.v14n1p54","title":"Inter-enterprise Collaborative Management for Patent Resources Based on Multi-agent","year":2017,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Anyang Normal University","keywords":"Patent analysis; Function (biology); Knowledge management; Business; Computer science; Process management; Data science","score_opus":0.03329422040855861,"score_gpt":0.29288744337208655,"score_spread":0.25959322296352794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2776478282","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025421802,0.00001514957,0.05171389,0.012792941,0.004024836,0.003093874,0.00006936549,0.00032364376,0.9025445],"genre_scores_gemma":[0.9956442,0.0000012043798,0.0010541686,0.0017119572,0.0006171667,0.00020647452,0.000006590284,0.00001824499,0.00073995756],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831253,0.000012226515,0.00023579571,0.0005092256,0.00053700845,0.00039318978],"domain_scores_gemma":[0.9986561,0.000022610619,0.0004224575,0.0004422219,0.00042731327,0.000029273122],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006125579,0.00018488363,0.00016604831,0.0002696051,0.0030606326,0.0022255944,0.0011070971,0.000040784456,0.00006944977],"category_scores_gemma":[0.00029442526,0.00017241234,0.00008163113,0.0005569809,0.00054778776,0.0011725691,0.00038313304,0.00007363169,0.000119807584],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012311534,0.0019549225,0.055619225,0.0005447161,0.00013818333,0.00009166294,0.0077282134,0.00018639592,0.0010921973,0.1446654,0.0577233,0.72902465],"study_design_scores_gemma":[0.005288573,0.00012999367,0.26982784,0.0003612017,0.00012266792,2.2731702e-7,0.015246383,0.01902558,0.0004384291,0.00196878,0.6864625,0.001127775],"about_ca_topic_score_codex":0.00004841189,"about_ca_topic_score_gemma":0.00008649493,"teacher_disagreement_score":0.9702224,"about_ca_system_score_codex":0.00017194542,"about_ca_system_score_gemma":0.000052241954,"threshold_uncertainty_score":0.9988102},"labels":[],"label_agreement":null},{"id":"W2777972703","doi":"10.5539/ibr.v11n1p184","title":"The Mediating Role of Organizational Identification in the Relationship between Quality of Work Life and Organizational Agility: A Study on Menoufia University Hospitals","year":2017,"lang":"en","type":"article","venue":"International Business Research","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Identification (biology); Quality (philosophy); Work (physics); Psychology; Operations management; Engineering","score_opus":0.08910696217100571,"score_gpt":0.37157861427853683,"score_spread":0.2824716521075311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777972703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99015874,0.00002046205,0.0001550015,0.007029173,0.0001516761,0.00046693193,0.000029722089,0.000010371353,0.001977925],"genre_scores_gemma":[0.9994321,0.0000069888324,0.000015248639,0.0000226313,0.00031813746,0.000010519525,0.00008460754,0.000010527929,0.00009925206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762076,0.00020132978,0.0004797286,0.00023404638,0.0013368295,0.00012730225],"domain_scores_gemma":[0.993078,0.002701776,0.00060177187,0.00043287923,0.0031744502,0.000011149601],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003651737,0.00008864785,0.00013672128,0.00035771957,0.00087944843,0.0005100867,0.0010430762,0.000046639187,0.000037948554],"category_scores_gemma":[0.024606284,0.00006877276,0.000018836747,0.0014012012,0.00030761125,0.00074963825,0.00042334033,0.00019631977,0.00001592511],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007352203,0.0001376031,0.95589125,0.000020072652,0.000027009939,5.923179e-7,0.0004637766,0.00006270679,0.00010189934,0.042956658,0.00009357325,0.0001713306],"study_design_scores_gemma":[0.00041933398,0.000006505067,0.9867311,0.000032454634,0.0000072133084,7.40569e-8,0.00396607,0.000060766357,0.000018166926,0.008433751,0.00026468956,0.000059880345],"about_ca_topic_score_codex":0.0005790639,"about_ca_topic_score_gemma":0.00022867521,"teacher_disagreement_score":0.034522906,"about_ca_system_score_codex":0.000071961724,"about_ca_system_score_gemma":0.0001289329,"threshold_uncertainty_score":0.98360986},"labels":[],"label_agreement":null},{"id":"W2781463573","doi":"10.4018/978-1-59140-575-7.ch124","title":"Telework and the Canadian Environment","year":2005,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Information and Communications Technology; Business; Information technology; Public relations; Knowledge management; Political science; Computer science; World Wide Web","score_opus":0.008733574287143567,"score_gpt":0.18997399471653867,"score_spread":0.1812404204293951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781463573","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000035957448,0.0005047734,0.00002298108,0.001782348,0.00037057616,0.00046703,0.000030333285,0.00005545579,0.99673057],"genre_scores_gemma":[0.6995388,0.000031645915,0.00012145764,0.016653158,0.005710775,0.00006484957,0.000018289376,0.00008969191,0.2777713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989116,0.000004044244,0.00024804423,0.00030278927,0.0002909345,0.00024256205],"domain_scores_gemma":[0.99935156,0.000022014216,0.00019382675,0.00034780343,0.000050327606,0.000034443783],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013575374,0.0002909175,0.00024735535,0.00008656388,0.0003344347,0.0005583948,0.00025407557,0.00019730539,0.0005287991],"category_scores_gemma":[0.00001901861,0.00022864206,0.00008086487,0.00001847816,0.0002390039,0.000101098296,0.0001849154,0.00019526249,0.001052015],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022572478,0.0000013907809,0.00010297356,0.000012501139,0.000036995945,0.000012246218,0.00000928766,0.000017159698,7.494566e-8,0.97784936,0.015294113,0.0066412934],"study_design_scores_gemma":[0.00038549362,0.0000018549043,0.00009345829,0.000050871513,0.0000808328,0.0000033293459,0.000007371292,0.000040040224,1.3242727e-7,0.15497695,0.84414285,0.00021679407],"about_ca_topic_score_codex":0.027706055,"about_ca_topic_score_gemma":0.26542395,"teacher_disagreement_score":0.8288488,"about_ca_system_score_codex":0.00031083106,"about_ca_system_score_gemma":0.000109281704,"threshold_uncertainty_score":0.99972576},"labels":[],"label_agreement":null},{"id":"W2786746984","doi":"10.4018/978-1-59904-885-7.ch098","title":"The ISSAAC Model of Virtual Organization","year":2008,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Government (linguistics); Virtual organization; Character (mathematics); Axiom; Public relations; Business; Knowledge management; Political science; Computer science; Linguistics; Mathematics","score_opus":0.014537761274003897,"score_gpt":0.2085535402555916,"score_spread":0.19401577898158773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786746984","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031476637,0.00010871873,0.0020459222,0.00013592518,0.0005722684,0.00028514827,0.000043502438,0.00013063065,0.9963631],"genre_scores_gemma":[0.80774975,0.000037549304,0.00007566413,0.0013096366,0.0013791558,0.000010388615,0.00003317689,0.00010075707,0.18930389],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874353,0.0000028950656,0.00040620688,0.0002472488,0.00043909633,0.00016100571],"domain_scores_gemma":[0.99835396,0.000026354704,0.0004915415,0.00038374896,0.00073347177,0.000010916427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000073612384,0.00026056022,0.00024264219,0.00007162418,0.00025940893,0.00017808948,0.00037670374,0.00018198388,0.00006354314],"category_scores_gemma":[0.000093934,0.00021688157,0.00008396211,0.00007115192,0.00013642755,0.00016773821,0.00024987845,0.000120809396,0.00026591265],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016851025,0.0000053661265,0.00008461549,0.000019813171,0.000036353256,0.0000027853064,0.000015731106,0.00079044705,0.000014692142,0.95334804,0.044381123,0.0012841884],"study_design_scores_gemma":[0.0009717695,0.00003388997,0.000088702065,0.00034704286,0.00031247814,0.000009924836,0.00008685417,0.008278643,0.00009605327,0.32688662,0.6617249,0.0011631316],"about_ca_topic_score_codex":0.000046054796,"about_ca_topic_score_gemma":0.000103207356,"teacher_disagreement_score":0.80743504,"about_ca_system_score_codex":0.00008912909,"about_ca_system_score_gemma":0.00013814287,"threshold_uncertainty_score":0.88441736},"labels":[],"label_agreement":null},{"id":"W2788001666","doi":"","title":"The importance of social interaction in the co-working spaces of Boston USA and London UK.","year":2017,"lang":"en","type":"article","venue":"Research Open (London South Bank University)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Studio; Sociology; The Internet; Social media; Space (punctuation); Media studies; Public relations; Engineering; Computer science; Political science; World Wide Web; Telecommunications","score_opus":0.08053433255509554,"score_gpt":0.3542229160898399,"score_spread":0.27368858353474435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788001666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9092835,0.000034625296,0.000018643628,0.0019246178,0.00008269275,0.00050449866,0.000004379663,0.000004382894,0.08814263],"genre_scores_gemma":[0.99854785,0.000053764175,0.000008549108,0.000031801028,0.00011497519,0.0000025340876,0.0000040359587,0.000006334907,0.001230149],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888974,0.000118958924,0.00016880847,0.00019235624,0.00041828724,0.0002118303],"domain_scores_gemma":[0.9986263,0.0002772987,0.0004201909,0.00035678258,0.0003109782,0.0000084306375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017352786,0.00008089599,0.00014973506,0.0003188161,0.0012586309,0.0010035029,0.0012866714,0.000044000157,0.00008745641],"category_scores_gemma":[0.00039820062,0.000060743943,0.000034936504,0.00055893126,0.00041491704,0.0011286621,0.0009010527,0.00025024422,0.000010536772],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006586465,0.000044378525,0.9441182,0.00006079946,0.00002719869,0.000021845653,0.0015217625,0.00001127831,0.0003106556,0.048651382,0.0023107831,0.0022630836],"study_design_scores_gemma":[0.0023998977,0.000053381962,0.5041516,0.0002575696,0.000037472208,9.394816e-7,0.042805757,0.00047764098,0.00044236673,0.00096164,0.44817373,0.00023800904],"about_ca_topic_score_codex":0.0016161096,"about_ca_topic_score_gemma":0.0060938327,"teacher_disagreement_score":0.44586295,"about_ca_system_score_codex":0.000052798292,"about_ca_system_score_gemma":0.000062030216,"threshold_uncertainty_score":0.9680499},"labels":[],"label_agreement":null},{"id":"W2791269649","doi":"10.5539/ells.v8n1p61","title":"An Analysis of the Differences Between Praise and Flattery by the Co-operative Principle","year":2018,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Flattery; Praise; Feeling; Tact; Key (lock); Psychology; Computer science; Social psychology; Computer security; Developmental psychology","score_opus":0.009749368519373735,"score_gpt":0.29575609992011165,"score_spread":0.2860067314007379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791269649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99389225,0.0042247334,0.000015498152,0.0003746883,0.00015236386,0.00015382914,0.000080232756,0.00002598475,0.0010803945],"genre_scores_gemma":[0.99808526,0.000044103872,0.000009819056,0.0004338133,0.0010991269,0.000014280559,0.000038946884,0.0000058065984,0.0002688673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993715,0.000043095566,0.00015502804,0.00019032296,0.00013966412,0.00010038993],"domain_scores_gemma":[0.9992171,0.00012717154,0.00012281316,0.00020990589,0.0003156427,0.000007395495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018473173,0.0001265073,0.00022760795,0.00009346878,0.00035078812,0.00038896396,0.0001464954,0.00003392423,0.000028921142],"category_scores_gemma":[0.000282976,0.00006160487,0.0000355229,0.00068587705,0.00029651035,0.00048730156,0.00014037953,0.000094930576,5.636664e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020840189,0.000028826293,0.7697303,0.00007382403,0.0009779744,0.000001995105,0.21986555,0.000001937156,0.00027151752,0.0011056932,0.0066543915,0.0012671425],"study_design_scores_gemma":[0.00073648884,0.00009024089,0.6831737,0.00029533982,0.0020069596,6.2427654e-7,0.25215796,0.00046101172,0.00087743095,0.00016779905,0.059526466,0.00050594885],"about_ca_topic_score_codex":0.000032847183,"about_ca_topic_score_gemma":0.00023587259,"teacher_disagreement_score":0.08655658,"about_ca_system_score_codex":0.0000045584334,"about_ca_system_score_gemma":0.000004258512,"threshold_uncertainty_score":0.37507886},"labels":[],"label_agreement":null},{"id":"W2795404493","doi":"10.1109/tsc.2017.2764559","title":"Special Issue on Service-Oriented Collaborative Computing and Applications","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Services Computing","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Special section; Computer science; Focus (optics); Service (business); Collaborative software; Data science; World Wide Web; Engineering","score_opus":0.008311927169383584,"score_gpt":0.24796103573151546,"score_spread":0.23964910856213187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795404493","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2418548,0.00003207239,0.64405555,0.0028871002,0.008347364,0.002460472,0.00007631515,0.0014242461,0.0988621],"genre_scores_gemma":[0.96582794,0.0000042617066,0.0010578008,0.00702697,0.025854144,0.000029346284,0.00001961797,0.000051687985,0.00012822541],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982402,0.00003113264,0.0004396289,0.0005911018,0.00035351067,0.00034445125],"domain_scores_gemma":[0.9982547,0.00016692457,0.00031613235,0.0003498068,0.00087441405,0.000037991573],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002050194,0.00031763045,0.00026947216,0.00042315776,0.0013120993,0.0005152539,0.0002861594,0.000098540666,0.00036696414],"category_scores_gemma":[0.0000040517725,0.00033860316,0.000048977556,0.0023252682,0.00009212663,0.00060954964,0.000019689141,0.00024850204,0.0010835829],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014349229,0.0024550757,0.003981508,0.0023539406,0.00067523756,0.000025562054,0.013354276,0.14755753,0.0016734287,0.018334325,0.012501987,0.7956522],"study_design_scores_gemma":[0.0019669898,0.00014948598,0.0013770182,0.0005414739,0.00014624432,0.0000057891234,0.006029995,0.28390864,0.0015587755,0.00028414282,0.7031226,0.00090884813],"about_ca_topic_score_codex":0.00018578525,"about_ca_topic_score_gemma":0.001136088,"teacher_disagreement_score":0.79474336,"about_ca_system_score_codex":0.000063545485,"about_ca_system_score_gemma":0.000032120224,"threshold_uncertainty_score":0.9999881},"labels":[],"label_agreement":null},{"id":"W2800208985","doi":"10.4018/978-1-59140-556-6.ch087","title":"Teamwork Issues in Virtual Teams","year":2006,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université TÉLUQ; Université du Québec à Montréal","funders":"","keywords":"Teamwork; Productivity; Knowledge management; Quality (philosophy); Object (grammar); Work (physics); Sociology; Public relations; Management; Engineering; Political science; Computer science; Epistemology; Economics; Artificial intelligence; Economic growth","score_opus":0.008538343102643382,"score_gpt":0.22911061837737226,"score_spread":0.2205722752747289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800208985","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003875297,0.00031399852,0.00011403643,0.00021799403,0.0011934161,0.0004419725,0.000040145896,0.00030396224,0.9969869],"genre_scores_gemma":[0.43879473,0.0000050907524,0.00008146073,0.0023677908,0.006088056,0.000047869402,0.00007641055,0.00009910456,0.5524395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980353,0.000005386141,0.0005733564,0.0005388002,0.00049397675,0.00035317548],"domain_scores_gemma":[0.99896556,0.000023938801,0.0003622833,0.00044972388,0.00018161735,0.000016855936],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013184064,0.0004975055,0.0004908459,0.00026696522,0.00009928303,0.00049988047,0.00042031182,0.00036323018,0.00032365418],"category_scores_gemma":[0.000043084492,0.0005275415,0.00014792978,0.00009346602,0.00009583327,0.00027700592,0.0003152799,0.0002935967,0.0010739792],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032221542,0.000016171656,0.00095713174,0.00003906053,0.000021735983,0.00006352879,0.00000767126,0.00015037414,0.0000023149987,0.8453256,0.15035963,0.003024588],"study_design_scores_gemma":[0.0004147003,0.000011849241,0.0001920946,0.0003752765,0.000047360078,0.0000021451654,0.000031296513,0.00006723265,0.000002561177,0.1937324,0.80456924,0.0005538249],"about_ca_topic_score_codex":0.0013878719,"about_ca_topic_score_gemma":0.0022755684,"teacher_disagreement_score":0.6542096,"about_ca_system_score_codex":0.00028697966,"about_ca_system_score_gemma":0.00008677812,"threshold_uncertainty_score":0.9997176},"labels":[],"label_agreement":null},{"id":"W2808495966","doi":"10.1522/revueot.v26i1-2.203","title":"Cohabitation de la structure organisationnelle fonctionnelle avec la structure dite de « projet » : identification des meilleures pratiques de gestion","year":2017,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.009514967794936418,"score_gpt":0.24667555265247304,"score_spread":0.23716058485753663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808495966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9144709,0.001059156,0.04742237,0.031422056,0.0015218103,0.0011781533,0.0003162917,0.0004565271,0.002152735],"genre_scores_gemma":[0.9799983,0.0002841118,0.00948693,0.00026918322,0.0031328797,0.00009447527,0.00048670443,0.00014462526,0.006102816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99707264,0.00056407845,0.0007732595,0.00065328844,0.0003785373,0.000558191],"domain_scores_gemma":[0.9964316,0.00047292406,0.0012305244,0.00089992926,0.00088098604,0.0000840627],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009707934,0.0004934577,0.0003575887,0.0004292785,0.0032919478,0.00514637,0.0007061422,0.000669025,0.0013562681],"category_scores_gemma":[0.0048693153,0.0005797616,0.000119968696,0.00051664625,0.00074461784,0.004207617,0.00023295535,0.0005680266,0.000055998888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097399665,0.0005196226,0.696533,0.0024894702,0.0003116782,0.000045709694,0.040725205,0.0074016578,0.12149458,0.04314782,0.05842536,0.028808484],"study_design_scores_gemma":[0.0009923102,0.000040696254,0.74186975,0.0009280768,0.0005618866,0.0001765542,0.0030617467,0.0129330605,0.011068179,0.0931979,0.13436429,0.0008055482],"about_ca_topic_score_codex":0.0072650253,"about_ca_topic_score_gemma":0.012370286,"teacher_disagreement_score":0.110426396,"about_ca_system_score_codex":0.0022615697,"about_ca_system_score_gemma":0.001170987,"threshold_uncertainty_score":0.9996654},"labels":[],"label_agreement":null},{"id":"W28449923","doi":"10.1016/j.ijpharm.2016.11.032","title":"Realizing associated evolution courses: The co-evolution in the artificial world of manufacturing","year":2010,"lang":"en","type":"article","venue":"International Conference on Evolutionary Computation","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science; Manufacturing engineering; Artificial intelligence; Engineering","score_opus":0.0327169371316274,"score_gpt":0.2972715094677815,"score_spread":0.26455457233615415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W28449923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8749761,0.000020489028,0.027740233,0.013723592,0.0033943162,0.00095133827,0.000060458686,0.00016983128,0.07896362],"genre_scores_gemma":[0.99829024,0.0000016913823,0.0000916608,0.0003899727,0.0007745321,0.000055371554,0.00029095652,0.000013184433,0.00009237961],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99810255,0.00008299458,0.0005276666,0.00027376116,0.0008187002,0.00019431965],"domain_scores_gemma":[0.9983545,0.0002793307,0.00054580194,0.00019678845,0.0006147758,0.000008806474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007916275,0.00017300106,0.00014218557,0.00060531165,0.00028857208,0.00024418216,0.0005386127,0.00007558882,0.00021103062],"category_scores_gemma":[0.00033221103,0.00013375237,0.00007453314,0.00063025864,0.000162663,0.0008713703,0.00006576422,0.00040854316,0.0000943669],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015452468,0.00035135518,0.023566399,0.000015544965,0.000037143916,0.000004063211,0.00017546391,0.030831248,0.0021581023,0.93635386,0.004623194,0.0017291122],"study_design_scores_gemma":[0.0006046923,0.000027374086,0.55223244,0.00013407724,0.000030778774,0.000005295861,0.0017625634,0.32051343,0.00014904229,0.1217329,0.002542821,0.00026460463],"about_ca_topic_score_codex":0.0007356864,"about_ca_topic_score_gemma":0.0028911633,"teacher_disagreement_score":0.814621,"about_ca_system_score_codex":0.00025031334,"about_ca_system_score_gemma":0.00011855178,"threshold_uncertainty_score":0.5454263},"labels":[],"label_agreement":null},{"id":"W2890255973","doi":"10.4018/978-1-5225-5718-0.ch001","title":"A Framework and Architecture for Performance Management in Virtual Organizations","year":2018,"lang":"en","type":"book-chapter","venue":"Advances in business strategy and competitive advantage book series","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Ottawa; IBM (Canada)","funders":"","keywords":"Architecture; Virtual organization; IBM; Knowledge management; Computer science; Process (computing); Process management; Business process; Engineering; Work in process; Operations management","score_opus":0.006545864926874515,"score_gpt":0.23193500962204514,"score_spread":0.22538914469517063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890255973","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019289107,0.013253238,0.03346172,0.00079984317,0.001020014,0.0028006837,0.00017609182,0.00022221723,0.9463373],"genre_scores_gemma":[0.20851521,0.28307945,0.017124265,0.0068955654,0.006225643,0.0018212806,0.002293875,0.0009999279,0.47304478],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984711,0.0000069634207,0.00044264804,0.0006104692,0.00017721571,0.00029159617],"domain_scores_gemma":[0.9989453,0.000120353965,0.00028209185,0.00021989635,0.00041588064,0.000016500013],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000097821634,0.00047446915,0.0004600814,0.0005206412,0.00021910726,0.00024354919,0.00018539371,0.00017812941,0.0003490831],"category_scores_gemma":[0.00005626704,0.00048610233,0.000024986912,0.00036078412,0.0004869611,0.0031107983,0.00024609477,0.0002565284,0.000016969683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031796287,0.00002737915,0.0010630101,0.0009096961,0.000026507969,0.000031351716,0.00009405548,0.00089724746,0.000002564895,0.98894066,0.00003562141,0.007653939],"study_design_scores_gemma":[0.0007628943,0.00007494476,0.0013801926,0.0018881329,0.000059704278,0.000010454395,0.0012511881,0.000085477855,0.0000066899206,0.13510363,0.85871196,0.0006647264],"about_ca_topic_score_codex":0.000003814325,"about_ca_topic_score_gemma":0.0006205041,"teacher_disagreement_score":0.8586764,"about_ca_system_score_codex":0.0000444003,"about_ca_system_score_gemma":0.000041386265,"threshold_uncertainty_score":0.9997591},"labels":[],"label_agreement":null},{"id":"W2896431997","doi":"10.25316/ir-977","title":"Improving internal communication in an organization with a distributed workforce","year":2018,"lang":"en","type":"article","venue":"VIURRSpace (Vancouver Island University)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Royal Roads University","keywords":"Workforce; Business; Internal communications; Knowledge management; Computer science; Marketing; Political science","score_opus":0.007118404042155443,"score_gpt":0.19371770263541246,"score_spread":0.18659929859325702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896431997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47636622,0.000019863986,0.37901786,0.0008635917,0.0008198427,0.00071768987,0.000024048992,0.0005314967,0.14163938],"genre_scores_gemma":[0.99718845,0.0000035810274,0.000267999,0.00013037368,0.00019259896,5.9026235e-7,0.0000134758975,0.000017276223,0.0021856502],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993958,0.000019470432,0.00009032941,0.00020771858,0.00013120474,0.00015550156],"domain_scores_gemma":[0.99908507,0.000018205004,0.00016199349,0.0002710624,0.0004500823,0.000013595355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000073441704,0.00011666434,0.000103427694,0.00036002815,0.00020082114,0.00019521656,0.00028628236,0.000049052396,0.00012988612],"category_scores_gemma":[0.000047555193,0.00011606209,0.000012047633,0.00191413,0.000079059326,0.0020372076,0.00015692018,0.000099101206,0.000031929012],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032286546,0.0012420905,0.6933903,0.00028693787,0.00014964583,0.00024919692,0.0046425965,0.009589345,0.0027957298,0.0530857,0.2161058,0.015233986],"study_design_scores_gemma":[0.01048976,0.00030993315,0.026148694,0.00067636295,0.00022921637,0.000005483443,0.021667566,0.069170944,0.00077390566,0.0005578634,0.8682103,0.0017599555],"about_ca_topic_score_codex":0.0006713262,"about_ca_topic_score_gemma":0.016105412,"teacher_disagreement_score":0.66724163,"about_ca_system_score_codex":0.00012805067,"about_ca_system_score_gemma":0.000039163235,"threshold_uncertainty_score":0.8987198},"labels":[],"label_agreement":null},{"id":"W2904930255","doi":"10.3917/riges.434.0106","title":"Gérer à distance – Comment réussir à surmonter l’éloignement","year":2018,"lang":"fr","type":"article","venue":"Gestion","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Philosophy","score_opus":0.01414665870755088,"score_gpt":0.2356961410308217,"score_spread":0.22154948232327082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904930255","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0353978,0.0094681615,0.15165897,0.6594507,0.03554824,0.0019407726,0.00008245675,0.00059745734,0.10585541],"genre_scores_gemma":[0.93689024,0.00012253154,0.00044469602,0.008599652,0.005131528,0.00006940214,0.000099252145,0.000043258788,0.048599422],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983691,0.000042907428,0.0004148121,0.00039171372,0.00037490527,0.00040655606],"domain_scores_gemma":[0.9986331,0.00004602401,0.0002717291,0.0003850093,0.0006356186,0.000028558472],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039859602,0.00025620413,0.00019067555,0.00014746605,0.0003607518,0.00060283236,0.00021243919,0.00012581615,0.0047104578],"category_scores_gemma":[0.00016374471,0.0002728182,0.00006998802,0.00057627074,0.00021070907,0.0012993194,0.000199157,0.00015030043,0.0042175646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013766818,0.0003028794,0.030817896,0.0003425564,0.00006228897,0.000014611836,0.00037437657,0.0001469625,0.00018076556,0.06415152,0.8592737,0.044194795],"study_design_scores_gemma":[0.0005765107,0.000044715372,0.012109893,0.00053002505,0.00008146404,0.0000012458032,0.00022577301,0.0056643314,0.00011272974,0.0008113653,0.97954184,0.00030009498],"about_ca_topic_score_codex":0.00035781748,"about_ca_topic_score_gemma":0.00061216403,"teacher_disagreement_score":0.9014925,"about_ca_system_score_codex":0.00035842665,"about_ca_system_score_gemma":0.00003818995,"threshold_uncertainty_score":0.9999724},"labels":[],"label_agreement":null},{"id":"W2915997164","doi":"10.1108/ict-05-2016-0028","title":"The challenges of organizational agility: part 2","year":2017,"lang":"en","type":"article","venue":"Industrial and Commercial Training","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Agile software development; Mindset; Competitive advantage; Knowledge management; Context (archaeology); Dynamic capabilities; Business; Process management; Empirical research; Organizational performance; Organizational culture; Computer science; Management; Marketing","score_opus":0.16717963469037703,"score_gpt":0.28009910514721426,"score_spread":0.11291947045683723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915997164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7038107,0.0006732247,0.00010172879,0.07144677,0.006141123,0.0005644337,0.000021905887,0.00013164003,0.21710846],"genre_scores_gemma":[0.9959604,0.000045245684,0.000006029497,0.00018547697,0.0037195846,0.000006967546,0.000003242161,0.000007776872,0.0000652483],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994176,0.000011940306,0.0001943383,0.00011288774,0.00014872511,0.00011450228],"domain_scores_gemma":[0.9992865,0.000114912866,0.00025664573,0.00019658764,0.00013694144,0.000008413959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000394095,0.00007620631,0.00012127659,0.000031806892,0.0009900805,0.00039335294,0.00025247005,0.000059444574,0.000055546494],"category_scores_gemma":[0.0009838304,0.000058529626,0.00002212767,0.000070130445,0.00017840823,0.00038033765,0.00016923012,0.000104505765,0.000006428482],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091425085,0.00003290406,0.052415706,0.000014865645,0.00003921154,0.000001630647,0.00041322183,0.0000054689835,0.000023543105,0.3526284,0.004074885,0.5902587],"study_design_scores_gemma":[0.0021783614,0.000029084187,0.098124444,0.00016557043,0.0000649295,0.000001525522,0.0042486438,0.00024313517,0.00006215047,0.02434467,0.87022215,0.00031534943],"about_ca_topic_score_codex":0.000092329115,"about_ca_topic_score_gemma":0.00026782972,"teacher_disagreement_score":0.8661473,"about_ca_system_score_codex":0.0000050673475,"about_ca_system_score_gemma":0.00003737932,"threshold_uncertainty_score":0.76149994},"labels":[],"label_agreement":null},{"id":"W2923466003","doi":"10.3917/mss.022.0091","title":"Entreprise agile et bien-être au travail : le cas des stations de ski des Alpes","year":2017,"lang":"fr","type":"article","venue":"Management & Sciences Sociales","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Francophone University Association","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.06165133098844082,"score_gpt":0.32724333817671636,"score_spread":0.2655920071882755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923466003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6169561,0.0038210624,0.014818868,0.021843804,0.002551729,0.0009823955,0.000067687106,0.00026554437,0.33869278],"genre_scores_gemma":[0.95878315,0.0013936445,0.0042229136,0.00074840256,0.000743403,0.00009247532,0.000021827736,0.00003716924,0.03395702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970205,0.00014089025,0.00048719096,0.0007267123,0.0006697074,0.0009550435],"domain_scores_gemma":[0.99817216,0.00016441123,0.00068695843,0.00056014047,0.00035014437,0.00006620542],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.00200995,0.00037502698,0.00030404533,0.00039365658,0.008162801,0.0066527803,0.0014593293,0.00009484076,0.00066714734],"category_scores_gemma":[0.0006372438,0.00040841883,0.00016958597,0.00093626574,0.0068752635,0.0054232553,0.0009699822,0.00014836865,0.0004574421],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017553913,0.0005341069,0.5774777,0.0008743672,0.0001590324,0.00008331449,0.0087167565,0.0017186198,0.00007610711,0.29532245,0.02773639,0.087283604],"study_design_scores_gemma":[0.00096710277,0.000036449168,0.663054,0.0006641691,0.000326553,0.0000028971576,0.03917898,0.0020669075,0.000087513865,0.09660378,0.19624731,0.00076436705],"about_ca_topic_score_codex":0.024236118,"about_ca_topic_score_gemma":0.053680632,"teacher_disagreement_score":0.341827,"about_ca_system_score_codex":0.00075765746,"about_ca_system_score_gemma":0.00055405893,"threshold_uncertainty_score":0.99983674},"labels":[],"label_agreement":null},{"id":"W2940755759","doi":"10.5296/jmr.v11i2.14612","title":"The Employee Engagement Framework: High Impact Drivers and Outcomes","year":2019,"lang":"en","type":"article","venue":"Journal of Management Research","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sheridan College","funders":"","keywords":"Employee engagement; Employee resource groups; Employee research; Work engagement; Business; Customer engagement; Public relations; Diversity (politics); Human resource management; Work (physics); Quality (philosophy); Marketing; Knowledge management; Political science; Engineering; Computer science","score_opus":0.0354426535782401,"score_gpt":0.3617434462147996,"score_spread":0.3263007926365595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940755759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754408,0.00021973092,0.00059179246,0.0067482274,0.001025313,0.00068836124,0.0000010403866,0.000025615724,0.015259119],"genre_scores_gemma":[0.995924,0.00042946608,0.00035681447,0.00033467816,0.00043774076,0.000010811162,0.000001075885,0.000021648098,0.0024837607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742484,0.00009986815,0.0004386027,0.00018861426,0.001414792,0.00043328578],"domain_scores_gemma":[0.99799806,0.00063947873,0.00030610006,0.00038273976,0.0006424524,0.000031167336],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004418672,0.00015214243,0.00022862222,0.00071582716,0.0004600388,0.0012587375,0.0006721021,0.00004486542,0.0006159481],"category_scores_gemma":[0.0004074555,0.000091951275,0.00011471245,0.00079550844,0.000108161614,0.0009561751,0.00079491205,0.00060203107,0.00030939956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019846598,0.000092724535,0.8329181,0.00015606877,0.00048491967,0.00006623522,0.00009970078,0.0005074949,0.000025356056,0.08107366,0.064985,0.019392248],"study_design_scores_gemma":[0.0012057846,0.00011125107,0.74305093,0.00016355666,0.00006416659,0.0000025886018,0.0028108764,0.00022338617,0.000008583399,0.019191978,0.23298422,0.00018267393],"about_ca_topic_score_codex":0.00006316219,"about_ca_topic_score_gemma":0.00001477497,"teacher_disagreement_score":0.16799922,"about_ca_system_score_codex":0.00014187336,"about_ca_system_score_gemma":0.00003220199,"threshold_uncertainty_score":0.99977803},"labels":[],"label_agreement":null},{"id":"W2955337149","doi":"","title":"REINVENTING COLLABORATION WITH AUTONOMOUS TECHNOLOGY-BASED AGENTS","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transparency (behavior); Autonomous agent; Position paper; Set (abstract data type); Prioritization; Computer science; Knowledge management; Unintended consequences; Artificial intelligence; Sociology; Psychology; Management science; Epistemology; Engineering; World Wide Web","score_opus":0.006243830035372352,"score_gpt":0.20882180718118715,"score_spread":0.2025779771458148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955337149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89952177,0.0000817188,0.021541363,0.013996493,0.015931841,0.004994042,0.00005365685,0.00029922294,0.04357992],"genre_scores_gemma":[0.99811953,4.8127026e-7,0.00015879395,0.00056456245,0.00033731436,0.000027329352,0.000015300939,0.000009437862,0.00076723145],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985252,0.000014977586,0.00071101676,0.00005261833,0.000567552,0.00012861095],"domain_scores_gemma":[0.9929227,0.00005813985,0.0041981535,0.00015165083,0.0026623777,0.000006948623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010615718,0.000094059746,0.0001846671,0.00049267797,0.00017533686,0.00071383244,0.00025119563,0.00009148904,0.000009592797],"category_scores_gemma":[0.000562704,0.00006522541,0.00008228703,0.0011310688,0.000008102093,0.0035065569,0.000029379611,0.000106498854,0.00009927523],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030300897,0.00007681385,0.618149,0.000704127,0.00028141873,4.88929e-7,0.00046471506,0.27405095,0.0002680654,0.043600235,0.061141808,0.00095937913],"study_design_scores_gemma":[0.0028171646,0.000051797593,0.005402513,0.00032667603,0.00009835172,0.0000042766296,0.0024699257,0.046496503,0.00021494515,0.00018946735,0.94174975,0.00017862197],"about_ca_topic_score_codex":0.000007735559,"about_ca_topic_score_gemma":0.000006145748,"teacher_disagreement_score":0.88060796,"about_ca_system_score_codex":0.0004561426,"about_ca_system_score_gemma":0.00015249714,"threshold_uncertainty_score":0.68835026},"labels":[],"label_agreement":null},{"id":"W2961830314","doi":"10.1007/978-1-4939-7131-2_100843","title":"Organizational Network Analysis","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.010621082214909768,"score_gpt":0.20366687798464675,"score_spread":0.193045795769737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2961830314","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000968852,0.00004925058,0.007383039,0.00028060807,0.00067183445,0.00013288969,0.000007065545,0.00022376685,0.9912419],"genre_scores_gemma":[0.0062203743,0.000011243022,0.0003952088,0.003354649,0.011953647,0.0000045252127,0.0007881135,0.00006892108,0.9772033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988572,0.0000013890422,0.00030970754,0.00034287368,0.00033754003,0.00015128554],"domain_scores_gemma":[0.99852854,0.000027721717,0.0003163555,0.0003319444,0.00078700477,0.000008457361],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011162662,0.00023752065,0.0002927442,0.0004839333,0.00015061728,0.00039279647,0.00023479106,0.00015774029,0.19691874],"category_scores_gemma":[0.000040803316,0.00022789222,0.00014129272,0.00068398926,0.000055203684,0.00029050157,0.00022608391,0.00009164966,0.009296672],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004734252,0.000004456952,0.0030513417,0.000013538806,0.00048088378,0.0000023280795,0.0000026811963,0.00027152814,1.950887e-7,0.60490483,0.39119312,0.00007037204],"study_design_scores_gemma":[0.000069335954,0.0000017538766,0.00016873507,0.000019473724,0.0009139997,1.6678375e-7,0.000003680243,0.0011025476,2.4510635e-7,0.082102716,0.91534406,0.00027330138],"about_ca_topic_score_codex":0.000018768762,"about_ca_topic_score_gemma":0.00044666283,"teacher_disagreement_score":0.5241509,"about_ca_system_score_codex":0.0000364162,"about_ca_system_score_gemma":0.000035002995,"threshold_uncertainty_score":0.9914747},"labels":[],"label_agreement":null},{"id":"W2966200344","doi":"10.18280/jesa.520215","title":"VMI &amp; TPL Supply Chain Coordination Based on Evolutionary Game","year":2019,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Wuzhou University; National Science Foundation","keywords":"Supply chain; Coordination game; Business; Computer science; Process management; Microeconomics; Economics; Marketing","score_opus":0.013112813244442982,"score_gpt":0.23765356309220678,"score_spread":0.2245407498477638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966200344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70794725,0.026493419,0.051647294,0.055569008,0.04459546,0.004184382,0.00028024663,0.0017373777,0.10754554],"genre_scores_gemma":[0.9369967,0.00015808236,0.001996121,0.0021175602,0.0029742569,0.000027887783,0.00010111698,0.00015353347,0.055474732],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957983,0.0003719751,0.001208314,0.0005548852,0.0012925843,0.0007739318],"domain_scores_gemma":[0.99610245,0.00037882532,0.0013808621,0.0005937808,0.0014384392,0.00010563233],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00123784,0.0005816771,0.000608902,0.001145759,0.0005845697,0.0020240864,0.00061196345,0.00023784279,0.008495812],"category_scores_gemma":[0.0010366278,0.0005961339,0.00032747496,0.0016652021,0.00019217483,0.0031930604,0.00019774196,0.00070037675,0.013390511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004234945,0.0012424602,0.16977604,0.0037567725,0.00033449073,0.00034993704,0.0004497641,0.116384566,0.0008199259,0.02353996,0.53471076,0.14821182],"study_design_scores_gemma":[0.0017971016,0.00013756267,0.28944758,0.0030690515,0.00014815542,0.00018745255,0.00013269745,0.29157192,0.000012029745,0.002763195,0.41009912,0.00063413894],"about_ca_topic_score_codex":0.00010545746,"about_ca_topic_score_gemma":0.000044564258,"teacher_disagreement_score":0.22904944,"about_ca_system_score_codex":0.001002642,"about_ca_system_score_gemma":0.00032850934,"threshold_uncertainty_score":0.999649},"labels":[],"label_agreement":null},{"id":"W2981894309","doi":"10.5539/ibr.v12n11p57","title":"Can a Leader’s Positive Evaluation Improve Occupational Satisfaction of Employees? —— Based on the Empirical Investigation of a Real Estate Enterprise G Province Branch","year":2019,"lang":"en","type":"article","venue":"International Business Research","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Estate; Job satisfaction; Incentive; Work (physics); Marketing; Business administration; Management; Finance; Economics; Microeconomics; Engineering","score_opus":0.09968809978443618,"score_gpt":0.376646143232533,"score_spread":0.2769580434480968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981894309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98116803,0.0000029576577,0.0006600735,0.008555313,0.00060237595,0.0013566406,0.000086788714,0.000029038854,0.0075387997],"genre_scores_gemma":[0.99867797,0.000009017882,0.00006825013,0.00031741825,0.00033637747,0.00017302656,0.00028001552,0.0000247339,0.00011320821],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961492,0.0001862991,0.0005328754,0.00038797155,0.0025225864,0.00022108137],"domain_scores_gemma":[0.99191713,0.00076689845,0.0004733186,0.00033898198,0.0064864447,0.000017210059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017110367,0.00016655076,0.00019039877,0.0008434445,0.00012309018,0.00019940204,0.00040080695,0.00007933254,0.0006489515],"category_scores_gemma":[0.0015821669,0.0001358733,0.00006729652,0.0013376758,0.00023625711,0.00081012136,0.0001511145,0.00025189717,0.00008427581],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012455153,0.00020125983,0.9614739,0.00018694151,0.00006184229,0.0000016479153,0.00035357656,0.009513036,0.017397668,0.0016780924,0.0017869931,0.006099539],"study_design_scores_gemma":[0.00096734316,0.000062621395,0.9309234,0.00025601397,0.000018576617,5.070609e-7,0.00022364823,0.06272189,0.0029613741,0.001445612,0.00028302264,0.00013599398],"about_ca_topic_score_codex":0.0042540547,"about_ca_topic_score_gemma":0.0010710208,"teacher_disagreement_score":0.053208858,"about_ca_system_score_codex":0.00034117757,"about_ca_system_score_gemma":0.0008218514,"threshold_uncertainty_score":0.7105564},"labels":[],"label_agreement":null},{"id":"W2982052279","doi":"10.5267/j.msl.2019.10.025","title":"Impact of human resource management practices on enterprises' competitive advantages and business performance: Evidence from telecommunication industry","year":2019,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Competitive advantage; Human resource management; Resource (disambiguation); Human resources; Telecommunications; Industrial organization; Knowledge management; Process management; Computer science; Marketing; Management","score_opus":0.018864681266071312,"score_gpt":0.2995518046087882,"score_spread":0.2806871233427169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982052279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95650506,0.000033811306,0.0001026932,0.0016227652,0.00019451758,0.0007667691,0.0000035154214,0.00007580313,0.040695075],"genre_scores_gemma":[0.99741,0.0001049094,0.00041558882,0.0016691855,0.000114302515,0.000042454387,0.000022960594,0.00001982171,0.00020077932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777186,0.00003378488,0.0003828229,0.0006476103,0.0008127119,0.0003511856],"domain_scores_gemma":[0.9979587,0.00012229661,0.000923802,0.0008636145,0.00010654287,0.000025010848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007404497,0.00025985675,0.00023673609,0.00084923994,0.000366285,0.0006110816,0.0010798902,0.000049577575,0.00024494244],"category_scores_gemma":[0.00007362517,0.00023681298,0.000049522456,0.0018036416,0.00037878586,0.0032256048,0.0010470086,0.00025220495,0.00012135798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014588672,0.00015669617,0.9804891,0.00035741215,0.00009113514,0.000008768703,0.00017165745,0.003793059,0.0056333737,0.003009538,0.0015489231,0.0045944923],"study_design_scores_gemma":[0.00058492227,0.00005275047,0.99128914,0.0009811263,0.00007834055,4.902861e-7,0.0015956907,0.0007895845,0.00014812687,0.00004241434,0.004147635,0.0002897733],"about_ca_topic_score_codex":0.00032178167,"about_ca_topic_score_gemma":0.000010812902,"teacher_disagreement_score":0.040904947,"about_ca_system_score_codex":0.00017736526,"about_ca_system_score_gemma":0.000009471876,"threshold_uncertainty_score":0.9656953},"labels":[],"label_agreement":null},{"id":"W2992858873","doi":"","title":"University-Enterprise Cooperation Is the New Trend of the Reform of Logistics Universities","year":2016,"lang":"en","type":"article","venue":"Canadian social science","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Plan (archaeology); Business; Engineering management; Parsing; Process management; Management; Knowledge management; Public relations; Computer science; Political science; Economics; Engineering","score_opus":0.01076305962401547,"score_gpt":0.2050240177171756,"score_spread":0.19426095809316013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992858873","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26096418,0.000026283526,0.0034539206,0.03387317,0.0013697252,0.00037784714,0.00017324509,0.000032545595,0.6997291],"genre_scores_gemma":[0.9960908,0.0000025709398,0.000006308302,0.0005101667,0.000115103605,9.731227e-8,5.299278e-7,0.0000018745178,0.003272521],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99956167,0.000006721528,0.000069835696,0.00008099671,0.00016518866,0.00011557988],"domain_scores_gemma":[0.9995525,0.000017251858,0.000106980384,0.00011371576,0.00019321476,0.000016327747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013425134,0.0000402125,0.00004892497,0.00011355756,0.00051247224,0.00004623695,0.0004643041,0.000019156378,0.00014007703],"category_scores_gemma":[0.00004306703,0.000023255174,0.000025600431,0.0010455558,0.0006963883,0.0005078235,0.00008044408,0.000025387326,0.000006047605],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024850018,0.000013080178,0.018439483,0.000020407888,0.000014758783,0.0000023730495,0.0035424936,0.000016187005,0.0028194326,0.914732,0.05184305,0.00853191],"study_design_scores_gemma":[0.000618606,0.000012384377,0.016181381,0.00009524127,0.00006397901,3.6257367e-7,0.060851637,0.00029954448,0.0011481135,0.0010243439,0.9194748,0.00022962656],"about_ca_topic_score_codex":0.029095352,"about_ca_topic_score_gemma":0.0799783,"teacher_disagreement_score":0.9137076,"about_ca_system_score_codex":0.00041701284,"about_ca_system_score_gemma":0.00069513853,"threshold_uncertainty_score":0.97736996},"labels":[],"label_agreement":null},{"id":"W2993204577","doi":"","title":"Empirical Study on Identifying Collaborative Practices in Local Communities","year":2017,"lang":"en","type":"article","venue":"ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"IBM; Categorical variable; Individualism; Interpretation (philosophy); Process (computing); Quarter (Canadian coin); Productivity; Adaptation (eye); Knowledge management; Multidimensional scaling; Computer science; Management science; Sociology; Political science; Economics; Economic growth; Psychology; Geography","score_opus":0.2141911410032341,"score_gpt":0.46005425676643996,"score_spread":0.24586311576320585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993204577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987556,0.000401028,0.000035542886,0.0030304813,0.00045615513,0.00048169497,0.0000041204225,0.000017320837,0.0080176685],"genre_scores_gemma":[0.9986773,0.00061561586,0.000030751817,0.00011881498,0.00031685006,0.00005442318,0.0000041884327,0.00001417924,0.0001678455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891365,0.00008659455,0.0003586998,0.00031574143,0.00009765306,0.00022767393],"domain_scores_gemma":[0.99851894,0.0006805496,0.00040798777,0.0002355435,0.00013688188,0.000020111906],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013822857,0.00014733343,0.0002907966,0.00035250044,0.0012265658,0.0016766421,0.00021243628,0.00004122713,0.000032816904],"category_scores_gemma":[0.00018887574,0.00014492829,0.000017501718,0.000056560893,0.00051871786,0.0007674722,0.0008242446,0.00024406594,0.00012227983],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024739272,0.00020149683,0.9444584,0.0001414638,0.00021433055,0.000015243184,0.015274647,0.012963709,0.0000019122542,0.0076893256,0.00685175,0.011940315],"study_design_scores_gemma":[0.0025852327,0.00018454102,0.55974483,0.00012851172,0.000025534337,0.0000020667758,0.31818473,0.10026477,0.0000035614776,0.008561405,0.0099558635,0.00035894156],"about_ca_topic_score_codex":0.0032839843,"about_ca_topic_score_gemma":0.02535402,"teacher_disagreement_score":0.3847136,"about_ca_system_score_codex":0.00019526732,"about_ca_system_score_gemma":0.00005550881,"threshold_uncertainty_score":0.9993597},"labels":[],"label_agreement":null},{"id":"W2997215260","doi":"10.4018/978-1-7998-1566-2.ch004","title":"Enhancing Business Performance of Pakistani Manufacturing Firms via Strategic Agility in the Industry 4.0 Era","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in human resources management and organizational development book series","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Business; Context (archaeology); Process management; Industrial organization; Bricolage; Knowledge management; Marketing; Computer science","score_opus":0.008957528832537462,"score_gpt":0.2022482838620584,"score_spread":0.19329075502952092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997215260","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37767842,0.004546423,0.0003188222,0.00089638145,0.0004919657,0.002232095,0.000015034479,0.0002103907,0.61361045],"genre_scores_gemma":[0.97339606,0.001856956,0.00043506327,0.0009314867,0.0003799518,0.00006055372,0.00032718873,0.00008656809,0.022526192],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977116,0.000013921296,0.0008948913,0.00053373224,0.00060634455,0.00023953323],"domain_scores_gemma":[0.99896437,0.00004269851,0.0005718687,0.00023391034,0.00017247887,0.00001469549],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028341994,0.00044208256,0.0004054687,0.0004667046,0.00031319135,0.00026504122,0.0004861239,0.00017247588,0.0005523598],"category_scores_gemma":[0.000015093331,0.00039815658,0.00002720235,0.00039900106,0.00018754292,0.0017986278,0.00046220334,0.0004461476,0.000017306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005454944,0.00025764195,0.16320595,0.016787132,0.0003241041,0.00021999243,0.0051213023,0.006509598,0.00008819708,0.8005881,0.00047651547,0.00587599],"study_design_scores_gemma":[0.0010811292,0.0000365429,0.13029979,0.0022696217,0.000104174214,0.000005971729,0.0028455316,0.0000778545,0.00041655404,0.032282658,0.8291759,0.0014042706],"about_ca_topic_score_codex":0.000012246454,"about_ca_topic_score_gemma":0.00043461338,"teacher_disagreement_score":0.8286994,"about_ca_system_score_codex":0.000102107304,"about_ca_system_score_gemma":0.00004071524,"threshold_uncertainty_score":0.99984705},"labels":[],"label_agreement":null},{"id":"W2998241321","doi":"10.5267/j.msl.2019.12.026","title":"Exploitation of expert system in identifying organizational ethics through controlling decision making process","year":2020,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Computer science; Process management; Knowledge management; Business","score_opus":0.04210542451138184,"score_gpt":0.30871176447484944,"score_spread":0.2666063399634676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998241321","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31876206,0.000034798704,0.6658066,0.010271013,0.00073686097,0.0006983378,9.839509e-7,0.00017960629,0.0035097362],"genre_scores_gemma":[0.98216045,0.000004142911,0.004533196,0.013028391,0.00021859194,0.000033475437,0.0000037734674,0.000016120403,0.0000018467624],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977864,0.0000146469565,0.00046045196,0.00042595676,0.0010784352,0.00023411647],"domain_scores_gemma":[0.9992495,0.00009292329,0.0003203363,0.00015526173,0.00017186123,0.000010081803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007984782,0.00013110034,0.00016514712,0.00042450306,0.0002727502,0.0004860758,0.00053917733,0.00002959027,0.0000395077],"category_scores_gemma":[0.00049340364,0.00013537574,0.000027851282,0.0035656034,0.00012813292,0.0025501589,0.00023835993,0.0001225046,0.000039572675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000395438,0.00019892181,0.20472373,0.005708616,0.00007510208,0.00013786314,0.026670523,0.39731264,0.040149175,0.31470874,0.0037723626,0.0061468924],"study_design_scores_gemma":[0.007479424,0.00004510329,0.049880084,0.008119066,0.00018011483,0.000003616605,0.14417154,0.76716137,0.004650243,0.0088685015,0.007236685,0.0022042547],"about_ca_topic_score_codex":0.000021118078,"about_ca_topic_score_gemma":0.00000871467,"teacher_disagreement_score":0.6633984,"about_ca_system_score_codex":0.00011464633,"about_ca_system_score_gemma":0.000016307036,"threshold_uncertainty_score":0.55204624},"labels":[],"label_agreement":null},{"id":"W2998535778","doi":"10.5267/j.msl.2019.12.013","title":"The roles of dynamic capabilities, innovation, organizational agility and knowledge management on competitive performance in telecommunication industry","year":2020,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Competitive advantage; Dynamic capabilities; Structural equation modeling; Business; Organizational performance; Knowledge management; Marketing; Telecommunications; Industrial organization; Computer science","score_opus":0.009333305412436828,"score_gpt":0.22540375023701686,"score_spread":0.21607044482458004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998535778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9410492,0.000023369956,0.00044365056,0.021194411,0.00014325838,0.00062094827,0.0000021433486,0.00005181131,0.03647118],"genre_scores_gemma":[0.99514586,0.000033409317,0.00022951524,0.0044311406,0.000039294173,0.000038811693,0.000013502469,0.000008159857,0.00006029786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987622,0.00002048631,0.00035020488,0.00031171693,0.00036474172,0.00019067213],"domain_scores_gemma":[0.9993331,0.00005201602,0.00019146931,0.0002889087,0.0001249683,0.000009555081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000723361,0.000118981,0.00009983414,0.0004056285,0.0003708425,0.0002311427,0.00059044507,0.000024224706,0.000021378724],"category_scores_gemma":[0.000099364566,0.00010401427,0.000010244576,0.0038621249,0.0005149626,0.0006458756,0.0005510225,0.00016001191,0.00002088504],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006213462,0.00013395818,0.23247302,0.00047551666,0.000028183102,0.0000019731328,0.00082484947,0.0024933585,0.0005272853,0.7461386,0.0011473651,0.015693767],"study_design_scores_gemma":[0.0008029845,0.00002204613,0.9347885,0.0001753077,0.00002255153,2.371047e-7,0.007903604,0.021703888,0.00015388608,0.00094423967,0.03318767,0.00029503825],"about_ca_topic_score_codex":0.0000062554527,"about_ca_topic_score_gemma":0.000056999408,"teacher_disagreement_score":0.7451944,"about_ca_system_score_codex":0.000120124736,"about_ca_system_score_gemma":0.000012494885,"threshold_uncertainty_score":0.42415786},"labels":[],"label_agreement":null},{"id":"W3012903346","doi":"10.5267/j.msl.2020.3.006","title":"Impact of personnel creativity on achieving strategic agility: The mediating role of knowledge sharing","year":2020,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Creativity; Knowledge management; Business; Psychology; Process management; Knowledge sharing; Computer science; Social psychology","score_opus":0.031239614305696713,"score_gpt":0.27114473913522397,"score_spread":0.23990512482952725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012903346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9566147,0.0000152259745,0.00045758637,0.0025130883,0.00010964648,0.00032710473,0.0000030093004,0.000052120504,0.039907567],"genre_scores_gemma":[0.99833965,0.0000019924476,0.000081001584,0.0013181352,0.00022283326,0.0000132809,0.0000028888317,0.000010668914,0.000009555552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984652,0.000016595528,0.00029956334,0.00040215717,0.000536537,0.00027997638],"domain_scores_gemma":[0.99915904,0.0000726698,0.00034527702,0.00033729416,0.000065349224,0.000020352736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081582624,0.00015893571,0.0001874428,0.00026967423,0.0003029056,0.00027255405,0.0009062212,0.000014858137,0.000078254045],"category_scores_gemma":[0.00017808485,0.00011600399,0.00010381877,0.002052414,0.00031954874,0.0008135791,0.0005746683,0.00011586388,0.000031348398],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008876282,0.00020977255,0.84710467,0.0005516826,0.00011509582,0.000005951495,0.004463776,0.023815325,0.08025187,0.037364397,0.00063549913,0.005393178],"study_design_scores_gemma":[0.0013032777,0.00014926151,0.7251014,0.00040518935,0.00022103141,4.3866635e-7,0.024616215,0.24297765,0.0019057414,0.0012815443,0.0012718313,0.0007664401],"about_ca_topic_score_codex":0.0001686479,"about_ca_topic_score_gemma":0.000010084029,"teacher_disagreement_score":0.21916232,"about_ca_system_score_codex":0.00007403246,"about_ca_system_score_gemma":0.000012904433,"threshold_uncertainty_score":0.47305053},"labels":[],"label_agreement":null},{"id":"W3014491141","doi":"10.1155/2020/3298460","title":"A Grasshopper Optimization-Based Approach for Task Assignment in Cloud Logistics","year":2020,"lang":"en","type":"article","venue":"Mathematical Problems in Engineering","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Ministry of Education of the People's Republic of China","keywords":"Task (project management); Computer science; Matching (statistics); Cloud computing; Genetic algorithm; Service (business); Mathematical optimization; Stability (learning theory); Mode (computer interface); Commodity; Operations research; Engineering; Mathematics; Systems engineering; Machine learning","score_opus":0.02531682570964594,"score_gpt":0.21340928520985536,"score_spread":0.18809245950020942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014491141","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026645117,0.000018671471,0.9967621,0.000648319,0.00008370725,0.0007880159,0.0000031486543,0.00012672553,0.0015426833],"genre_scores_gemma":[0.9749449,7.4314124e-7,0.02388947,0.0004493721,0.00024115882,0.000394398,0.000033042677,0.000038605267,0.00000833054],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989158,0.0000046479063,0.00042319697,0.00023674972,0.0001785537,0.00024103872],"domain_scores_gemma":[0.99960047,0.00013612407,0.00007240542,0.0001213109,0.000050965093,0.00001870648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026015795,0.00016186167,0.0002319031,0.00016322585,0.000024146835,0.00013827832,0.00016666694,0.000063948144,0.000055651195],"category_scores_gemma":[0.00079994975,0.00015989102,0.00004014843,0.00058949966,0.000016466529,0.00019976983,0.00006286449,0.0001263525,0.000012609256],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074878985,0.00011406596,0.00048861396,0.0014222958,0.0000046951436,0.0000013687694,0.000061555125,0.9902969,0.00007173411,0.007162791,0.00033809396,0.00003039861],"study_design_scores_gemma":[0.00062314334,0.00000818544,0.0000018449437,0.0001196485,0.000009848976,1.2995879e-7,0.000044965713,0.997046,0.000010371048,0.0011564373,0.0008000104,0.00017942507],"about_ca_topic_score_codex":0.0000039071933,"about_ca_topic_score_gemma":0.0000016333921,"teacher_disagreement_score":0.97491825,"about_ca_system_score_codex":0.00006951217,"about_ca_system_score_gemma":0.0000149547395,"threshold_uncertainty_score":0.65201664},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3022601779","doi":"10.22215/timreview/1346","title":"Digitalization, Internationalization and Scaling of Online SMEs","year":2020,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Internationalization; Scalability; Industrial organization; Business; Scaling; Business model; Commerce; Business administration; Computer science; Marketing; International trade; Database","score_opus":0.021689934653495047,"score_gpt":0.27028944430205176,"score_spread":0.2485995096485567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022601779","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10269003,0.027305938,0.5706487,0.24723548,0.00071381096,0.004980126,0.000041676176,0.0026769831,0.043707218],"genre_scores_gemma":[0.9686391,0.0063329507,0.0021208872,0.0219787,0.0001826117,0.00006697401,0.0005264886,0.00002757374,0.00012476035],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988977,0.0000047322674,0.0005999086,0.00022233551,0.00019157208,0.000083781015],"domain_scores_gemma":[0.9987136,0.000008637227,0.00049722934,0.00015117018,0.0006254164,0.000003934262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015187355,0.00011696931,0.00020248721,0.0006369613,0.000048897604,0.00005604412,0.00019872448,0.000042771342,0.00014519057],"category_scores_gemma":[0.00038572625,0.0001180762,0.00001775964,0.004951824,0.00006805875,0.00062626356,0.00024734574,0.0000557021,0.000026938107],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004579089,0.000040531315,0.018043028,0.0038422442,0.000043504773,0.0000014549689,0.000006975677,0.000055853863,0.000083846986,0.905236,0.00885012,0.06379184],"study_design_scores_gemma":[0.0009232466,0.00002461844,0.005282216,0.0036518616,0.00024073017,0.0000022507843,0.00031223608,0.006404937,0.00019354347,0.028229743,0.95427257,0.00046204813],"about_ca_topic_score_codex":0.000002142645,"about_ca_topic_score_gemma":0.0000015421805,"teacher_disagreement_score":0.9454225,"about_ca_system_score_codex":0.000013569327,"about_ca_system_score_gemma":0.00000714563,"threshold_uncertainty_score":0.48150074},"labels":[],"label_agreement":null},{"id":"W3084200175","doi":"10.18280/jesa.530303","title":"An Optimal Scheduling Path Algorithm for Enterprise Resource Allocation Based on Workflow","year":2020,"lang":"en","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Workflow; Scheduling (production processes); Distributed computing; Path (computing); Algorithm; Mathematical optimization; Computer network; Mathematics; Database","score_opus":0.01875294436610737,"score_gpt":0.2508646816523737,"score_spread":0.23211173728626633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084200175","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03808648,0.00014243288,0.95619327,0.0023657084,0.0005611584,0.000619909,0.000018944731,0.0005556258,0.0014564532],"genre_scores_gemma":[0.85445553,0.000009164791,0.13530931,0.0058438834,0.0040602884,0.00005637986,0.000071877614,0.0001243201,0.000069235844],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978634,0.00008947764,0.00067941146,0.00040266587,0.0005742473,0.00039079992],"domain_scores_gemma":[0.99832255,0.0001354735,0.0006551262,0.0002820959,0.00050383084,0.000100914],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006101022,0.0003113413,0.00032771225,0.0003111524,0.0005893728,0.0017459786,0.0005020719,0.000082316015,0.00023228845],"category_scores_gemma":[0.0005613325,0.00029347956,0.0001684722,0.0007118254,0.00005377473,0.0015243747,0.00007141108,0.00027997405,0.00015281473],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031852422,0.00026963418,0.0015110396,0.00029575548,0.00006414692,0.00007269939,0.00034654557,0.21915302,0.0005446412,0.00041390432,0.0094823055,0.76752776],"study_design_scores_gemma":[0.0011333938,0.00017930425,0.004566404,0.00039506206,0.000070230635,0.000011542958,0.00027772394,0.9714073,0.00007085148,0.00020969985,0.02136671,0.00031177123],"about_ca_topic_score_codex":0.000005946246,"about_ca_topic_score_gemma":0.0000019328875,"teacher_disagreement_score":0.820884,"about_ca_system_score_codex":0.00013506219,"about_ca_system_score_gemma":0.00009210167,"threshold_uncertainty_score":0.9999517},"labels":[],"label_agreement":null},{"id":"W3091181887","doi":"10.12688/f1000research.26626.1","title":"A framework for building and maintain trust in remote and virtual teams","year":2020,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Reputation; Business; Public relations; Work (physics); Knowledge management; Organizational culture; Norm (philosophy); Set (abstract data type); Computer science; Political science; Engineering","score_opus":0.041939325981601876,"score_gpt":0.3448799649575203,"score_spread":0.30294063897591844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091181887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70775056,0.0008848744,0.26061368,0.022079302,0.0009747974,0.004330147,0.00009488458,0.0003139494,0.0029578337],"genre_scores_gemma":[0.9782527,0.00016122151,0.018141516,0.00092623424,0.002006817,0.00017155476,0.000055914672,0.00008553166,0.00019850548],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99808896,0.000038348207,0.00034657592,0.0007049136,0.00041166527,0.0004095234],"domain_scores_gemma":[0.99883884,0.00047668302,0.0001346753,0.00030895378,0.00020119123,0.00003962769],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009497275,0.00024723116,0.00034962772,0.00057652703,0.00016110144,0.0011778018,0.00038861303,0.00026503217,0.00010056638],"category_scores_gemma":[0.0027769087,0.00026329517,0.000047983987,0.00057007803,0.0001364261,0.00030200285,0.0026011635,0.00091046205,0.000020234493],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096631947,0.00009291466,0.052938867,0.003551852,0.00010361495,0.00009545855,0.0005151534,0.0008295185,0.0005460772,0.8431302,0.011099192,0.08613088],"study_design_scores_gemma":[0.0012967966,0.00005743282,0.011772544,0.0013268465,0.000041294694,0.0000020693578,0.0017241723,0.15742517,0.00006562597,0.770633,0.054978963,0.0006761175],"about_ca_topic_score_codex":0.00064621685,"about_ca_topic_score_gemma":0.0001678811,"teacher_disagreement_score":0.27050215,"about_ca_system_score_codex":0.000097203345,"about_ca_system_score_gemma":0.00011134642,"threshold_uncertainty_score":0.99998194},"labels":[],"label_agreement":null},{"id":"W3095677095","doi":"10.5267/j.msl.2020.9.046","title":"The role of strategic agility towards the firm performance of logistics service providers in Indonesia","year":2020,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Lembaga Pengelola Dana Pendidikan","keywords":"Dynamic capabilities; Business; Agile software development; Competition (biology); Moderation; Competitive advantage; Process management; Service (business); Industrial organization; Service provider; Adaptation (eye); Marketing; Excellence; Computer science; Management; Economics","score_opus":0.03051280349726917,"score_gpt":0.22763194416148363,"score_spread":0.19711914066421446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095677095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95687693,0.000025388783,0.00028670862,0.034472097,0.0001525893,0.0005196709,0.0000011210143,0.000026431238,0.007639029],"genre_scores_gemma":[0.9921142,0.0000101936375,0.00006443526,0.0077088014,0.000064717104,0.00002549609,0.0000014178994,0.000005606625,0.000005144896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985659,0.000015114151,0.00033567182,0.0002503905,0.0005879556,0.00024495687],"domain_scores_gemma":[0.99926454,0.000037197766,0.00027305423,0.00032629748,0.0000889794,0.000009953768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078121544,0.000110929795,0.00011643737,0.00012153247,0.00023049016,0.0002685302,0.0011104894,0.0000138230735,0.000012452866],"category_scores_gemma":[0.000056538727,0.00007195977,0.000027077116,0.0026348573,0.0004971331,0.0006938006,0.00044072562,0.00009820658,0.000013608738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023373766,0.00012673103,0.8535523,0.0013349592,0.00004340224,0.0000080812415,0.0012200105,0.07501127,0.009222611,0.0430665,0.0016077126,0.014572706],"study_design_scores_gemma":[0.0007900254,0.00003905318,0.6216876,0.00012015834,0.00006916499,2.9173887e-7,0.012781273,0.34495363,0.001194204,0.0014615479,0.016532242,0.00037079112],"about_ca_topic_score_codex":0.0002769804,"about_ca_topic_score_gemma":0.00009073036,"teacher_disagreement_score":0.26994237,"about_ca_system_score_codex":0.000035424095,"about_ca_system_score_gemma":0.00002149398,"threshold_uncertainty_score":0.2934434},"labels":[],"label_agreement":null},{"id":"W3105429318","doi":"10.11159/iccste20.323","title":"Application of Collaborative Management NEC and DAB to ImproveCommunication and Integration in Multi-Family Building Projects.","year":2020,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Civil, Structural and Transportation Engineering","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Engineering management; Knowledge management; Telecommunications; Engineering","score_opus":0.017613978216629057,"score_gpt":0.23819488303614306,"score_spread":0.220580904819514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3105429318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99305636,0.000024302199,0.0041622734,0.0018076154,0.00006557864,0.0005236111,0.000017051138,0.000022712757,0.00032047956],"genre_scores_gemma":[0.9971998,0.000034886194,0.0025193337,0.00014340715,0.000026845937,0.00005026745,0.000014150022,0.00000760846,0.0000037534269],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993359,0.0000012480156,0.0002621516,0.00018147861,0.00015771198,0.00006153334],"domain_scores_gemma":[0.99943817,0.000013621733,0.00018446996,0.000036882884,0.0003142228,0.000012641996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000726378,0.0001069874,0.00011654751,0.0001530442,0.000035033903,0.00008087488,0.00015167224,0.000022860302,0.0000025089973],"category_scores_gemma":[0.000048790032,0.00009034893,0.000011824219,0.0003542945,0.000026596224,0.0005038132,0.000040725656,0.0000764708,1.6542637e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003289844,0.000036515372,0.072146736,0.00080794666,0.00005824308,2.8856027e-7,0.0030148246,0.0043523256,0.38277146,0.5182221,0.000018824818,0.018241763],"study_design_scores_gemma":[0.0011085583,0.00006000569,0.5613312,0.0004591722,0.00003899053,4.4840206e-7,0.0029646698,0.42427957,0.00779462,0.0015003199,0.00022297818,0.00023943516],"about_ca_topic_score_codex":0.00007138959,"about_ca_topic_score_gemma":0.00009893602,"teacher_disagreement_score":0.5167218,"about_ca_system_score_codex":0.000015795717,"about_ca_system_score_gemma":0.0000056937247,"threshold_uncertainty_score":0.36843222},"labels":[],"label_agreement":null},{"id":"W3111460079","doi":"10.5430/bmr.v10n1p1","title":"The Moderating Effect of Environmental Turbulence on the Strategic Agility-Performance Relationship: Empirical Evidence from Lagos State, Nigeria","year":2020,"lang":"en","type":"article","venue":"Business and Management Research","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Marketing; Cronbach's alpha; Business; Competitor analysis; Population; Strategic management; Strategic planning","score_opus":0.12014999912836871,"score_gpt":0.32130759785115437,"score_spread":0.20115759872278566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111460079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988795,0.00031066386,0.00023373983,0.007478302,0.00008765719,0.0009325844,0.0000063476577,0.000034487093,0.002121208],"genre_scores_gemma":[0.99842995,0.00064614764,0.000022299122,0.00036586757,0.0001932461,0.00015114046,0.0000107221695,0.000015486083,0.00016513556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980774,0.00016993328,0.00030692914,0.00037950193,0.00077689154,0.00028934848],"domain_scores_gemma":[0.9979023,0.0014643025,0.00013001963,0.00036128217,0.000121257195,0.000020892903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014908111,0.00016684493,0.0001567378,0.000090293375,0.00094024563,0.0007004171,0.00045540972,0.000033257795,0.000091710455],"category_scores_gemma":[0.00042235848,0.00009671569,0.000029405712,0.0009103184,0.0002631241,0.00064760953,0.0005869681,0.0002745485,0.00008175008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023930122,0.0002042726,0.93300295,0.0023445578,0.00018264409,0.000035831825,0.0008208985,0.010737025,0.002059303,0.008441141,0.011544347,0.028234007],"study_design_scores_gemma":[0.0010811873,0.00018884725,0.8904709,0.00080363825,0.00005190406,4.4448376e-7,0.0024273186,0.092120536,0.00057109154,0.0029907315,0.008859144,0.00043424836],"about_ca_topic_score_codex":0.00010664324,"about_ca_topic_score_gemma":0.00003875524,"teacher_disagreement_score":0.08138351,"about_ca_system_score_codex":0.000034055483,"about_ca_system_score_gemma":0.00001762145,"threshold_uncertainty_score":0.72317046},"labels":[],"label_agreement":null},{"id":"W3117066441","doi":"10.4324/9781315074108-797","title":"Toronto Virtual Enterprise (TOVE)","year":2020,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.013540710349002654,"score_gpt":0.2174703131362662,"score_spread":0.20392960278726355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117066441","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054474857,0.00014635515,0.049031258,0.016031444,0.0014650276,0.00045174305,0.0000051107213,0.0011583249,0.8772359],"genre_scores_gemma":[0.97342676,0.0000050240187,0.00013008922,0.023074504,0.0018093673,0.000012585893,0.000011675307,0.000018130195,0.0015118765],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992648,0.0000035898222,0.0001819475,0.00021311916,0.00019053207,0.00014603388],"domain_scores_gemma":[0.9996594,0.000016889313,0.00006994575,0.00013589542,0.000099557066,0.000018322038],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000049237588,0.0001137326,0.000108978005,0.000023990406,0.00006908412,0.00030018738,0.00020202417,0.00002888229,0.009772211],"category_scores_gemma":[0.00012550541,0.00010385867,0.00004685377,0.00021022485,0.000016961012,0.0015121064,0.000189587,0.000043634227,0.0022788732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020412606,0.00014339869,0.030048272,0.00008448539,0.00005371275,0.000022849208,0.0004943208,0.0003207227,0.0023691668,0.14729789,0.7990808,0.019880261],"study_design_scores_gemma":[0.0004968304,0.000018486138,0.0011014353,0.000009429865,0.000017770752,2.5866115e-7,0.0010661244,0.008297975,0.00012606198,0.00019882138,0.98843944,0.00022736564],"about_ca_topic_score_codex":0.00040562547,"about_ca_topic_score_gemma":0.00044990444,"teacher_disagreement_score":0.91895187,"about_ca_system_score_codex":0.000030961266,"about_ca_system_score_gemma":0.000012626447,"threshold_uncertainty_score":0.99849796},"labels":[],"label_agreement":null},{"id":"W3117371351","doi":"10.18280/jesa.530609","title":"Collaborative Distribution in the Soft Time Window of Agricultural-Means Supply Chain Based on Simulated Annealing-Genetic Algorithm","year":2020,"lang":"en","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Hebei GEO University","keywords":"Simulated annealing; Customer satisfaction; Supply chain; Mathematical optimization; Genetic algorithm; Computer science; Fuzzy logic; Algorithm; Operations research; Mathematics; Artificial intelligence; Marketing; Business","score_opus":0.008632595258822366,"score_gpt":0.21704205769728227,"score_spread":0.2084094624384599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117371351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94080985,0.0005189937,0.04220307,0.010909418,0.00061151956,0.0019626638,0.0004246951,0.00039564975,0.0021641431],"genre_scores_gemma":[0.9972653,0.00001181929,0.00069507863,0.0011887843,0.0006302734,0.000010498664,0.00013356059,0.000028424092,0.00003626588],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978055,0.00024146553,0.00075776834,0.00024597105,0.0006578627,0.00029147702],"domain_scores_gemma":[0.9980615,0.000254536,0.00076049956,0.00017622241,0.0007108114,0.000036469846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048514642,0.00026936227,0.00036794302,0.00017456902,0.00028347815,0.0005893713,0.00043261133,0.00007160635,0.00018945902],"category_scores_gemma":[0.00075545674,0.00018272792,0.000109501816,0.0023435932,0.000090943344,0.00059240597,0.000059741567,0.00028393412,0.00013655843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024961194,0.00043099164,0.020954711,0.00044877038,0.00013875877,0.00027180603,0.002284053,0.8893797,0.00270203,0.00040613726,0.030275933,0.052457508],"study_design_scores_gemma":[0.0009658537,0.00011398013,0.43296498,0.0003081977,0.000053015865,0.000011766065,0.0006213944,0.5627684,0.00009354678,0.00013833048,0.0017534693,0.00020704576],"about_ca_topic_score_codex":0.000035833018,"about_ca_topic_score_gemma":0.000010985939,"teacher_disagreement_score":0.41201028,"about_ca_system_score_codex":0.000121414,"about_ca_system_score_gemma":0.00009135916,"threshold_uncertainty_score":0.7451428},"labels":[],"label_agreement":null},{"id":"W3120057030","doi":"10.1017/9781108637152.013","title":"The Leo Burnett Company Ltd.: Virtual Team Management","year":2019,"lang":"en","type":"other","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Sustainability; Comprehension; Business Review; Management; Knowledge management; Public relations; Engineering ethics; Engineering; Political science; Business; Sociology; Computer science; Economics","score_opus":0.007349668466713789,"score_gpt":0.21519259226459225,"score_spread":0.20784292379787847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120057030","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000066578946,0.00031808927,0.0012226774,0.0010184477,0.0030862358,0.0009491327,0.00000566918,0.0005885208,0.9928046],"genre_scores_gemma":[0.0027468782,0.00013889975,0.00008094544,0.0024374984,0.0027203856,0.00007161838,0.000055370365,0.00034362095,0.9914048],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984724,0.000011761319,0.00030374867,0.0004082795,0.0004766996,0.00032710982],"domain_scores_gemma":[0.998736,0.000048750884,0.00036219452,0.0007626443,0.000080365295,0.000010015412],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019418857,0.00035064417,0.00027685185,0.00034547676,0.00017726854,0.00094435574,0.0007387125,0.00013090885,0.00672053],"category_scores_gemma":[0.000021578182,0.00024056369,0.00010022477,0.000447508,0.00007554732,0.00021171397,0.0005174578,0.0001693595,0.017864333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009724079,0.000029014302,0.00019295541,0.00008562206,0.00010762913,0.000002890209,0.0000033903857,0.000025511317,8.2547103e-7,0.116453074,0.87836105,0.0047283066],"study_design_scores_gemma":[0.00038889886,0.0000048501884,0.000099253455,0.00012073082,0.00006997575,3.0142962e-7,0.000366298,0.0003872195,6.830367e-7,0.00019303372,0.9980427,0.0003260679],"about_ca_topic_score_codex":0.0003717605,"about_ca_topic_score_gemma":0.0006830792,"teacher_disagreement_score":0.11968163,"about_ca_system_score_codex":0.000042965166,"about_ca_system_score_gemma":0.0000168986,"threshold_uncertainty_score":0.9941875},"labels":[],"label_agreement":null},{"id":"W3131516971","doi":"10.1016/j.jsis.2021.101654","title":"Relating agility and electronic integration: The role of knowledge and process coordination mechanisms","year":2021,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Process (computing); Knowledge management; Process management; Business process; Business; Knowledge integration; Relation (database); Competitive advantage; Computer science; Work in process; Knowledge engineering; Marketing","score_opus":0.012445448874750737,"score_gpt":0.23097170773780504,"score_spread":0.2185262588630543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131516971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.934274,0.0030777217,0.01564682,0.00090660225,0.0005579252,0.00050348416,0.000003245842,0.000025180592,0.045005016],"genre_scores_gemma":[0.9997177,0.000041257725,0.000011179293,0.000044350825,0.00014500658,0.000004051453,0.0000044897297,0.0000031167513,0.000028852122],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990373,0.000053387823,0.0005734628,0.00003520892,0.00021970177,0.00008092742],"domain_scores_gemma":[0.9974241,0.00009136557,0.0009845011,0.00008503681,0.0014085175,0.000006442619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014752148,0.00007479096,0.00013081527,0.00009244478,0.00018894428,0.0003061067,0.000102697006,0.000034894958,0.000009742511],"category_scores_gemma":[0.000106373656,0.000043300606,0.000020049187,0.00038714882,0.00003805147,0.0022528917,0.000033042408,0.00015624755,0.0000033507006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088022054,0.000029894712,0.0011840136,0.00048925856,0.00006959191,4.979984e-7,0.00564297,0.0020786582,0.0025486792,0.9825933,0.00014719159,0.005127953],"study_design_scores_gemma":[0.0023469387,0.00017251442,0.0037626815,0.0010989191,0.00039620884,0.00059103523,0.44837227,0.29928285,0.0050847335,0.22471762,0.013725399,0.0004488465],"about_ca_topic_score_codex":0.000029369148,"about_ca_topic_score_gemma":0.0000238193,"teacher_disagreement_score":0.7578757,"about_ca_system_score_codex":0.000028845754,"about_ca_system_score_gemma":0.00011734415,"threshold_uncertainty_score":0.2951794},"labels":[],"label_agreement":null},{"id":"W3134724536","doi":"10.52131/jom.2020.0201.0012","title":"The Impacts of Total Quality Management, Human Resource Management, and Agility in Business on Firms Financial Performance: Moderating Role of Emerging Business Competition","year":2020,"lang":"en","type":"article","venue":"iRASD Journal of Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Society for Digital Humanities","funders":"","keywords":"Nexus (standard); Business; Competition (biology); Human resource management; Quality (philosophy); Industrial organization; Marketing; Economics; Management","score_opus":0.014715165417775638,"score_gpt":0.2507925076388499,"score_spread":0.23607734222107427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134724536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97504354,0.00021857642,0.0012651094,0.0014177065,0.00022888306,0.00061996386,0.00000503108,0.00002602656,0.021175155],"genre_scores_gemma":[0.99866,0.00028676054,0.0002938742,0.00032925644,0.00031148377,0.000014151652,0.000010829609,0.0000253795,0.00006824784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9970907,0.000074541575,0.0013996643,0.00031065952,0.00080324017,0.0003211888],"domain_scores_gemma":[0.9975626,0.00006809828,0.0015270505,0.0003107282,0.00049854186,0.000032988104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014117864,0.0002785719,0.00047542894,0.00050851755,0.00031826954,0.00023837987,0.00043329882,0.000050599516,0.000030616822],"category_scores_gemma":[0.00012325207,0.00023601137,0.00009326683,0.0015848939,0.00012379547,0.0009549608,0.000544072,0.00021872991,0.0000037197624],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006419771,0.0021356295,0.29434747,0.02562299,0.0012502903,0.00029694889,0.0026794863,0.14290662,0.0022869096,0.3267786,0.005436805,0.18983851],"study_design_scores_gemma":[0.0034556806,0.00009148735,0.97254246,0.0014661655,0.00020168678,0.0000031609422,0.005357899,0.0037132406,0.00017674187,0.0016103274,0.010996378,0.00038475546],"about_ca_topic_score_codex":0.00006285159,"about_ca_topic_score_gemma":0.000054182867,"teacher_disagreement_score":0.678195,"about_ca_system_score_codex":0.00006587433,"about_ca_system_score_gemma":0.000014484351,"threshold_uncertainty_score":0.9624265},"labels":[],"label_agreement":null},{"id":"W3137180169","doi":"10.33423/jabe.v22i1.2720","title":"Managing the Global Virtual Workforce: Reducing the Liability of Foreignness","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Workforce; Liability; Business; Knowledge management; Public relations; Computer science; Economics; Finance; Economic growth; Political science","score_opus":0.014692896359282231,"score_gpt":0.204047222578832,"score_spread":0.18935432621954978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137180169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97124726,0.00016871147,0.004145903,0.011759894,0.00048839115,0.00020355024,0.0000037960772,0.000012015516,0.011970471],"genre_scores_gemma":[0.9968812,0.0001107378,0.00008352493,0.0016004752,0.0013053605,0.0000033070773,0.0000012778473,0.000010100806,0.000004045766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991504,0.00000466596,0.0005076706,0.00012392711,0.0000916397,0.00012170722],"domain_scores_gemma":[0.99883246,0.00006657564,0.0007145405,0.00014484428,0.00022689666,0.000014650036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042802966,0.00011729069,0.00024264102,0.000036539397,0.00017159857,0.00030189,0.0003255823,0.000034108933,0.000031259824],"category_scores_gemma":[0.00007512071,0.000071958704,0.0000690443,0.00042983197,0.000119488315,0.00051575794,0.00018992093,0.00011478639,0.0000038127382],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016089604,0.000107763444,0.028830158,0.00040134293,0.00020896674,0.0000049065848,0.00095335575,0.3309375,0.00012930353,0.45917737,0.0036189286,0.17402144],"study_design_scores_gemma":[0.007293464,0.00014553398,0.121192545,0.00053307234,0.0012293207,0.00006668384,0.038228836,0.20257874,0.00038765362,0.2508887,0.375821,0.0016344666],"about_ca_topic_score_codex":0.000023600502,"about_ca_topic_score_gemma":0.000012068035,"teacher_disagreement_score":0.37220207,"about_ca_system_score_codex":0.000034499688,"about_ca_system_score_gemma":0.00004639961,"threshold_uncertainty_score":0.2934391},"labels":[],"label_agreement":null},{"id":"W3139440659","doi":"10.51325/ijbeg.v4i2.64","title":"&lt;b&gt;The Importance of Strategic Agility to Business Survival During Corona Crisis and Beyond&lt;/b&gt;&lt;b&gt;&lt;/b&gt;","year":2021,"lang":"en","type":"article","venue":"EuroMid Journal of Business and Tech-innovation (EJBTI)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Competitor analysis; Agile software development; Strategic management; Business; Competitive advantage; Sustainability; Excellence; Business environment; Industrial organization; Process management; Marketing; Economics; Management; Political science; Business administration","score_opus":0.024356790420872552,"score_gpt":0.24028381282194125,"score_spread":0.2159270224010687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139440659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833316,0.0014103652,0.0030150074,0.0073497845,0.0017844958,0.00044527967,0.00004375469,0.0000885268,0.002531187],"genre_scores_gemma":[0.99619436,0.00047355928,0.00057402643,0.0009991184,0.0013604059,0.000018794259,0.00006236598,0.00008629532,0.00023104894],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9953358,0.00009567764,0.0021686135,0.0007033733,0.0011614859,0.0005350371],"domain_scores_gemma":[0.9879343,0.00017578606,0.0023022827,0.00067759946,0.008838995,0.000071061695],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016975151,0.0005834445,0.0009755223,0.0010271835,0.00060551794,0.0009738984,0.0005634114,0.00018573602,0.00037255662],"category_scores_gemma":[0.0012148584,0.00051251403,0.00012368638,0.008091113,0.0002353068,0.0021317466,0.0005339413,0.0003765276,0.000013345272],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019265912,0.0015488314,0.1335789,0.003150768,0.0007003761,0.00069334387,0.00046122674,0.00320633,0.6997963,0.12876348,0.018387964,0.0077858483],"study_design_scores_gemma":[0.003539952,0.0000717769,0.9389897,0.0005624003,0.00030849525,0.0002272316,0.0006128097,0.0004755132,0.002719804,0.0056355726,0.045868706,0.0009880229],"about_ca_topic_score_codex":0.000024226882,"about_ca_topic_score_gemma":0.0002610209,"teacher_disagreement_score":0.8054108,"about_ca_system_score_codex":0.00010676084,"about_ca_system_score_gemma":0.0003408511,"threshold_uncertainty_score":0.9997327},"labels":[],"label_agreement":null},{"id":"W3145676283","doi":"10.1109/hicss.2012.19","title":"Introduction to Global Virtual Teams Minitrack","year":2012,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Process management; Knowledge management; Business","score_opus":0.008014107493860003,"score_gpt":0.2365894134318802,"score_spread":0.2285753059380202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3145676283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6966219,0.000032211094,0.024006682,0.020246338,0.007993089,0.00043541522,0.0000044568737,0.0005553734,0.25010452],"genre_scores_gemma":[0.97462255,3.9260777e-7,0.00046754128,0.0037481359,0.018126622,0.000016289016,0.000013865627,0.000008555256,0.0029960608],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993293,0.0000038375833,0.0001431187,0.00014504351,0.0001686912,0.00020998254],"domain_scores_gemma":[0.99964005,0.000008079039,0.000046993242,0.00016418718,0.0001225036,0.00001816221],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000152635,0.00009006065,0.00007407116,0.00007475267,0.000075844226,0.00019332457,0.000101856436,0.00002845611,0.0031348376],"category_scores_gemma":[0.00017378484,0.00008265527,0.0000242529,0.00065131986,0.00001301818,0.001483473,0.00010191187,0.000033236163,0.0076577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031479118,0.00010153715,0.07565557,0.000008939428,0.000009507753,2.9890484e-7,0.00003140355,0.0001394542,0.00028606682,0.08677926,0.82497525,0.011981237],"study_design_scores_gemma":[0.00013701871,0.00000654932,0.018061914,0.00000312093,0.000013084063,0.0000011074615,0.000513731,0.000106350715,0.00011735233,0.00017388836,0.9807262,0.00013968196],"about_ca_topic_score_codex":0.000101007456,"about_ca_topic_score_gemma":0.00007212057,"teacher_disagreement_score":0.27800062,"about_ca_system_score_codex":0.00005852091,"about_ca_system_score_gemma":0.000008195558,"threshold_uncertainty_score":0.99777645},"labels":[],"label_agreement":null},{"id":"W3150494031","doi":"10.5267/j.uscm.2021.3.009","title":"The effect of competitive strategies on company performance with supply chain management as moderating variables in Indonesian manufacturing corporations","year":2021,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ambidexterity; Business; Structural equation modeling; Supply chain; Agile software development; Competitive advantage; Knowledge management; Process management; Operations management; Marketing; Computer science; Engineering","score_opus":0.007228759920020908,"score_gpt":0.21747835785830594,"score_spread":0.21024959793828502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3150494031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8199739,0.00013819126,0.006159457,0.00294961,0.00058647804,0.0035918003,0.00002256766,0.00023136708,0.16634661],"genre_scores_gemma":[0.99643576,0.00011738331,0.00076146575,0.00045619765,0.00017561561,0.0006081395,0.0001950951,0.00005440055,0.0011959705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99708563,0.0001561239,0.00069637597,0.00066742825,0.0008081908,0.00058625726],"domain_scores_gemma":[0.99829686,0.00037241462,0.00045579736,0.0006717167,0.00017511762,0.0000280698],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009557546,0.0004897717,0.00047200633,0.0005532117,0.0006671814,0.0009126814,0.0005127178,0.00006598676,0.00015089534],"category_scores_gemma":[0.000032379656,0.0003793594,0.00008532317,0.0011289943,0.00016720683,0.00079973217,0.00040400567,0.0002725569,0.000050333005],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090589887,0.00026609126,0.051368225,0.001945551,0.00043224727,0.00041501064,0.0003728663,0.44260484,0.000072448245,0.4894101,0.0009496487,0.011257085],"study_design_scores_gemma":[0.028850168,0.0019283681,0.2825155,0.012213456,0.0013794167,0.000046802154,0.13315895,0.40354332,0.018420756,0.019221285,0.09322425,0.0054977317],"about_ca_topic_score_codex":0.00027711788,"about_ca_topic_score_gemma":0.0011305109,"teacher_disagreement_score":0.4701888,"about_ca_system_score_codex":0.00020904778,"about_ca_system_score_gemma":0.000051734693,"threshold_uncertainty_score":0.99986583},"labels":[],"label_agreement":null},{"id":"W3151539703","doi":"10.5267/j.uscm.2021.3.008","title":"Ambidexterity and agility in achieving dry port effectiveness in the greater Jakarta","year":2021,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ambidexterity; Business; Agile software development; Port (circuit theory); Structural equation modeling; Knowledge management; Operations management; Process management; Computer science; Engineering","score_opus":0.013084940817894124,"score_gpt":0.2417027280855572,"score_spread":0.22861778726766308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151539703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806817,0.00015633811,0.0008442455,0.0036227563,0.0002892975,0.0010466147,0.000004359346,0.000059276666,0.013295412],"genre_scores_gemma":[0.99658674,0.000036755388,0.00014785648,0.0025038596,0.00015764033,0.00025347475,0.000053031887,0.000018984332,0.00024167447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981678,0.0001899799,0.00037989256,0.00055954244,0.0003470806,0.00035568376],"domain_scores_gemma":[0.9991694,0.00015148724,0.00009935049,0.00048658164,0.000081608065,0.000011565452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018857063,0.00023423549,0.00026525292,0.00032961773,0.00013436476,0.0004588081,0.0002969468,0.00005421248,0.00017218415],"category_scores_gemma":[0.00012681875,0.0001995295,0.000051693598,0.0011727926,0.00006969244,0.000551324,0.00047812655,0.00018877638,0.0000281491],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077843346,0.00017286939,0.979637,0.00061938155,0.00002506339,0.0005547203,0.00039050996,0.00071917323,0.00007257132,0.009680883,0.000531008,0.007518936],"study_design_scores_gemma":[0.0010044466,0.000006871716,0.97436905,0.00023184261,0.000027088752,0.0000020788782,0.0024229446,0.0017758779,0.00002124786,0.0033194104,0.016568642,0.00025051535],"about_ca_topic_score_codex":0.0009820955,"about_ca_topic_score_gemma":0.0025218718,"teacher_disagreement_score":0.016037634,"about_ca_system_score_codex":0.00011932832,"about_ca_system_score_gemma":0.000016421887,"threshold_uncertainty_score":0.8136577},"labels":[],"label_agreement":null},{"id":"W3178388041","doi":"10.5430/jms.v12n2p7","title":"Modeling Business Process Knowledge Using a Combined DEMATEL Approach and Fuzzy Network Analysis Process","year":2021,"lang":"en","type":"article","venue":"Journal of Management and Strategy","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Knowledge management; Knowledge value chain; Computer science; Process (computing); Organizational learning; Business process; Dimension (graph theory); Domain knowledge; Personal knowledge management; Body of knowledge; Knowledge engineering; Process management; Business; Work in process; Engineering; Mathematics; Operations management","score_opus":0.027894461810114287,"score_gpt":0.2715224536077444,"score_spread":0.24362799179763012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178388041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88627535,0.0026692683,0.09332553,0.0001539653,0.0002674263,0.00033678516,0.0000011393206,0.000033990582,0.01693654],"genre_scores_gemma":[0.9977394,0.0001601803,0.001253237,0.00008809612,0.00057316874,0.000010370001,0.000011757629,0.00002029757,0.0001435089],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985034,0.000027435992,0.0006152546,0.0002799423,0.00031750434,0.00025645446],"domain_scores_gemma":[0.99819714,0.00001817195,0.00043128605,0.00013512297,0.0011862888,0.000032012555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005527388,0.00022050345,0.00047435972,0.0005115677,0.00025391896,0.0008547813,0.00017124873,0.000060084047,0.000027263382],"category_scores_gemma":[0.000032245764,0.0001970128,0.00007963712,0.0029005008,0.00003927686,0.0012856311,0.00014418394,0.00014161112,0.0000012365533],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001702252,0.00027828,0.030026035,0.0022551096,0.0011501666,0.000103725426,0.00016141533,0.95740634,0.000020773292,0.0064682886,0.00015892419,0.0018007284],"study_design_scores_gemma":[0.0016241404,0.00001963028,0.00826684,0.00031803965,0.0027958674,0.000038580438,0.0052549406,0.9681574,0.0000073195824,0.012886947,0.00021265182,0.00041765923],"about_ca_topic_score_codex":0.000012469023,"about_ca_topic_score_gemma":0.000039735824,"teacher_disagreement_score":0.11146403,"about_ca_system_score_codex":0.000021610947,"about_ca_system_score_gemma":0.000064434484,"threshold_uncertainty_score":0.82426757},"labels":[],"label_agreement":null},{"id":"W3180227777","doi":"10.1108/jbim-01-2020-0010","title":"Salesforce responsive roles in turbulent times: case studies in agility selling","year":2021,"lang":"en","type":"article","venue":"Journal of Business and Industrial Marketing","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Exploit; Business; Marketing; Agile software development; Dyad; Originality; Qualitative research; Computer science; Management; Economics","score_opus":0.05570702282252185,"score_gpt":0.2868732735703818,"score_spread":0.23116625074785993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180227777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946058,0.00211435,0.000043815573,0.0019434529,0.0007083961,0.00012044135,0.0000011220174,0.000008560623,0.0004540718],"genre_scores_gemma":[0.997761,0.00046429725,0.00013327331,0.00022178084,0.0013301375,0.000003295183,0.00000194094,0.000013737119,0.000070531554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982981,0.00017062895,0.0008838464,0.00019866937,0.00024515056,0.00020359653],"domain_scores_gemma":[0.99723214,0.0007147926,0.00066037424,0.00010329324,0.0012733954,0.000016017568],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0032419555,0.00016068683,0.0004368313,0.00050771964,0.0001109226,0.0002749543,0.00009007295,0.000102788756,0.00006172644],"category_scores_gemma":[0.008623229,0.00014482277,0.000047916677,0.0014953344,0.000060378752,0.0011088579,0.00015415132,0.00037488664,0.0000014475881],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011938326,0.0009437161,0.72587836,0.0020577088,0.0004140801,0.086973794,0.003184837,0.049361113,0.0023335253,0.0005961281,0.015145141,0.10117327],"study_design_scores_gemma":[0.054324184,0.00021091038,0.34101453,0.047820386,0.00092526,0.022552554,0.294643,0.04050501,0.0011336803,0.0053314967,0.18683742,0.004701561],"about_ca_topic_score_codex":0.00008759093,"about_ca_topic_score_gemma":0.00034706848,"teacher_disagreement_score":0.38486382,"about_ca_system_score_codex":0.00010672009,"about_ca_system_score_gemma":0.00017298966,"threshold_uncertainty_score":0.99972755},"labels":[],"label_agreement":null},{"id":"W3183649046","doi":"10.5465/ambpp.2021.13030symposium","title":"Team-level Resources: The Answer to Today's Organizational Challenges","year":2021,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agile software development; Teamwork; Virtuality (gaming); Psychology; Sociology; Animation; Management; Computer science; Art; Visual arts","score_opus":0.03217824715736949,"score_gpt":0.2440914307154812,"score_spread":0.2119131835581117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183649046","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14499737,0.0011308325,0.00077202416,0.24473946,0.0005947773,0.0015071953,0.000012158932,0.00044631204,0.60579985],"genre_scores_gemma":[0.976193,0.00026653646,0.0010005678,0.014280538,0.0011723461,0.0000828725,0.0000084082985,0.000046810394,0.006948926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983237,0.0000047745093,0.000371019,0.00042411647,0.0006166497,0.0002597395],"domain_scores_gemma":[0.9992079,0.000036206053,0.00022713532,0.000115460636,0.0003944089,0.000018873934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043606185,0.00019023722,0.00018339657,0.00025699646,0.00021022279,0.0002717551,0.00059805624,0.000073875366,0.00050397206],"category_scores_gemma":[0.00022198804,0.00015984022,0.00005205191,0.0015008894,0.00005662209,0.0008228875,0.0007911,0.00014905963,0.00024167911],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004131348,0.00012659933,0.005884011,0.0006816931,0.00015375274,0.0000024938283,0.0008440067,0.00008029864,0.0006168543,0.72280276,0.26030517,0.008461052],"study_design_scores_gemma":[0.00033439766,0.00000585868,0.033062577,0.0001375831,0.00008019658,0.000001622082,0.0047584716,0.0000919937,0.00073686277,0.0058857156,0.9546807,0.00022405753],"about_ca_topic_score_codex":0.000005265624,"about_ca_topic_score_gemma":0.000003910743,"teacher_disagreement_score":0.83119565,"about_ca_system_score_codex":0.000032334305,"about_ca_system_score_gemma":0.0000089472405,"threshold_uncertainty_score":0.65180945},"labels":[],"label_agreement":null},{"id":"W3203127694","doi":"10.2196/32336","title":"Information Technology Ambidexterity, Digital Dynamic Capability, and Knowledge Processes as Enablers of Patient Agility: Empirical Study","year":2021,"lang":"en","type":"article","venue":"JMIRx Med","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ambidexterity; Enabling; Knowledge management; Structural equation modeling; Dynamic capabilities; Psychology; Business; Process management; Operations management; Computer science; Engineering","score_opus":0.008702328129034757,"score_gpt":0.27105514845473694,"score_spread":0.2623528203257022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203127694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99236345,0.00006847871,0.00009700547,0.0017325454,0.00017820467,0.00055889005,0.000008054399,0.00011834058,0.004875036],"genre_scores_gemma":[0.99946725,0.00000442181,0.000023633487,0.0001637866,0.000030643827,0.00009112504,0.000042904896,0.000008645437,0.00016758435],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989963,0.000013902727,0.0004190136,0.00019215343,0.00022768363,0.0001509179],"domain_scores_gemma":[0.99843395,0.000057465895,0.000201204,0.00025377263,0.0010404312,0.0000131578845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012666009,0.00013283173,0.00021877169,0.00028329054,0.00008351414,0.00031940723,0.00012648874,0.000069203445,0.000074468866],"category_scores_gemma":[0.0016461663,0.00012783271,0.00002437905,0.0013383528,0.00010931429,0.0017844363,0.00049119134,0.000093279064,0.000056955432],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010945524,0.0017130815,0.9564902,0.0015074179,0.000060224247,0.0000121987905,0.0038309905,0.00002651113,0.00018580767,0.0003930425,0.0023870678,0.033283994],"study_design_scores_gemma":[0.0064471653,0.00072706526,0.29513973,0.00056422135,0.00032122136,0.000039737748,0.14737351,0.0035020632,0.0025263664,0.029542925,0.5120504,0.0017655953],"about_ca_topic_score_codex":0.00004580145,"about_ca_topic_score_gemma":0.0005974161,"teacher_disagreement_score":0.6613505,"about_ca_system_score_codex":0.000052000883,"about_ca_system_score_gemma":0.00015454229,"threshold_uncertainty_score":0.52128667},"labels":[],"label_agreement":null},{"id":"W3205615346","doi":"10.51325/ijbeg.v4i3.78","title":"&lt;b&gt;The Impact of strategic Agility on the&lt;/b&gt; &lt;b&gt;SMEs competitive capabilities in the Kingdom of Bahrain &lt;/b&gt;","year":2021,"lang":"en","type":"article","venue":"EuroMid Journal of Business and Tech-innovation (EJBTI)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Underpinning; Contingency theory; Business; Strategic planning; Dynamic capabilities; Resource (disambiguation); Strategic fit; Contingency; Strategic management; Competitive advantage; Contingency plan; Industrial organization; Business environment; Knowledge management; Process management; Resource-based view; Marketing; Computer science; Management; Economics; Engineering; Business administration","score_opus":0.03626125976766877,"score_gpt":0.26154832906354847,"score_spread":0.2252870692958797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205615346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836655,0.0004955465,0.0005398223,0.006785954,0.0005354213,0.0004940859,0.000048569105,0.00002841312,0.0074066757],"genre_scores_gemma":[0.9983559,0.00013483125,0.00008215971,0.000615698,0.00063826423,0.000018119641,0.00003780204,0.000038973474,0.00007825569],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9963018,0.0002779358,0.0017194586,0.00035971773,0.0009835099,0.000357614],"domain_scores_gemma":[0.9916095,0.00089920603,0.0022065893,0.00060488627,0.0046593426,0.00002048281],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031254953,0.00041811608,0.0007218996,0.0007704441,0.00034983866,0.0005382826,0.0006787422,0.00012192808,0.00044927682],"category_scores_gemma":[0.002082879,0.00025120168,0.00020751164,0.0051802513,0.00050915405,0.0009761421,0.00020309007,0.00044742733,0.000006457453],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009806228,0.001458425,0.021171186,0.0007334191,0.00041619,0.000120341945,0.0013575645,0.0042161793,0.14885513,0.8107862,0.0067273937,0.0031773418],"study_design_scores_gemma":[0.004220818,0.00035355543,0.9083295,0.001651449,0.00025610984,0.00012925972,0.004314903,0.0023770635,0.0036905375,0.04107536,0.032732476,0.00086896826],"about_ca_topic_score_codex":0.00009303921,"about_ca_topic_score_gemma":0.00022983646,"teacher_disagreement_score":0.88715833,"about_ca_system_score_codex":0.00011132636,"about_ca_system_score_gemma":0.00039707214,"threshold_uncertainty_score":0.99999404},"labels":[],"label_agreement":null},{"id":"W3205964191","doi":"10.23977/acss.2021.050114","title":"Construction of Network Platform for Personnel Management Based on Computer Aid","year":2021,"lang":"en","type":"article","venue":"Advances in Computer Signals and Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Human resource management; Scientific management; Work (physics); Engineering management; Technology management; Data management; Computer science; Information management; Knowledge management; Staff management; Process management; Operations management; Business; Engineering; Database","score_opus":0.014425853342388334,"score_gpt":0.23448448095706037,"score_spread":0.22005862761467204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205964191","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015026169,0.0011650922,0.97796524,0.0000948041,0.00323333,0.0005485803,0.0000070749547,0.000041727006,0.0019179662],"genre_scores_gemma":[0.9669879,0.00008307893,0.029834587,0.0007600227,0.0021726387,0.0000806467,0.000035466717,0.000017022763,0.00002864803],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990132,0.000014141156,0.00035926135,0.00027815357,0.00016881191,0.00016642592],"domain_scores_gemma":[0.9993039,0.00015270937,0.00021501887,0.00015146911,0.00016786055,0.000009043441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022686752,0.00013233372,0.000261203,0.00013047773,0.00009125679,0.00018193809,0.000090235546,0.000036248868,0.000012924933],"category_scores_gemma":[0.000004946397,0.00012594099,0.000047119323,0.00033188128,0.00003283646,0.0004931641,0.00006772692,0.000044044682,0.0000027378546],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011087868,0.00008259769,0.011511767,0.0015254158,0.00003502065,0.000019485662,0.000054307297,0.87198776,0.0000067543906,0.051409386,0.0016168148,0.061639782],"study_design_scores_gemma":[0.0012135688,0.0000425115,0.00031721758,0.0007580268,0.000016520298,0.0000030090252,0.00023650266,0.94834137,0.000012885535,0.0012753069,0.047615167,0.0001679423],"about_ca_topic_score_codex":0.0000089692085,"about_ca_topic_score_gemma":0.000017153085,"teacher_disagreement_score":0.9519617,"about_ca_system_score_codex":0.00001912069,"about_ca_system_score_gemma":0.000009374884,"threshold_uncertainty_score":0.5135725},"labels":[],"label_agreement":null},{"id":"W3210838719","doi":"10.1111/caim.12470","title":"Opening a black box: The moderating effect of managing dualities on the relation between explorative and exploitative activities and business performance in manufacturing firms","year":2021,"lang":"en","type":"article","venue":"Creativity and Innovation Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Relation (database); Business; Black box; Industrial organization; Marketing; Computer science","score_opus":0.03351414181195629,"score_gpt":0.2579704664289122,"score_spread":0.22445632461695592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210838719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816905,0.000042746167,0.0033234898,0.0020776128,0.0000429657,0.000524739,0.0000034625411,0.000022933613,0.0122714965],"genre_scores_gemma":[0.99906164,0.00010573533,0.000106649684,0.00025158247,0.0000772037,0.00010581773,0.000027827591,0.000012302093,0.00025122988],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99897665,0.00010834881,0.00031246952,0.0002596522,0.00020985225,0.00013302368],"domain_scores_gemma":[0.99883616,0.00060723064,0.0002786056,0.00014802095,0.00012575311,0.000004254777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009458097,0.00017561576,0.00021664992,0.00034362302,0.00041527968,0.00044610235,0.00006724828,0.000029778554,0.000011893951],"category_scores_gemma":[0.00017676737,0.00012163983,0.000011380566,0.0010449145,0.00018550402,0.0017788878,0.00027988123,0.00014424481,0.0000010633502],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004407535,0.000085251406,0.33674824,0.0037680226,0.00032795558,0.0000143253465,0.01708785,0.009261947,0.00047195068,0.5181244,0.00025164612,0.11341763],"study_design_scores_gemma":[0.0020041114,0.00010053447,0.88759094,0.0019604948,0.00015504596,0.000001557344,0.05745497,0.023105895,0.012040333,0.012720877,0.0023082704,0.0005569919],"about_ca_topic_score_codex":0.00003053053,"about_ca_topic_score_gemma":0.00002248799,"teacher_disagreement_score":0.5508427,"about_ca_system_score_codex":0.000029289184,"about_ca_system_score_gemma":0.0000073102497,"threshold_uncertainty_score":0.49603283},"labels":[],"label_agreement":null},{"id":"W34425174","doi":"10.1016/j.dci.2021.104239","title":"System Dynamics Model of Knowledge Acquisition via E-Learning of SNS Oriented Knowledge Community in Enterprise","year":2011,"lang":"en","type":"article","venue":"Americas Conference on Information Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Calgary; Council of Agriculture","keywords":"Knowledge management; Computer science; Knowledge acquisition; Dynamics (music); Knowledge-based systems; Knowledge modeling; Domain knowledge","score_opus":0.03527386816571441,"score_gpt":0.2554735612976648,"score_spread":0.2201996931319504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W34425174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36909717,0.000022253615,0.35131854,0.000011321612,0.0006718716,0.00076970423,0.000035075613,0.00019365778,0.2778804],"genre_scores_gemma":[0.9995551,0.000005611419,0.00008853302,0.000024512326,0.00003544447,0.000083077495,0.00013867245,0.00001362254,0.000055406217],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981651,0.00013878029,0.0011357493,0.00011468141,0.00025517432,0.00019053639],"domain_scores_gemma":[0.99685466,0.00007793308,0.0013807877,0.00037053524,0.0012965278,0.000019551455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066585065,0.00020395494,0.00043757804,0.0008137515,0.00012749576,0.00008173609,0.0003279346,0.00009129053,0.000028616503],"category_scores_gemma":[0.000086637316,0.00020518308,0.000064090855,0.001022695,0.00010780886,0.00205489,0.00016404367,0.00025922598,0.00019030356],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008744586,0.0014109308,0.066144414,0.008239358,0.00013988536,0.0000019905294,0.05347043,0.076698065,0.0005898421,0.77973235,0.0004759468,0.012222325],"study_design_scores_gemma":[0.0005666314,0.000062574254,0.0012841016,0.00084339635,0.000019966456,0.0000013749327,0.026945457,0.9696626,0.000096309035,0.00004802318,0.00028049658,0.00018903763],"about_ca_topic_score_codex":0.0020157497,"about_ca_topic_score_gemma":0.00009553377,"teacher_disagreement_score":0.89296454,"about_ca_system_score_codex":0.000197741,"about_ca_system_score_gemma":0.00008477265,"threshold_uncertainty_score":0.8367123},"labels":[],"label_agreement":null},{"id":"W37144860","doi":"10.1021/acs.est.2c07395","title":"A Study on Organizational Knowledge in Multi-Agent System.","year":2007,"lang":"en","type":"article","venue":"Journal of Convergence Information Technology","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Strategic Environmental Research and Development Program","keywords":"Computer science; Knowledge management; Business","score_opus":0.01670977900419045,"score_gpt":0.2714284151486774,"score_spread":0.2547186361444869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W37144860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9441476,0.000027705028,0.04967651,0.0004921215,0.001828132,0.0003595476,9.0496945e-7,0.0001077707,0.0033597397],"genre_scores_gemma":[0.99939555,0.0000026213952,0.00025094557,0.00018606393,0.0001324249,0.000005142841,0.0000021601911,0.000005900184,0.000019183366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859846,0.0000075826547,0.00093332754,0.00005992976,0.00026004383,0.00014067414],"domain_scores_gemma":[0.9980035,0.000033526318,0.00081307755,0.00012258999,0.0010173777,0.000009930273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008382985,0.00009934824,0.00017012894,0.0022884626,0.000065593835,0.00007148519,0.00028942912,0.00008621211,0.00009127206],"category_scores_gemma":[0.0003947894,0.00008989859,0.000027423457,0.00199731,0.000033168373,0.0017692691,0.0000761419,0.00019507561,0.0005282963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001892823,0.0008757448,0.88433313,0.00015920281,0.00005634553,0.00007183374,0.0014511341,0.0013240584,0.00023889767,0.1021913,0.0026642738,0.006444817],"study_design_scores_gemma":[0.012742794,0.0006983246,0.6222948,0.00080052204,0.000117923104,0.00021566375,0.2084851,0.012369168,0.0031458759,0.0015144171,0.13654652,0.00106894],"about_ca_topic_score_codex":0.000006654742,"about_ca_topic_score_gemma":0.000055641805,"teacher_disagreement_score":0.26203835,"about_ca_system_score_codex":0.00017576898,"about_ca_system_score_gemma":0.0000718533,"threshold_uncertainty_score":0.6790356},"labels":[],"label_agreement":null},{"id":"W4205692678","doi":"10.1037/str0000230","title":"A person-centered perspective on the combined effects of global and specific LMX components for employees.","year":2022,"lang":"en","type":"article","venue":"International Journal of Stress Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Psychology; Perspective (graphical); Social psychology; Person–environment fit; Computer science","score_opus":0.023109236970715822,"score_gpt":0.2572203331585851,"score_spread":0.2341110961878693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205692678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97151667,0.00032503146,0.0030122178,0.012699899,0.0043307836,0.001091798,0.000105563566,0.000023126233,0.006894884],"genre_scores_gemma":[0.9987928,0.000031820535,0.00009295192,0.00059104303,0.0003488263,0.000043350534,0.000010103381,0.000010575796,0.00007847814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99872106,0.000025208496,0.00029148255,0.0001446075,0.0007105644,0.000107079846],"domain_scores_gemma":[0.99868697,0.0001245015,0.00057082047,0.000107546664,0.0004996473,0.000010499403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020388511,0.0001173588,0.00015715019,0.00019655621,0.00014042035,0.00017253905,0.0005407163,0.000010531139,0.00010392732],"category_scores_gemma":[0.000055885157,0.00009488016,0.000106587046,0.00018332314,0.000049090704,0.00023460644,0.00030343613,0.00009345525,0.0000026928694],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004769753,0.0025340826,0.05710078,0.00035253208,0.0024472147,0.00024770127,0.0007280229,0.0030599881,0.00027195778,0.8565704,0.064805165,0.0071123955],"study_design_scores_gemma":[0.040384244,0.0021900616,0.59481454,0.0024101217,0.0009711063,0.00005529454,0.06577057,0.007212213,0.0007720005,0.052959923,0.23107098,0.0013889535],"about_ca_topic_score_codex":0.000037726157,"about_ca_topic_score_gemma":0.000005961434,"teacher_disagreement_score":0.8036105,"about_ca_system_score_codex":0.0002981244,"about_ca_system_score_gemma":0.0000092999635,"threshold_uncertainty_score":0.38691005},"labels":[],"label_agreement":null},{"id":"W4206088044","doi":"10.23919/fruct53335.2021.9599991","title":"Proceedings of the 30th Conference of Open Innovations Association FRUCT","year":2021,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Leibniz-Gemeinschaft; Slovenská technická univerzita v Bratislave; Moscow Institute of Physics and Technology; Technical University of Sofia; Samara University; Universität Rostock; ITMO University; Kazan Federal University; Università degli Studi di Messina; Universidade do Minho; Università degli Studi di Roma Tor Vergata; San José State University; Skolkovo Institute of Science and Technology; Oulun Yliopisto; Multimedia University; Universitat de Barcelona; Dong-Eui University; Universitetet i Oslo; National Tsing Hua University; Russian Academy of Sciences; Sultan Qaboos University; Kungliga Tekniska Högskolan; University of Westminster; Shanghai Educational Development Foundation; Università degli Studi di Trento; Università di Pisa; Fondazione Bruno Kessler; Lomonosov Moscow State University; University of Lethbridge; Aalto-Yliopisto; Institut national de recherche en informatique et en automatique (INRIA); Universitat Autònoma de Barcelona; Bauman Moscow State Technical University; National Research University Higher School of Economics; Helsingin Yliopisto; Deakin University; Universidade da Beira Interior; Université de Genève; Università degli Studi di Milano; Universidade Federal do ABC; Dell EMC; Saint Petersburg State University; National Chiao Tung University; University of Limerick; Princeton University; Latvijas Universitate; Jordan University of Science and Technology; Queen Mary University of London; University of the West of England; Innopolis University; Tomsk Polytechnic University; Universitat Pompeu Fabra; Università di Bologna","keywords":"Association (psychology); Computer science; Psychology","score_opus":0.030858673765703115,"score_gpt":0.2556188011158282,"score_spread":0.22476012735012507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206088044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5454303,0.000005019339,0.00026426066,0.0055721835,0.00027300778,0.00026561835,0.000005446462,0.000022845132,0.4481613],"genre_scores_gemma":[0.9933075,0.0000013333672,0.00025777833,0.00058348046,0.00007568746,0.000010333465,0.000005740394,0.0000041137455,0.005754045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99944854,0.0000021126739,0.00022183266,0.00008664427,0.000185678,0.00005520471],"domain_scores_gemma":[0.9968594,0.000023233815,0.0004031094,0.000078846526,0.0026338845,0.0000015765681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018300748,0.000042808617,0.000093689836,0.00005092143,0.000056859797,0.0002773435,0.00027192832,0.000023928806,0.0007820917],"category_scores_gemma":[0.000731155,0.000032904394,0.000019953673,0.0014132116,0.000015116971,0.0009472823,0.00037738396,0.000038428185,0.000009313871],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003657735,0.000051787873,0.40632483,0.000057770907,0.00002000831,4.5545864e-8,0.000054952958,0.00000781369,0.012117728,0.54045814,0.04060723,0.00029606422],"study_design_scores_gemma":[0.0014226094,0.000009787996,0.65621096,0.00031542798,0.00012489925,5.789788e-7,0.0046030516,0.0019949167,0.08893559,0.039572988,0.20645577,0.00035343925],"about_ca_topic_score_codex":0.00015108359,"about_ca_topic_score_gemma":0.00016010998,"teacher_disagreement_score":0.5008851,"about_ca_system_score_codex":0.000022536135,"about_ca_system_score_gemma":0.00006907113,"threshold_uncertainty_score":0.8563355},"labels":[],"label_agreement":null},{"id":"W4207081028","doi":"10.33423/jabe.v23i6.4689","title":"Preparing Agile Transformation: A Framework for Assessment of the Organizational Culture Readiness","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Agile software development; Organizational culture; Business; Organizational change; Process management; Knowledge management; Change management (ITSM); Transformation (genetics); Culture change; Management; Computer science; Public relations; Marketing; Sociology; Political science; Economics","score_opus":0.01054501198918715,"score_gpt":0.2308943694590717,"score_spread":0.22034935746988457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207081028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8415529,0.000108444554,0.13737406,0.0031621894,0.0015796738,0.0004194814,0.000020674403,0.000015279576,0.015767287],"genre_scores_gemma":[0.9934279,0.00008756829,0.0052440697,0.00041070813,0.00077277777,0.000007751379,0.000013944863,0.000012884329,0.000022441394],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933374,0.0000020690434,0.00042434092,0.00008688974,0.00007894223,0.00007401328],"domain_scores_gemma":[0.9984431,0.000040014682,0.00060501974,0.00009959035,0.0008045917,0.000007684537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016207874,0.000085098436,0.0001993479,0.000060421055,0.0001265592,0.00020258698,0.00012536642,0.000055202643,0.000046277033],"category_scores_gemma":[0.000068708316,0.00006494741,0.000048577956,0.0003602715,0.00002748328,0.0005167497,0.000056994304,0.00007779934,5.465955e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013755252,0.00015582099,0.012439006,0.0007189127,0.00014144265,6.728928e-7,0.0004481117,0.038874004,0.0015342545,0.9412379,0.00148139,0.0028308795],"study_design_scores_gemma":[0.006059012,0.000032199445,0.15875663,0.00094322825,0.0007476602,0.00009136812,0.0064398125,0.0291761,0.0059619294,0.3951453,0.39565372,0.000993058],"about_ca_topic_score_codex":0.000001732557,"about_ca_topic_score_gemma":0.000015345868,"teacher_disagreement_score":0.5460926,"about_ca_system_score_codex":0.000032264794,"about_ca_system_score_gemma":0.00013551461,"threshold_uncertainty_score":0.26484784},"labels":[],"label_agreement":null},{"id":"W4211142060","doi":"10.1109/icnsc52481.2021.9702183","title":"Group Role Assignment with a Training Plan","year":2021,"lang":"en","type":"article","venue":"2021 IEEE International Conference on Networking, Sensing and Control (ICNSC)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"Fundamental Research Funds for the Central Universities; Nature","keywords":"Plan (archaeology); Training (meteorology); Computer science; Premise; Artificial intelligence; Operations research; Engineering","score_opus":0.038950572636593066,"score_gpt":0.23747717067365207,"score_spread":0.198526598037059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211142060","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32268885,0.0006388548,0.20036104,0.022958416,0.013660972,0.0011134446,0.00005904636,0.0006090702,0.43791032],"genre_scores_gemma":[0.9915561,0.00003538968,0.0001955381,0.0041261427,0.0033342734,0.000012695855,0.00006700747,0.00002905252,0.000643814],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983874,0.000038685885,0.00030258248,0.00048302888,0.00048618388,0.0003021381],"domain_scores_gemma":[0.99899125,0.00009178138,0.00025801017,0.00019073155,0.0004350388,0.000033158158],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00021821739,0.00025227328,0.00027784452,0.00014716045,0.00022207265,0.0010776434,0.0001458574,0.00007088748,0.00035334687],"category_scores_gemma":[0.00004499289,0.00023509562,0.000058009067,0.00024082541,0.00006380528,0.00033722245,0.00005326917,0.00022808518,0.000038308073],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028150147,0.00060222944,0.019543268,0.000105365245,0.0018021887,0.0016129519,0.0018394786,0.018929968,0.02494123,0.2252314,0.009504122,0.6930728],"study_design_scores_gemma":[0.006383031,0.00013479039,0.0026298247,0.0013574035,0.00024566526,0.00011337929,0.0050413073,0.7284089,0.0002944895,0.007544833,0.24662752,0.0012188908],"about_ca_topic_score_codex":0.00014547944,"about_ca_topic_score_gemma":0.0007321869,"teacher_disagreement_score":0.7094789,"about_ca_system_score_codex":0.000055648863,"about_ca_system_score_gemma":0.000080198566,"threshold_uncertainty_score":0.99995935},"labels":[],"label_agreement":null},{"id":"W4224129051","doi":"10.2196/33360","title":"Learning Agility of Learning and Development Professionals in the Life Sciences Field During the COVID-19 Pandemic: Empirical Study","year":2022,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Work (physics); Coronavirus disease 2019 (COVID-19); Face (sociological concept); Psychology; Public relations; Political science; Business; Medical education; Sociology; Medicine; Engineering; Social science","score_opus":0.16622224651174786,"score_gpt":0.5106847069868042,"score_spread":0.34446246047505635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224129051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754851,0.00017786602,0.00009226261,0.023517745,0.00013808512,0.00025215215,1.4418295e-7,0.0000042294937,0.00033240533],"genre_scores_gemma":[0.9984057,0.000021528522,0.0000073755214,0.0012632272,0.00020287695,0.000035302946,2.8079464e-7,0.000003976624,0.00005974574],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9940972,0.0015995918,0.00053834805,0.00015232942,0.003409909,0.00020262587],"domain_scores_gemma":[0.99087715,0.008204413,0.00039139582,0.00006911799,0.00041057335,0.000047350783],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.026242588,0.00006866596,0.00017267498,0.0004394389,0.0011106723,0.00012436444,0.0007340223,0.000028967514,0.0012754651],"category_scores_gemma":[0.047359567,0.000037179336,0.000029805939,0.00096010877,0.00022012967,0.00033154935,0.0010749303,0.00254739,0.0000022783213],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004156617,0.0003758817,0.98250496,0.000048674567,0.000030422816,0.00006406154,0.01158135,0.00035465433,0.000027795113,0.00002223359,0.0015759013,0.0029984144],"study_design_scores_gemma":[0.0016826848,0.0005096979,0.24288358,0.0002042451,0.0000115013345,0.00007674305,0.6136128,0.001402691,0.000020731048,0.00021921299,0.13926202,0.00011410485],"about_ca_topic_score_codex":0.00017431958,"about_ca_topic_score_gemma":0.00014681174,"teacher_disagreement_score":0.73962134,"about_ca_system_score_codex":0.00013464634,"about_ca_system_score_gemma":0.0009240499,"threshold_uncertainty_score":0.9997538},"labels":[],"label_agreement":null},{"id":"W4226354156","doi":"10.1504/ijpqm.2022.121309","title":"Investigating the impact of organisational cohesion on employees' productivity of Mashhad bus organisation, using the adaptive neuro fuzzy inference system","year":2022,"lang":"en","type":"article","venue":"International Journal of Productivity and Quality Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"","keywords":"Cohesion (chemistry); Productivity; Statistical population; Knowledge management; Adaptive neuro fuzzy inference system; Business; Artificial neural network; Operations management; Computer science; Engineering; Process management; Fuzzy logic; Artificial intelligence; Mathematics; Economics; Fuzzy control system; Statistics; Economic growth","score_opus":0.059875896899802446,"score_gpt":0.31970038491555,"score_spread":0.25982448801574753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226354156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919329,0.000027963204,0.003303849,0.0030682285,0.00081670494,0.00045209893,0.000025457304,0.000015008415,0.00035773424],"genre_scores_gemma":[0.9988782,0.0000039260517,0.00029733224,0.000117783355,0.0006496407,0.000011321023,0.0000061873316,0.000013576834,0.000022074162],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99729496,0.0003221639,0.0007491271,0.00024632094,0.0012692291,0.000118185584],"domain_scores_gemma":[0.99621266,0.00036515188,0.0020176913,0.0002766992,0.0011147702,0.000013025102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029959793,0.00016166744,0.0002540849,0.0002969181,0.0003702679,0.00013554568,0.00054920994,0.00001878045,0.00005263901],"category_scores_gemma":[0.00093834684,0.000108477514,0.00010564151,0.0005489528,0.0001986415,0.0007717867,0.0005655017,0.00026630773,0.0000011564221],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014379967,0.0021762005,0.2632572,0.0006285159,0.0016831453,0.000016988966,0.0047265342,0.35975555,0.0153398,0.34291425,0.001579187,0.006484641],"study_design_scores_gemma":[0.002855695,0.0008644485,0.92000765,0.00059061084,0.0005156737,0.000091203154,0.026144037,0.010783431,0.007032302,0.028535798,0.0018279717,0.0007511518],"about_ca_topic_score_codex":0.0006217117,"about_ca_topic_score_gemma":0.000019867648,"teacher_disagreement_score":0.6567505,"about_ca_system_score_codex":0.00028183075,"about_ca_system_score_gemma":0.00013015834,"threshold_uncertainty_score":0.44235846},"labels":[],"label_agreement":null},{"id":"W4229061380","doi":"10.5149/9781469669809_taras","title":"The X-Culture Handbook of Collaboration and Problem Solving in Global Virtual Teams","year":2022,"lang":"en","type":"book","venue":"UNC Greensboro University Libraries eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of North Carolina at Greensboro; Università degli Studi di Roma Tor Vergata; Università di Bologna; MacEwan University; Università di Macerata","keywords":"Virtual team; Diversity (politics); Creativity; Work (physics); Knowledge management; Public relations; Psychology; Sociology; Political science; Engineering; Computer science; Social psychology","score_opus":0.0049210169540146245,"score_gpt":0.1688106737692404,"score_spread":0.16388965681522577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229061380","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008068452,0.0008964439,0.00026458447,0.00035202468,0.00048573807,0.0010689186,0.00022496008,0.00016789275,0.9957326],"genre_scores_gemma":[0.013931396,0.00013840923,0.00062041346,0.00056912156,0.00063265866,0.000009436076,0.0004890325,0.00006999894,0.9835395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984989,0.000048049886,0.00034955135,0.0004077942,0.00044228646,0.00025339267],"domain_scores_gemma":[0.99866813,0.00012851832,0.0005861212,0.00031811823,0.00027862177,0.000020479165],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019048303,0.00032298776,0.00037100067,0.00026444407,0.0008123025,0.00046605567,0.00053736835,0.00022097367,0.000117573705],"category_scores_gemma":[0.00006134237,0.0003083673,0.00007671749,0.0003760618,0.00047665893,0.0011206028,0.0010811513,0.00035218697,0.000006611606],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005186188,0.000029727726,0.0047269375,0.0002417484,0.00011815523,0.000065570544,0.0016217274,0.00011990909,0.000017363342,0.82047737,0.16672711,0.0053357678],"study_design_scores_gemma":[0.00093353103,0.00004779907,0.00019779979,0.00024633182,0.00010317077,0.0000015436541,0.004823803,0.0001409982,0.0000067006577,0.021354275,0.9717922,0.00035181135],"about_ca_topic_score_codex":0.0002662362,"about_ca_topic_score_gemma":0.0035119276,"teacher_disagreement_score":0.8050651,"about_ca_system_score_codex":0.0003823477,"about_ca_system_score_gemma":0.0007726523,"threshold_uncertainty_score":0.9999368},"labels":[],"label_agreement":null},{"id":"W4231550645","doi":"10.22215/etd/2011-09699","title":"Job design for IT-shared services organizations","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Library science; Political science; Humanities; Computer science; Art","score_opus":0.022691526559778928,"score_gpt":0.2525433648183486,"score_spread":0.22985183825856967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231550645","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070531913,0.00033884807,0.18415616,0.0011916293,0.010837526,0.0069173253,0.00014860243,0.002057582,0.7872991],"genre_scores_gemma":[0.23124507,0.000106670406,0.024489911,0.01358577,0.009709437,0.0027496319,0.046317898,0.0008969523,0.6708987],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891835,0.0000056308018,0.0003564394,0.0003404893,0.00018401498,0.00019506342],"domain_scores_gemma":[0.99757606,0.000055774944,0.0003714403,0.00025731043,0.0017295548,0.000009851353],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000110919485,0.0002651868,0.00022670878,0.00035750758,0.00026942673,0.00067755143,0.00037867238,0.00018765038,0.0067412783],"category_scores_gemma":[0.0001539373,0.00026092355,0.00005979682,0.00087815657,0.0000073583087,0.0010871623,0.00004060521,0.00007469397,0.0010026218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046380836,0.0002796166,0.0046836636,0.005383557,0.0003433627,0.0000041595204,0.0018196226,0.00041481177,0.00089871243,0.062507905,0.92064995,0.002550822],"study_design_scores_gemma":[0.0018227709,0.000038330487,0.006534668,0.0008797809,0.0010614668,7.1714413e-7,0.010411216,0.0099957585,0.0015620491,0.015624207,0.94990677,0.0021622602],"about_ca_topic_score_codex":0.00037817046,"about_ca_topic_score_gemma":0.004167931,"teacher_disagreement_score":0.22419189,"about_ca_system_score_codex":0.000021796714,"about_ca_system_score_gemma":0.00009140485,"threshold_uncertainty_score":0.9999843},"labels":[],"label_agreement":null},{"id":"W4232508498","doi":"10.4018/978-1-60566-677-8.ch120","title":"The Strategic Implications of E-Network Integration and Transformation Paths for Synchronizing Supply Chains","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Supply chain; Synchronizing; Database transaction; Business; Supply chain management; Transaction cost; Industrial organization; Service management; Process management; Computer science; Marketing; Telecommunications","score_opus":0.027287961776018613,"score_gpt":0.2373702662305673,"score_spread":0.2100823044545487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232508498","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042633121,0.00039732072,0.017021848,0.00029862617,0.00042048306,0.0012371129,0.00014364424,0.00008463526,0.97997],"genre_scores_gemma":[0.9954219,0.000039757866,0.00015500656,0.00023190184,0.00078455964,0.00014856979,0.00007573468,0.000032732296,0.003109854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989575,0.0000046738096,0.000478664,0.00021947992,0.00014596379,0.00019372949],"domain_scores_gemma":[0.9987619,0.000060055627,0.0004999521,0.0002543865,0.00041072414,0.000013009848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020038671,0.00024058444,0.00022649072,0.000061907675,0.00034724697,0.00027272772,0.00019898116,0.00016082179,0.000017576318],"category_scores_gemma":[0.000015695674,0.00019557115,0.000100847225,0.00004533496,0.00010078108,0.00024329,0.000047937858,0.000102912905,0.000011156194],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003842678,0.0000041917265,0.000032776356,0.0000953622,0.000036483787,1.6158047e-7,0.000044263696,0.000015668129,0.000013718151,0.98462003,0.0010796103,0.014019323],"study_design_scores_gemma":[0.00031690844,0.000029650173,0.00017238472,0.00028056174,0.0001638677,0.0000020835344,0.00015960238,0.0008263747,0.000011662675,0.9621688,0.03561487,0.00025318985],"about_ca_topic_score_codex":0.000087779765,"about_ca_topic_score_gemma":0.001420438,"teacher_disagreement_score":0.99499553,"about_ca_system_score_codex":0.00007613045,"about_ca_system_score_gemma":0.00008031097,"threshold_uncertainty_score":0.797516},"labels":[],"label_agreement":null},{"id":"W4232751726","doi":"10.4018/9781931777148.ch014","title":"Ad Hoc Virtual Teams","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"The Internet; Virtual team; Videoconferencing; World Wide Web; Computer science; Information and Communications Technology; Collaborative software; Instant messaging; Emerging technologies; Knowledge management; Virtual organization; Multimedia; Geography","score_opus":0.015376699245841154,"score_gpt":0.2191585452042913,"score_spread":0.20378184595845014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232751726","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001517525,0.0003558058,0.00025523923,0.000071153314,0.0020924981,0.00040874034,0.00006570733,0.00042050882,0.99617857],"genre_scores_gemma":[0.2778279,0.000018238876,0.00012570157,0.005014805,0.0045547187,0.000056417724,0.00004940425,0.00018411926,0.7121687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981949,0.0000037309612,0.0004591806,0.00054729753,0.00046030898,0.00033461893],"domain_scores_gemma":[0.9985893,0.000015968835,0.00046246845,0.0005794964,0.00032204908,0.000030720512],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001009575,0.0005199929,0.00042867113,0.0001700008,0.00015347051,0.0004046136,0.0005251402,0.00035923457,0.0013938989],"category_scores_gemma":[0.00004034433,0.00053013,0.00020885972,0.000047671285,0.000120113335,0.00030700193,0.0004519505,0.00025839714,0.00610352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063052445,0.000011284397,0.00005905785,0.00004024184,0.00006672826,0.000041325515,0.000014503776,0.000001757666,0.000003394046,0.9310572,0.04901742,0.019624],"study_design_scores_gemma":[0.0002998024,0.00002074947,0.000032306267,0.00016220761,0.000108400505,0.0000037425077,0.000019589073,0.000007787491,0.0000028860375,0.24051923,0.7583397,0.00048358418],"about_ca_topic_score_codex":0.000117793956,"about_ca_topic_score_gemma":0.00041799605,"teacher_disagreement_score":0.70932233,"about_ca_system_score_codex":0.00017654836,"about_ca_system_score_gemma":0.000117361946,"threshold_uncertainty_score":0.99971503},"labels":[],"label_agreement":null},{"id":"W4234274632","doi":"10.1007/978-1-4939-7131-2_101427","title":"Virtual Team","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.014404836347060985,"score_gpt":0.2157400355350596,"score_spread":0.2013351991879986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234274632","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002418037,0.000027932081,0.00085021404,0.00023655243,0.0014778,0.00020509638,0.000005488679,0.00032173382,0.996851],"genre_scores_gemma":[0.004422684,0.00000876468,0.00006128475,0.003193589,0.0076307612,0.000008082061,0.00007816611,0.000072037365,0.9845246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989809,8.4635235e-7,0.00026451828,0.0003138348,0.00029366027,0.00014626035],"domain_scores_gemma":[0.999063,0.000021103055,0.00022905612,0.0003433128,0.0003355746,0.00000795989],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000089414425,0.00026186078,0.0002142932,0.00028679366,0.00009938667,0.00037446237,0.00026015288,0.00017704563,0.07152154],"category_scores_gemma":[0.000043023996,0.00024089862,0.00008865554,0.000056906363,0.00008331083,0.00049753324,0.0002717681,0.00013342133,0.033204142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007518889,0.00000503172,0.000023265953,0.000015283105,0.00001904025,0.0000021837002,0.0000049336236,0.0000014603105,0.0000021731587,0.40356213,0.59480196,0.0015549986],"study_design_scores_gemma":[0.0001286629,0.000008411194,0.000006773214,0.00006499083,0.000040931132,5.162426e-7,0.000023601744,0.00010507756,0.0000029047835,0.021321949,0.9780075,0.00028870546],"about_ca_topic_score_codex":0.000024143787,"about_ca_topic_score_gemma":0.00013410408,"teacher_disagreement_score":0.3832055,"about_ca_system_score_codex":0.0000355358,"about_ca_system_score_gemma":0.000030303105,"threshold_uncertainty_score":0.9823561},"labels":[],"label_agreement":null},{"id":"W4234360501","doi":"10.4018/9781591405566.ch087","title":"Teamwork Issues in Virtual Teams","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Teamwork; Productivity; Knowledge management; Quality (philosophy); Object (grammar); Work (physics); Sociology; Public relations; Psychology; Management; Engineering; Political science; Computer science; Epistemology; Economics; Artificial intelligence","score_opus":0.013956849142517946,"score_gpt":0.23280676594491767,"score_spread":0.21884991680239974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234360501","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029171703,0.00029828743,0.00009351952,0.00011907827,0.0014255731,0.00043467787,0.000027060543,0.0002840919,0.99702597],"genre_scores_gemma":[0.5334353,0.000014148405,0.00009313246,0.002851021,0.0046702195,0.0000577988,0.000035424524,0.000110682035,0.45873228],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981796,0.000005653774,0.00053199125,0.0005341096,0.00040436725,0.00034428027],"domain_scores_gemma":[0.99889815,0.000018953973,0.00036761546,0.0005015091,0.00019152054,0.000022281414],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001454496,0.00048895564,0.0004861964,0.00025750828,0.00009036968,0.00033989872,0.0004919923,0.00036918215,0.00089414197],"category_scores_gemma":[0.00005614723,0.00050734,0.00014341678,0.00007769048,0.00010466251,0.00030775063,0.0003953518,0.00030335266,0.0019358044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005497023,0.00001679176,0.0008117561,0.00004032917,0.000033738925,0.000057532376,0.00003308054,0.000010046515,0.0000018562196,0.95674837,0.03589742,0.006294084],"study_design_scores_gemma":[0.00032824252,0.000015124558,0.0001305557,0.00036732442,0.00004834852,0.0000021642413,0.000042565538,0.000013977599,0.000003274596,0.3562442,0.64230555,0.00049866433],"about_ca_topic_score_codex":0.0009732688,"about_ca_topic_score_gemma":0.0016128143,"teacher_disagreement_score":0.6064081,"about_ca_system_score_codex":0.00020579134,"about_ca_system_score_gemma":0.00008938136,"threshold_uncertainty_score":0.9997378},"labels":[],"label_agreement":null},{"id":"W4235591005","doi":"10.4018/978-1-60566-056-1.ch011","title":"E-Com Supply Chain and SMEs","year":2009,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Supply chain; Business; Industrial organization; Perspective (graphical); Supply chain management; Small and medium-sized enterprises; Point (geometry); Knowledge management; Commerce; Marketing; Computer science; Finance","score_opus":0.010646178940833674,"score_gpt":0.21880136140559633,"score_spread":0.20815518246476267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235591005","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020416775,0.0004581458,0.00006791696,0.00070793054,0.00055774953,0.00038044198,0.00004982787,0.00025245076,0.99732137],"genre_scores_gemma":[0.48981985,0.000022662984,0.00017084721,0.009835997,0.004089448,0.00002839615,0.000051322397,0.00010926422,0.4958722],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863815,0.0000032667958,0.00033442085,0.00044163928,0.00032738392,0.00025511658],"domain_scores_gemma":[0.9991603,0.000018934043,0.00028554056,0.00033549583,0.00017512681,0.00002458352],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000923194,0.0004078239,0.00037446845,0.00015052811,0.00014049794,0.00057410094,0.00024854272,0.00024192633,0.00023425113],"category_scores_gemma":[0.000029286126,0.00041716153,0.000100686244,0.000036904537,0.00008563519,0.0002150186,0.00022006572,0.00017473241,0.00041477717],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027420358,0.0000058709325,0.00031681615,0.000056124773,0.000032662294,0.000039023835,0.0000078935855,0.0000022492175,0.0000037107839,0.94387233,0.0320434,0.023592519],"study_design_scores_gemma":[0.00032517276,0.000012229578,0.00030038724,0.00019461296,0.00008020126,0.0000064208602,0.0000113847245,0.000047788966,0.0000021600683,0.3468449,0.6517677,0.00040709064],"about_ca_topic_score_codex":0.00013132519,"about_ca_topic_score_gemma":0.000247404,"teacher_disagreement_score":0.6197243,"about_ca_system_score_codex":0.00008290782,"about_ca_system_score_gemma":0.000050095772,"threshold_uncertainty_score":0.99982804},"labels":[],"label_agreement":null},{"id":"W4235882676","doi":"10.1504/ijlic.2017.087335","title":"Knowledge management in an innovative virtual company","year":2017,"lang":"en","type":"article","venue":"International Journal of Learning and Intellectual Capital","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Calgary","funders":"","keywords":"Knowledge management; Dissemination; Creativity; Intellectual capital; Business; Virtual organization; Computer science; Psychology","score_opus":0.022983500228513226,"score_gpt":0.3091630467938368,"score_spread":0.28617954656532363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235882676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705844,0.00011208015,0.0007914273,0.00036052582,0.0013796126,0.00005922783,8.251509e-7,0.00001549329,0.026696391],"genre_scores_gemma":[0.9981277,0.00006830364,0.00009813862,0.00010624566,0.0010594106,0.0000023276389,0.000005621772,0.000013228866,0.00051902345],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990136,0.000022892891,0.00039464867,0.00014305477,0.0003020894,0.00012372174],"domain_scores_gemma":[0.9982456,0.00009373217,0.00050892483,0.00008597125,0.0010491429,0.000016609993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004008838,0.00012158636,0.0001672532,0.00066292693,0.00018376499,0.0009796143,0.00051847927,0.000037211837,0.00027023267],"category_scores_gemma":[0.00095836166,0.00011323569,0.0000383377,0.00014676804,0.00011642399,0.001825247,0.00029591852,0.00032482116,0.00006776889],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002605181,0.0014462874,0.45689237,0.00008091054,0.00089327357,0.0007748977,0.02682918,0.0020319489,0.0015300402,0.104219936,0.011032125,0.39166385],"study_design_scores_gemma":[0.011347674,0.0012945443,0.24984904,0.001304721,0.0001241605,0.00026040195,0.07662961,0.034045815,0.0005181029,0.003949217,0.6191322,0.0015444951],"about_ca_topic_score_codex":0.000025338895,"about_ca_topic_score_gemma":0.00005515399,"teacher_disagreement_score":0.6081001,"about_ca_system_score_codex":0.00006343006,"about_ca_system_score_gemma":0.000028627466,"threshold_uncertainty_score":0.9446444},"labels":[],"label_agreement":null},{"id":"W4236713055","doi":"10.17722/ijme.v5i1.796","title":"Individual and Group Level Antecedents of Team-Member Exchange (TMX) and its Associated Outcomes","year":2015,"lang":"en","type":"article","venue":"International Journal of Management Excellence","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Team effectiveness; Psychology; Team composition; Teamwork; Psychological safety; Organizational citizenship behavior; Context (archaeology); Social exchange theory; Empirical research; Quality (philosophy); Social psychology; Knowledge management; Organizational commitment; Management; Computer science","score_opus":0.061634666114845374,"score_gpt":0.289645974136668,"score_spread":0.22801130802182262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236713055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98276615,0.00072882866,0.00126914,0.002052671,0.0019963086,0.0002587544,0.000026390455,0.000025687385,0.010876094],"genre_scores_gemma":[0.9977995,0.00029438088,0.00023893456,0.0005455601,0.00024629087,0.000004605105,0.000008470762,0.000012672644,0.0008495463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821955,0.000020197913,0.00049671246,0.00015589914,0.000977972,0.00012968262],"domain_scores_gemma":[0.99827707,0.000059386777,0.0007783289,0.00007955088,0.00077643874,0.000029200053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077371334,0.00014269112,0.00021928447,0.00050270243,0.00004019056,0.00022877539,0.00045477942,0.000039411687,0.00009066923],"category_scores_gemma":[0.0002902264,0.00012780061,0.000048204583,0.0002009662,0.000047980833,0.0012100152,0.0005614011,0.00009908419,0.0000133125395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004004876,0.0008573342,0.91723716,0.00033386252,0.0017728574,0.00023459306,0.0010066261,0.00023433226,0.00023639074,0.012068353,0.03820246,0.02741556],"study_design_scores_gemma":[0.009309835,0.000149794,0.9154537,0.001027643,0.00044939824,0.000043933964,0.0037389232,0.0023331447,0.00013224504,0.0049716756,0.061743893,0.0006458221],"about_ca_topic_score_codex":0.00004039174,"about_ca_topic_score_gemma":0.000037986592,"teacher_disagreement_score":0.026769739,"about_ca_system_score_codex":0.00005299539,"about_ca_system_score_gemma":0.000012508635,"threshold_uncertainty_score":0.5211557},"labels":[],"label_agreement":null},{"id":"W4236862357","doi":"10.4018/9781599049335.ch214","title":"Alignment of Business and Knowledge Management Strategies","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Knowledge management; Business; Process management; Computer science","score_opus":0.01991389135975647,"score_gpt":0.23072267428212195,"score_spread":0.2108087829223655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236862357","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016489608,0.0005851071,0.00048178426,0.000025487832,0.0007164804,0.0005100923,0.000031557276,0.00011484264,0.99736977],"genre_scores_gemma":[0.8857482,0.00005937385,0.0002125665,0.0003150707,0.000898988,0.000052100204,0.00001849192,0.00008321105,0.11261198],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99859446,0.000003924832,0.00047007969,0.0004248809,0.00028778712,0.00021886778],"domain_scores_gemma":[0.99872065,0.0000106795815,0.000452056,0.0003998455,0.00039773612,0.000019060612],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000104647705,0.00041573253,0.00043003127,0.00020306258,0.000081416125,0.00026085466,0.0002979328,0.00017477208,0.00017906816],"category_scores_gemma":[0.00000579708,0.0004134193,0.00008281744,0.00006912288,0.00015558064,0.00027276415,0.0005778953,0.00008682545,0.0002085331],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004311906,0.000023764049,0.000076202865,0.0007805683,0.00014142066,0.000022269505,0.00002911303,0.0000038046867,0.0000041448757,0.9872132,0.0055853776,0.006076999],"study_design_scores_gemma":[0.000587995,0.000015530888,0.00067492557,0.0007632427,0.00036623905,0.0000036734589,0.00019707848,0.000008931356,0.0000090312,0.5780059,0.41878814,0.00057930546],"about_ca_topic_score_codex":0.00017352725,"about_ca_topic_score_gemma":0.00029217033,"teacher_disagreement_score":0.88558334,"about_ca_system_score_codex":0.00007703641,"about_ca_system_score_gemma":0.000073654264,"threshold_uncertainty_score":0.99983174},"labels":[],"label_agreement":null},{"id":"W4237430350","doi":"10.1007/978-1-4614-6170-8_100484","title":"Virtual Team","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Computer science","score_opus":0.011530220892724832,"score_gpt":0.20441013369280533,"score_spread":0.1928799128000805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237430350","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006468216,0.000025873142,0.0051951986,0.00036308527,0.0011711299,0.00018980472,0.000003068502,0.00032252958,0.99272287],"genre_scores_gemma":[0.014421984,0.000007953822,0.000045820998,0.004393079,0.004855492,0.000008925428,0.00008170356,0.000073305426,0.9761117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989924,0.0000011557368,0.00027391833,0.00029945784,0.00029203173,0.00014107134],"domain_scores_gemma":[0.9991536,0.00003310559,0.00024309497,0.0003425871,0.0002193372,0.000008234875],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010678221,0.0002654185,0.00024834712,0.00028109743,0.00008653204,0.00034938,0.00025068637,0.00017346398,0.015986918],"category_scores_gemma":[0.0000501829,0.00024504366,0.00009719054,0.00004542316,0.000045962726,0.00027259294,0.00022207643,0.00016257731,0.01580335],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047000162,0.0000028275676,0.000027503218,0.00001981983,0.0000138215755,0.0000012916403,0.0000015458489,0.0000106868265,0.0000017236652,0.63884175,0.35583657,0.0052377675],"study_design_scores_gemma":[0.0001446507,0.000005624617,0.000008373855,0.000061813866,0.000041004278,4.4416714e-7,0.000008303638,0.00026633582,0.0000014433392,0.012808065,0.98635656,0.00029740986],"about_ca_topic_score_codex":0.000029277197,"about_ca_topic_score_gemma":0.0001001758,"teacher_disagreement_score":0.63052,"about_ca_system_score_codex":0.000030202662,"about_ca_system_score_gemma":0.00002154621,"threshold_uncertainty_score":0.99925905},"labels":[],"label_agreement":null},{"id":"W4238033291","doi":"10.2523/86808-ms","title":"In Company Virtual Networking for HSE Professionals: The HSE Global Network","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPE International Conference on Health, Safety, and Environment in Oil and Gas Exploration and Production","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Business; Knowledge management; Engineering management; Engineering","score_opus":0.03951628586102497,"score_gpt":0.28212034046588974,"score_spread":0.24260405460486478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238033291","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07274667,0.0004213412,0.00042560606,0.9223565,0.0014130484,0.0005140127,0.000007744354,0.000023462464,0.0020916043],"genre_scores_gemma":[0.85735464,0.13624628,0.00040211948,0.0027659698,0.0027168642,0.0001826043,0.00006148588,0.000016256712,0.00025375767],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989396,0.0000059333047,0.00040138946,0.0002967036,0.0002061219,0.00015029142],"domain_scores_gemma":[0.999559,0.000022817696,0.00027406646,0.00004002367,0.000086759595,0.000017321949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000565735,0.00012844548,0.00015644108,0.00009596268,0.00018724342,0.00013097526,0.00007324026,0.00004356606,0.000013899013],"category_scores_gemma":[0.000043284377,0.00010751026,0.000014105242,0.00015499526,0.00008859482,0.0009621997,0.00006477329,0.00010431374,0.0000021172177],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013232114,0.00030073055,0.006031377,0.00028394046,0.000018614119,4.1236277e-7,0.0014138811,0.008726288,0.00007159637,0.32513446,0.0012540524,0.65544146],"study_design_scores_gemma":[0.0017325702,0.00014616337,0.00424244,0.0007277448,0.000010940647,0.0000048156785,0.0041056424,0.007195757,0.00002277651,0.9428525,0.03872674,0.00023193327],"about_ca_topic_score_codex":0.00011535421,"about_ca_topic_score_gemma":0.00016164263,"teacher_disagreement_score":0.91959053,"about_ca_system_score_codex":0.00008731874,"about_ca_system_score_gemma":0.000023442888,"threshold_uncertainty_score":0.43841413},"labels":[],"label_agreement":null},{"id":"W4238190424","doi":"10.4018/978-1-61520-969-9.ch007","title":"E-Com Supply Chain and SMEs","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Supply chain; Business; Perspective (graphical); Small and medium-sized enterprises; Industrial organization; Supply chain management; Point (geometry); Knowledge management; Marketing; Commerce; Computer science; Finance","score_opus":0.009802905758658475,"score_gpt":0.21653459843523143,"score_spread":0.20673169267657296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238190424","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006120642,0.00021511797,0.00009221429,0.00055402494,0.0012866531,0.00038816966,0.00007305399,0.00023797843,0.9965407],"genre_scores_gemma":[0.6254257,0.000012609625,0.00030939307,0.0059616067,0.0054345247,0.000051304007,0.00005404999,0.00015167551,0.3625991],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986735,0.0000026735295,0.00031808548,0.00044170697,0.00031584987,0.00024820492],"domain_scores_gemma":[0.9990629,0.00002477871,0.00029658273,0.00038579956,0.00020332813,0.000026640753],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010466469,0.0003991814,0.00035332356,0.00014236472,0.0001705427,0.0006087865,0.00027700083,0.00035224165,0.00045963112],"category_scores_gemma":[0.000042406526,0.00040174133,0.00009676213,0.000030700554,0.0001428958,0.00020857356,0.0003551144,0.00030886108,0.0005444852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023494373,0.0000050398376,0.00064929866,0.00007581124,0.00003568479,0.000028275725,0.000009592679,5.087081e-7,0.00003239012,0.9821612,0.012138,0.004840678],"study_design_scores_gemma":[0.00030502598,0.000006969936,0.00020333372,0.00012899414,0.00007731707,0.000006892386,0.000011205448,0.000027840357,0.000009596013,0.2922571,0.7065644,0.00040131848],"about_ca_topic_score_codex":0.00020969487,"about_ca_topic_score_gemma":0.0007578679,"teacher_disagreement_score":0.6944264,"about_ca_system_score_codex":0.000049834354,"about_ca_system_score_gemma":0.000057174853,"threshold_uncertainty_score":0.9998434},"labels":[],"label_agreement":null},{"id":"W4238333976","doi":"10.1002/cjas.133","title":"Growing the virtual workplace: The integrative value proposition for telework. Alain Verbeke, Robert Schulz, Nathan Greidanus, &amp; Laura Hambley (2008). Cheltenham, UK &amp; Northampton, US: Edward Elgar, 261 pp. ISBN: 978‐1‐84720‐389‐2","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Proposition; Sociology; Citation; Library science; Value proposition; Management; Law and economics; Media studies; Economics; Computer science; Philosophy; Epistemology","score_opus":0.03372801826317578,"score_gpt":0.28722816113273686,"score_spread":0.2535001428695611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238333976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96615845,0.00044023534,0.00848555,0.01450491,0.0031677803,0.0012563425,0.00009663337,0.000037026908,0.005853057],"genre_scores_gemma":[0.9896482,0.000022245564,0.0058770236,0.0017540234,0.0018328094,0.00009757269,0.000050135364,0.000030458597,0.0006875259],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959311,0.00020928912,0.001140577,0.0007727392,0.00064014806,0.0013061475],"domain_scores_gemma":[0.99499726,0.0007142992,0.0014520836,0.00046143917,0.001910817,0.0004640994],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.005840709,0.0005446074,0.00047872294,0.000659535,0.00550075,0.0035270974,0.0021227996,0.00023146905,0.000278053],"category_scores_gemma":[0.0044590617,0.00037247135,0.0002769441,0.0034548154,0.005015991,0.0037710955,0.000068128706,0.0009858996,0.000021727905],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001149034,0.00048364227,0.16820168,0.00046207348,0.0005331626,0.0004710389,0.041873507,0.017356561,0.014131134,0.6656332,0.07802755,0.0116774],"study_design_scores_gemma":[0.0040123146,0.008103348,0.057105232,0.003965365,0.0011603868,0.005260243,0.13336647,0.026586294,0.006812879,0.1126466,0.63533896,0.0056419023],"about_ca_topic_score_codex":0.010895834,"about_ca_topic_score_gemma":0.84709805,"teacher_disagreement_score":0.8362022,"about_ca_system_score_codex":0.00068274967,"about_ca_system_score_gemma":0.009726824,"threshold_uncertainty_score":0.99987274},"labels":[],"label_agreement":null},{"id":"W4240110215","doi":"10.1057/978-1-137-43576-7","title":"Business Value and Sustainability","year":2016,"lang":"en","type":"book","venue":"Palgrave Macmillan UK eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Sustainability; Business; Value (mathematics); Mathematics; Statistics","score_opus":0.008774666600667069,"score_gpt":0.22047971520058723,"score_spread":0.21170504859992018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240110215","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030496254,0.00048868457,0.00093052373,0.000555041,0.001008158,0.0010936967,0.00005794669,0.0003113777,0.9952496],"genre_scores_gemma":[0.9481802,0.00003339038,0.000033737862,0.00085348065,0.0034634294,0.000100978126,0.00009485459,0.00013440632,0.04710552],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99760216,0.000022999477,0.00056447694,0.00081864913,0.00048442947,0.00050726865],"domain_scores_gemma":[0.9971044,0.00015931838,0.00052422605,0.0007977404,0.0013739492,0.000040353687],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035273778,0.0006351295,0.000618192,0.0005315616,0.00025820237,0.0005208784,0.00043464394,0.000342962,0.00045854086],"category_scores_gemma":[0.00043356832,0.00053178234,0.0001306952,0.00014469665,0.00034528275,0.0000075172543,0.00070615794,0.00022892065,0.0002780467],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007156972,9.151113e-7,0.0031249186,0.0012216427,0.00007959155,0.00005332992,0.00004041975,0.0000035422454,0.000013432621,0.976533,0.0034818163,0.015375843],"study_design_scores_gemma":[0.00053278485,0.000007164517,0.0023286885,0.00026680736,0.00011728731,0.000005137465,0.000035551955,0.00003225683,0.0000047794124,0.85828316,0.13774207,0.0006443277],"about_ca_topic_score_codex":0.00016387529,"about_ca_topic_score_gemma":0.00015206079,"teacher_disagreement_score":0.9481441,"about_ca_system_score_codex":0.0003133888,"about_ca_system_score_gemma":0.00043142878,"threshold_uncertainty_score":0.99971336},"labels":[],"label_agreement":null},{"id":"W4242827588","doi":"10.2139/ssrn.2201299","title":"Organizational Antecedents and Operational Outcomes of Cross-Functional Bilateral Information Exchange: An Analysis of Chinese Manufacturers","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Business; Process management; Information exchange; Knowledge management; Operations management; Industrial organization; Computer science; Economics","score_opus":0.004733767571963667,"score_gpt":0.23644026414935138,"score_spread":0.2317064965773877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242827588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99008167,0.000047493922,0.008950967,0.00033915564,0.0001929512,0.00013459241,0.00001264201,0.000016746313,0.00022378642],"genre_scores_gemma":[0.9989433,0.00004577837,0.000060301336,0.0003173548,0.00018495679,0.000006687535,0.0002692181,0.000009463026,0.00016291309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998562,0.000015045757,0.00050081505,0.000113875634,0.00043343464,0.00037486266],"domain_scores_gemma":[0.99837995,0.000027206714,0.00046035802,0.00010387038,0.0010117593,0.000016881186],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044289432,0.00013931976,0.00023484307,0.0008029984,0.00016760071,0.000362594,0.00015216722,0.000053583928,0.0013043751],"category_scores_gemma":[0.00014166263,0.00010960271,0.000075358505,0.000869161,0.000063366075,0.004607623,0.000064012725,0.00022365106,0.000017705042],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030323483,0.000050968545,0.9786319,0.000016006441,0.0004398746,7.9118756e-8,0.00009843457,0.003535073,0.00020332994,0.016498348,0.000036978112,0.00045865384],"study_design_scores_gemma":[0.00063847465,0.000023711222,0.9687153,0.0000039882966,0.0001301399,0.000006619443,0.00034108516,0.009429588,0.000023607401,0.020486854,0.00008351193,0.0001171278],"about_ca_topic_score_codex":0.00028889734,"about_ca_topic_score_gemma":0.00046356957,"teacher_disagreement_score":0.009916638,"about_ca_system_score_codex":0.00011863198,"about_ca_system_score_gemma":0.00021193663,"threshold_uncertainty_score":0.9996086},"labels":[],"label_agreement":null},{"id":"W4243038936","doi":"10.4018/978-1-60566-974-8.ch015","title":"The Strategic Implications of E-Network Integration and Transformation Paths for Synchronizing Supply Chains","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Supply chain; Synchronizing; Database transaction; Business; Supply chain management; Transaction cost; Industrial organization; Service management; Process management; Computer science; Marketing; Telecommunications; Finance","score_opus":0.018634714119932946,"score_gpt":0.23931633382213033,"score_spread":0.22068161970219738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243038936","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011780736,0.0002968097,0.0158703,0.000779492,0.0007229992,0.001553108,0.0002021577,0.00010424434,0.9792928],"genre_scores_gemma":[0.995301,0.000025233421,0.00031068793,0.00027979698,0.0012112124,0.00015303145,0.0000993792,0.00003479091,0.0025848649],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99894404,0.000003945069,0.00047003743,0.00022173223,0.00016631739,0.00019393532],"domain_scores_gemma":[0.998706,0.00008130808,0.0004892878,0.00027026504,0.00043946423,0.000013678098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021992378,0.00024039343,0.00022432047,0.000061197854,0.00043161842,0.0003904174,0.00020368629,0.00021655025,0.000014245642],"category_scores_gemma":[0.000022722363,0.00019546183,0.00010023049,0.00004618709,0.00011835824,0.0002324528,0.000047213714,0.00017092233,0.000008857773],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028629434,0.0000036820074,0.000027401105,0.00008614778,0.000027818287,1.4448213e-7,0.000027012933,0.00001877405,0.00010082935,0.9883089,0.0005487741,0.010821868],"study_design_scores_gemma":[0.00038615344,0.000026127538,0.00016300185,0.00025087767,0.00016329618,0.000002834624,0.0001687636,0.0014296253,0.000032973316,0.93077624,0.06631036,0.0002897587],"about_ca_topic_score_codex":0.00005757678,"about_ca_topic_score_gemma":0.0025589128,"teacher_disagreement_score":0.9941229,"about_ca_system_score_codex":0.000063323634,"about_ca_system_score_gemma":0.000090831185,"threshold_uncertainty_score":0.7970702},"labels":[],"label_agreement":null},{"id":"W4243364980","doi":"10.1109/hicss.2016.67","title":"Introduction to Global Virtual Teams Minitrack","year":2016,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Knowledge management; Process management; Engineering management; Business; Engineering","score_opus":0.006132296864171588,"score_gpt":0.22302033634684246,"score_spread":0.21688803948267088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243364980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5680732,0.000009239856,0.106797114,0.12847932,0.005758506,0.0005297185,0.000011377493,0.0008102509,0.18953127],"genre_scores_gemma":[0.97832537,7.90808e-7,0.00029572152,0.0032170552,0.008823494,0.000017508797,0.0000041672993,0.000008894402,0.009307004],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993106,0.0000034654995,0.00014996866,0.00022500847,0.0001655877,0.00014538188],"domain_scores_gemma":[0.9995642,0.000014115374,0.00004842048,0.00018867166,0.00017314937,0.000011459786],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009960258,0.00008789969,0.000073216615,0.000076779776,0.000061167375,0.00017221605,0.0001251088,0.000026537704,0.004130678],"category_scores_gemma":[0.00026767494,0.00005910837,0.000024551351,0.0005133412,0.000019370129,0.00092201337,0.000100987076,0.00001715103,0.008695447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052552234,0.000042973297,0.015854217,0.00000522616,0.0000088186425,0.0000011787499,0.0000066134967,0.000033432018,0.0020706137,0.07795955,0.84410864,0.059856173],"study_design_scores_gemma":[0.00029115536,0.000012803021,0.0061224704,0.000010562076,0.000008725099,8.610055e-7,0.00014892065,0.000037730166,0.00031379896,0.0010209039,0.9918874,0.00014468047],"about_ca_topic_score_codex":0.00006700959,"about_ca_topic_score_gemma":0.00017170138,"teacher_disagreement_score":0.41025215,"about_ca_system_score_codex":0.00006857093,"about_ca_system_score_gemma":0.00001318025,"threshold_uncertainty_score":0.9967797},"labels":[],"label_agreement":null},{"id":"W4243885810","doi":"10.4018/978-1-7998-8548-1.ch053","title":"Enhancing Business Performance of Pakistani Manufacturing Firms via Strategic Agility in the Industry 4.0 Era","year":2021,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Business; Industrial organization; Context (archaeology); Process management; Bricolage; Strategic management; Knowledge management; Marketing; Computer science","score_opus":0.018140333313793035,"score_gpt":0.23367135275189754,"score_spread":0.21553101943810452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243885810","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.327403,0.00012671623,0.00005369927,0.00008269783,0.0005473553,0.00037626506,0.000024747202,0.000056985533,0.67132854],"genre_scores_gemma":[0.99475867,0.0000047148706,0.000032742817,0.0005802158,0.00075005804,0.000021054524,0.000024672134,0.00003501824,0.0037928724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978294,0.00001536795,0.0007592327,0.0004865407,0.00058454374,0.00032495035],"domain_scores_gemma":[0.99829406,0.00004780414,0.00061612093,0.0006263758,0.00040067572,0.000014985082],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034807704,0.00045021914,0.0004990525,0.00014251968,0.00013939764,0.00038154997,0.00056052004,0.00048272952,0.00026880155],"category_scores_gemma":[0.000028801624,0.00038723394,0.00011750097,0.00015710942,0.000106313164,0.0003372127,0.00029164783,0.0007906833,0.000048946473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025173463,0.000118745585,0.0068936544,0.0035286292,0.00018025842,0.00034451528,0.0002191539,0.0010374236,0.0002847101,0.98104787,0.0005740019,0.005519289],"study_design_scores_gemma":[0.007877031,0.00022396154,0.13837042,0.023392625,0.0017747867,0.0002520416,0.008701872,0.0025352363,0.006920505,0.6639753,0.13571656,0.010259663],"about_ca_topic_score_codex":0.000826422,"about_ca_topic_score_gemma":0.0019738534,"teacher_disagreement_score":0.66753566,"about_ca_system_score_codex":0.00019295832,"about_ca_system_score_gemma":0.00020974995,"threshold_uncertainty_score":0.99985796},"labels":[],"label_agreement":null},{"id":"W4244068642","doi":"10.4018/9781609600402.ch001","title":"Introduction to this Volume","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Nature versus nurture; Knowledge management; Volume (thermodynamics); Computer science; Data science; Sociology","score_opus":0.013882503106577388,"score_gpt":0.2149649508393438,"score_spread":0.20108244773276643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244068642","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000030071176,0.000051093004,0.0005331151,0.0010080636,0.0034129177,0.0004671478,0.000036223086,0.0003483094,0.9941131],"genre_scores_gemma":[0.030611183,0.0000016428548,0.000202049,0.0046953983,0.022384329,0.00004690542,0.00003508082,0.00009590741,0.9419275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984426,0.000003014965,0.00038269337,0.000561206,0.00035197177,0.0002585394],"domain_scores_gemma":[0.99871135,0.0000047456783,0.0003039073,0.0005591104,0.000391033,0.000029878736],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011071185,0.00037598234,0.00032078702,0.00020582366,0.00012820779,0.0003521714,0.0003490686,0.00023472897,0.0055287154],"category_scores_gemma":[0.000060057166,0.00040304317,0.000117821364,0.000063227664,0.000049328595,0.00026715948,0.00033072048,0.00017775389,0.021023799],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030907184,0.000004515747,0.00004010546,0.00002797515,0.000025376668,0.000006750418,0.000008802692,0.0000033523327,0.0000042089464,0.5832898,0.41284066,0.003717549],"study_design_scores_gemma":[0.00010959674,0.000012397655,0.000034672405,0.000056640965,0.00007993799,0.0000029290766,0.000004737005,0.000007994844,0.000003943454,0.11956651,0.8797617,0.0003589598],"about_ca_topic_score_codex":0.00039213072,"about_ca_topic_score_gemma":0.0002955414,"teacher_disagreement_score":0.46692103,"about_ca_system_score_codex":0.00019332221,"about_ca_system_score_gemma":0.000057167585,"threshold_uncertainty_score":0.99984217},"labels":[],"label_agreement":null},{"id":"W4245338330","doi":"10.22215/timreview807","title":"Designing Business Models for the Internet of Things","year":2014,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Internet of Things; The Internet; Business model; Computer science; Term (time); Internet privacy; World Wide Web; Business; Marketing","score_opus":0.02645386612340608,"score_gpt":0.26137925299328046,"score_spread":0.23492538686987438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245338330","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024661305,0.0024541684,0.97039765,0.013213941,0.0002629859,0.0014809434,4.169841e-7,0.00028304,0.011660248],"genre_scores_gemma":[0.917552,0.005394039,0.0351624,0.037191883,0.00040057808,0.0021325704,0.00012217164,0.00008970783,0.001954633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998818,0.000007830252,0.0006087937,0.00023011558,0.00017818996,0.0001571019],"domain_scores_gemma":[0.99783283,0.000065688735,0.0006502757,0.00044130464,0.0010081567,0.0000017444119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001141019,0.0001483684,0.00025719602,0.0007135248,0.000102967555,0.0000673018,0.00056342036,0.000057937887,0.000068073925],"category_scores_gemma":[0.000419638,0.000112026544,0.00003781313,0.0050303987,0.00008942845,0.00073769176,0.0002769388,0.00008596853,0.000036145324],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005583524,0.000020714362,0.00023178851,0.0031036027,0.00004389756,1.7131286e-7,0.000004044675,0.00015894034,0.00005400336,0.8817669,0.018554756,0.09605558],"study_design_scores_gemma":[0.00058149087,0.000012971768,0.00016241327,0.0029261976,0.0003051736,9.641554e-7,0.00009300748,0.029702686,0.00020111213,0.12691174,0.8388395,0.000262752],"about_ca_topic_score_codex":0.000012258404,"about_ca_topic_score_gemma":0.0000019636902,"teacher_disagreement_score":0.93523526,"about_ca_system_score_codex":0.00001567352,"about_ca_system_score_gemma":0.000006660189,"threshold_uncertainty_score":0.45683098},"labels":[],"label_agreement":null},{"id":"W4245537615","doi":"10.1007/978-1-4939-7131-2_100114","title":"Coauthorship Networks","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.02402818623709115,"score_gpt":0.2227060093604976,"score_spread":0.19867782312340643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245537615","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000071884588,0.00010835029,0.0061886655,0.00033840546,0.0019843106,0.0002428229,0.0000025932695,0.00036004215,0.9907676],"genre_scores_gemma":[0.008974421,0.00001810186,0.000078690806,0.003769165,0.012130296,0.000010495515,0.00012574704,0.000094147494,0.9747989],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988823,0.0000017273579,0.00030619945,0.00034844014,0.000260622,0.0002007107],"domain_scores_gemma":[0.998891,0.0000353192,0.00029688267,0.0003888451,0.0003767582,0.000011182071],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016884689,0.00030120416,0.0002515091,0.00025065505,0.00012095458,0.00049693324,0.00029368387,0.00028666743,0.053894993],"category_scores_gemma":[0.000041994528,0.00028247212,0.00010317779,0.000081111284,0.00008899243,0.00040934968,0.0002582694,0.00021027855,0.010783963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012125678,0.000004145913,0.000075719494,0.000029538078,0.000024427642,0.000005788366,0.0000031416573,0.000026968151,2.3658983e-7,0.4626615,0.5359969,0.0011595006],"study_design_scores_gemma":[0.00010298499,0.00000404312,0.000015859261,0.0000960495,0.000057797908,5.721145e-7,0.000007202998,0.0014736683,4.1814843e-7,0.03654724,0.96136886,0.00032531813],"about_ca_topic_score_codex":0.000024398521,"about_ca_topic_score_gemma":0.00022053294,"teacher_disagreement_score":0.42611426,"about_ca_system_score_codex":0.000033448403,"about_ca_system_score_gemma":0.000020677455,"threshold_uncertainty_score":0.99996275},"labels":[],"label_agreement":null},{"id":"W4246725237","doi":"10.1007/978-1-4614-6170-8_100335","title":"Collaboration Metrics","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.015534748916925523,"score_gpt":0.2217502905449117,"score_spread":0.20621554162798617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246725237","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004783752,0.00010411811,0.010309077,0.00096669456,0.0014622466,0.00031916634,0.000007060349,0.00031542793,0.9865114],"genre_scores_gemma":[0.010760895,0.000031087744,0.00024105895,0.0039369254,0.003957017,0.000015612562,0.00022758859,0.00008784386,0.980742],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871737,0.00000213932,0.0003673811,0.000335174,0.00043455715,0.00014337203],"domain_scores_gemma":[0.99827707,0.000057004392,0.00043389917,0.00036952217,0.00085270783,0.00000980462],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018473454,0.00028682378,0.00028777274,0.0007848835,0.00011517948,0.000806046,0.00023273956,0.00023230635,0.0072036246],"category_scores_gemma":[0.00018188244,0.00027994634,0.00007904163,0.0003364475,0.000035803987,0.0005407792,0.00015317621,0.00014967815,0.006731496],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054883108,0.0000035413232,0.00004388515,0.000052579486,0.000017128974,0.0000018687689,0.0000020662008,0.00002322054,0.0000026793903,0.6982608,0.29815528,0.003431467],"study_design_scores_gemma":[0.0001658051,0.0000046759587,0.0000079757665,0.000040846826,0.00007226267,2.8342694e-7,0.00001079232,0.0007167496,0.0000039008605,0.019614762,0.97904485,0.00031711816],"about_ca_topic_score_codex":0.000028061535,"about_ca_topic_score_gemma":0.00024662018,"teacher_disagreement_score":0.68088955,"about_ca_system_score_codex":0.000073212555,"about_ca_system_score_gemma":0.00004904031,"threshold_uncertainty_score":0.99996525},"labels":[],"label_agreement":null},{"id":"W4247034954","doi":"10.4018/978-1-59140-253-4.ch003","title":"Electronic Supply Chain Partnerships","year":2004,"lang":"en","type":"book-chapter","venue":"Advances in information resources management (AIRM) book series","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Business; General partnership; Flexibility (engineering); Supply chain; Marketing; Respondent; Industrial organization; Finance; Economics","score_opus":0.006521981426187124,"score_gpt":0.19950628434656276,"score_spread":0.19298430292037563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247034954","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006696838,0.0037184462,0.0005264448,0.0014273779,0.0006814482,0.0015493946,0.000023806726,0.00051082124,0.9914953],"genre_scores_gemma":[0.0806333,0.07075116,0.0007742298,0.018584976,0.0030473757,0.0014620356,0.0030675256,0.0004101113,0.8212693],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99650943,0.0000123727605,0.0013178658,0.0004936582,0.0009351513,0.0007315082],"domain_scores_gemma":[0.99770266,0.00004758081,0.0013023303,0.0006799787,0.0002366112,0.000030833133],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042913726,0.00076171337,0.00058088615,0.0016270706,0.00032993453,0.00087385194,0.00077140017,0.00025285155,0.0025201573],"category_scores_gemma":[0.000050635634,0.00081825507,0.00018017144,0.00040644594,0.000248723,0.026805032,0.00052939187,0.0005403917,0.0017408631],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021190237,0.000021530548,0.00022282625,0.001296894,0.00007475885,0.000019237088,0.00036021814,0.0056019486,1.3378258e-7,0.97952515,0.004080954,0.008584455],"study_design_scores_gemma":[0.00088635756,0.000040958217,0.00007744098,0.0007677664,0.000081803155,0.0000023919933,0.0010724838,0.000093873845,0.0000027833794,0.04912163,0.94705915,0.00079336046],"about_ca_topic_score_codex":0.000021689168,"about_ca_topic_score_gemma":0.00048579706,"teacher_disagreement_score":0.9429782,"about_ca_system_score_codex":0.0005217144,"about_ca_system_score_gemma":0.00005753656,"threshold_uncertainty_score":0.99942684},"labels":[],"label_agreement":null},{"id":"W4248913019","doi":"10.4018/978-1-59904-955-7.ch009","title":"Best Practices for Effective Virtual Teams","year":2008,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Virtual team; Interdependence; Knowledge management; Productivity; Virtual organization; Work (physics); Diversity (politics); Best practice; Team effectiveness; Computer science; Business; Engineering; Sociology; Management; Geography","score_opus":0.022133458020374062,"score_gpt":0.2725814687828811,"score_spread":0.250448010762507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248913019","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020788748,0.00023455158,0.00060561445,0.0001492813,0.0017366285,0.0017520268,0.00013611565,0.00024072673,0.9949372],"genre_scores_gemma":[0.2610294,0.00002733377,0.00044559097,0.004719786,0.014933469,0.00079141994,0.0001258695,0.00028283533,0.71764433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982771,0.000006202139,0.00039763638,0.00058545277,0.0004256236,0.0003079491],"domain_scores_gemma":[0.9975371,0.00017373035,0.0012939565,0.0003868587,0.00058401143,0.000024388177],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013465888,0.0004906232,0.00045863868,0.0001523979,0.0002914525,0.00045074636,0.000361254,0.0003362568,0.0000947438],"category_scores_gemma":[0.00038823916,0.0004970501,0.00023312947,0.00004718726,0.000120746285,0.0005091531,0.0002398095,0.00022265103,0.0011823718],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022260957,0.00003174889,0.00008318198,0.00013824539,0.00016791253,0.00003568107,0.000021289427,0.000019148149,0.000007811996,0.8895776,0.08263022,0.027064532],"study_design_scores_gemma":[0.000684977,0.00007885625,0.000015172997,0.00024535978,0.00025123052,0.000010638557,0.00004828073,0.00006758426,0.000008865929,0.03326654,0.96479017,0.00053230504],"about_ca_topic_score_codex":0.00047471165,"about_ca_topic_score_gemma":0.0006013689,"teacher_disagreement_score":0.88215995,"about_ca_system_score_codex":0.00023961517,"about_ca_system_score_gemma":0.00013974545,"threshold_uncertainty_score":0.9997481},"labels":[],"label_agreement":null},{"id":"W4249788092","doi":"10.1007/978-1-4939-7131-2_100119","title":"Collaboration Metrics","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.01953026897235455,"score_gpt":0.23415512570842845,"score_spread":0.2146248567360739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249788092","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001778137,0.00011295034,0.0017405282,0.0006372066,0.0018393254,0.00034562557,0.000012533638,0.00031612176,0.99497795],"genre_scores_gemma":[0.0033770583,0.000033744738,0.00031280128,0.0028333492,0.006090669,0.000014004703,0.0002159769,0.000085328174,0.98703706],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870676,0.0000015827532,0.00035516117,0.00035095448,0.00043700685,0.00014853793],"domain_scores_gemma":[0.9978801,0.00003684543,0.00040939453,0.00037019086,0.0012939584,0.000009490572],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015597761,0.00028311246,0.0002491615,0.0008019912,0.00013156678,0.0008635466,0.00024154688,0.00023703279,0.032697167],"category_scores_gemma":[0.00015695473,0.00027534284,0.0000723097,0.00041857324,0.00006380181,0.0009794555,0.00018667112,0.00012369813,0.014232507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008968227,0.000006415979,0.000039018654,0.000041823565,0.0000240601,0.000003228022,0.0000066571038,0.000003425481,0.0000034794268,0.41978475,0.5790219,0.0010562933],"study_design_scores_gemma":[0.00014730848,0.0000068693057,0.0000065253676,0.000042608637,0.000071837974,3.2604962e-7,0.000030080046,0.00028947263,0.0000077792765,0.032371446,0.9667187,0.00030707387],"about_ca_topic_score_codex":0.000023053834,"about_ca_topic_score_gemma":0.00032814284,"teacher_disagreement_score":0.3876968,"about_ca_system_score_codex":0.000085361244,"about_ca_system_score_gemma":0.00006833324,"threshold_uncertainty_score":0.9999699},"labels":[],"label_agreement":null},{"id":"W4250453459","doi":"10.4018/9781599043937.ch014","title":"Virtual Teams","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Psychology","score_opus":0.015440130228220817,"score_gpt":0.21918121471794424,"score_spread":0.20374108448972342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250453459","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000085402025,0.00008994116,0.00038639084,0.000054689564,0.0019136312,0.00034442614,0.0000454396,0.00038629316,0.9966938],"genre_scores_gemma":[0.40086085,0.0000032211035,0.00006709491,0.0039533726,0.005071578,0.000035461486,0.0000291651,0.00012826387,0.589851],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842435,0.000002800814,0.0004073293,0.0004742438,0.0004021639,0.00028913148],"domain_scores_gemma":[0.9987676,0.000013275239,0.00040249046,0.0005096279,0.00028233795,0.000024645135],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000089288646,0.0004535041,0.0003743477,0.00014941457,0.00013358303,0.00035700988,0.00046308816,0.000316685,0.0014417601],"category_scores_gemma":[0.000035881785,0.000461347,0.0001819373,0.0000394755,0.00010370043,0.00026756572,0.00039776787,0.00022288266,0.0063360543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003626531,0.000008748711,0.00010281496,0.000030551553,0.000054234697,0.0000325494,0.000009421403,0.0000022943707,0.0000025882196,0.94174546,0.050348394,0.0076266625],"study_design_scores_gemma":[0.00022765355,0.0000127673575,0.000029423805,0.00012792213,0.00009096232,0.000003279711,0.000012886724,0.000008920338,0.000003072983,0.3460624,0.65300584,0.00041489795],"about_ca_topic_score_codex":0.00028106783,"about_ca_topic_score_gemma":0.00032154037,"teacher_disagreement_score":0.60265744,"about_ca_system_score_codex":0.0001487713,"about_ca_system_score_gemma":0.00009957163,"threshold_uncertainty_score":0.9997838},"labels":[],"label_agreement":null},{"id":"W4251046114","doi":"10.4018/9781605660561.ch011","title":"E-Com Supply Chain and SMEs","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Supply chain; Business; Perspective (graphical); Point (geometry); Supply chain management; Industrial organization; Small and medium-sized enterprises; Knowledge management; Marketing; Commerce; Computer science; Finance","score_opus":0.015314467645384832,"score_gpt":0.21495269389102,"score_spread":0.19963822624563518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251046114","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022204113,0.00038618565,0.00012672607,0.00021531241,0.00083314616,0.00036939513,0.000060459617,0.000231818,0.9975549],"genre_scores_gemma":[0.621192,0.000018725783,0.00011285407,0.0040380717,0.002723586,0.00004217064,0.0000330378,0.00011995286,0.37171963],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998718,0.0000032896144,0.00032525478,0.000436254,0.00026928532,0.00024789243],"domain_scores_gemma":[0.9991079,0.000017106278,0.00030449833,0.00035826507,0.0001871673,0.000025057736],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009341433,0.00039956433,0.00035750278,0.00014438097,0.00013074925,0.00039255805,0.00026919635,0.0002448027,0.0005943865],"category_scores_gemma":[0.00002696478,0.00040201217,0.00009748981,0.000029994955,0.000117406766,0.00022050696,0.00036178145,0.00016607055,0.00072221144],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003182148,0.0000055814517,0.0007645761,0.00008112981,0.000046980855,0.000030636205,0.00001658761,3.8497768e-7,0.0000026754697,0.96692705,0.025817694,0.0062748715],"study_design_scores_gemma":[0.0002876702,0.000009770644,0.00026144416,0.00017756587,0.0000932446,0.000005680563,0.000012580681,0.000017078211,0.0000032410912,0.428969,0.56975406,0.0004086496],"about_ca_topic_score_codex":0.0003513526,"about_ca_topic_score_gemma":0.00036875196,"teacher_disagreement_score":0.6258353,"about_ca_system_score_codex":0.000062397914,"about_ca_system_score_gemma":0.000049185866,"threshold_uncertainty_score":0.9998432},"labels":[],"label_agreement":null},{"id":"W4251155792","doi":"10.4018/9781591402510.ch005","title":"Software and Culture","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell (Canada); Concordia University","funders":"","keywords":"Computer science; User interface; Software; Modular design; Interface (matter); Component (thermodynamics); Human–computer interaction; Core (optical fiber); Component-based software engineering; Software development; World Wide Web; Software engineering; Operating system; Telecommunications","score_opus":0.01604223309191253,"score_gpt":0.21635782764369768,"score_spread":0.20031559455178516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251155792","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000034379696,0.00046725894,0.00039471395,0.000052060666,0.0006735551,0.00027258362,0.000050000388,0.00028643277,0.997769],"genre_scores_gemma":[0.107019864,0.00002468002,0.0009294172,0.006204851,0.004646354,0.00004307429,0.00004942343,0.00015188742,0.8809304],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895984,0.000001713595,0.00024091982,0.00038150165,0.00022908165,0.00018694499],"domain_scores_gemma":[0.9991846,0.000007098965,0.0002586174,0.0002923321,0.00023716572,0.000020199406],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000045658533,0.00034745585,0.0002804342,0.00007722583,0.00012370688,0.00033064836,0.0002173798,0.00028344034,0.00037031746],"category_scores_gemma":[0.000035953355,0.00032582044,0.000085598156,0.000024248395,0.000084049425,0.00020949508,0.00030706756,0.00016827534,0.0007176353],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002027626,0.0000036889548,0.0003130425,0.00010578936,0.000039889885,0.000025198335,0.000021706575,2.9651022e-7,0.0000010745019,0.92786485,0.06457734,0.0070268638],"study_design_scores_gemma":[0.0001423981,0.000005265701,0.00005979527,0.00011900236,0.000070847,0.000004004809,0.0000054565403,0.0000014161926,9.4145156e-7,0.40353006,0.59580934,0.00025147054],"about_ca_topic_score_codex":0.000110895075,"about_ca_topic_score_gemma":0.00023921278,"teacher_disagreement_score":0.531232,"about_ca_system_score_codex":0.000052854288,"about_ca_system_score_gemma":0.00003648253,"threshold_uncertainty_score":0.9999194},"labels":[],"label_agreement":null},{"id":"W4251986283","doi":"10.4018/978-1-59904-000-4.ch034","title":"E-Collaboration","year":2008,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Flexibility (engineering); Order (exchange); Business; Product (mathematics); Set (abstract data type); Value (mathematics); Industrial organization; Process (computing); Marketing; Knowledge management; Business administration; Operations management; Process management; Management; Engineering; Economics; Computer science; Finance; Mathematics","score_opus":0.014815569942367868,"score_gpt":0.22959716157098517,"score_spread":0.2147815916286173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251986283","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010459196,0.0002493279,0.00014787039,0.00028209362,0.0016819707,0.00048707472,0.00005863283,0.00040857686,0.9965799],"genre_scores_gemma":[0.36337394,0.000030655454,0.00028032885,0.0082165785,0.01071551,0.00009063892,0.0001264384,0.00021701131,0.6169489],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830467,0.0000032579774,0.00044538686,0.00047094031,0.00052394066,0.0002517888],"domain_scores_gemma":[0.9984256,0.0000147003475,0.00047498467,0.00046371433,0.00060015265,0.000020855936],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000065251785,0.00043226097,0.00036602095,0.00018285206,0.00021532606,0.0005422469,0.00031797332,0.0003240621,0.00041826055],"category_scores_gemma":[0.00005089094,0.00046517202,0.00014000632,0.00009329891,0.00008661236,0.00045413335,0.00020496894,0.00018454634,0.0034953307],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026522632,0.0000064007068,0.000064942345,0.000040617495,0.00003489357,0.000045986726,0.000010966997,0.000016097141,0.000004599503,0.7862862,0.21172109,0.0017416968],"study_design_scores_gemma":[0.00030357225,0.000007961637,0.000038620332,0.00010827895,0.00007057287,0.0000073706965,0.0000127444655,0.0000454696,0.000004565143,0.10013747,0.8988105,0.00045288244],"about_ca_topic_score_codex":0.00010151179,"about_ca_topic_score_gemma":0.00046969025,"teacher_disagreement_score":0.6870894,"about_ca_system_score_codex":0.00023224344,"about_ca_system_score_gemma":0.00017898087,"threshold_uncertainty_score":0.99978},"labels":[],"label_agreement":null},{"id":"W4252071772","doi":"10.1007/978-0-387-49864-5","title":"Digital Enterprise Technology","year":2007,"lang":"en","type":"book","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Standards and Technology; Universität Stuttgart; University of Windsor; University of Oxford; Aristotle University of Thessaloniki; Technion-Israel Institute of Technology; Universidade do Minho; National University of Singapore; Cranfield University; RWTH Aachen University; University of Twente; Universidade de São Paulo; University of Patras; Magyar Tudományos Akadémia; Universität Bremen; Universidade de Aveiro","keywords":"Business; Computer science","score_opus":0.0075386140115228,"score_gpt":0.2152434038703216,"score_spread":0.20770478985879878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252071772","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019823681,0.00014016357,0.0043376163,0.0005225733,0.0010338933,0.00030536906,0.000011919858,0.00086166634,0.992767],"genre_scores_gemma":[0.0033248907,0.000007971112,0.00007529675,0.0017085606,0.0025092673,0.000017183163,0.00023972681,0.00008080572,0.9920363],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985702,6.6597e-7,0.0004007731,0.0004074726,0.00033022172,0.00029068586],"domain_scores_gemma":[0.9988517,0.000033835673,0.00031191282,0.00045287918,0.00033980102,0.000009828931],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008634469,0.00033370184,0.0003049605,0.0014771584,0.00008097516,0.0007455222,0.000472175,0.00040444089,0.0029913913],"category_scores_gemma":[0.00011557836,0.00032273107,0.000110400826,0.0005065339,0.00012648964,0.0009601755,0.00049864897,0.00030431725,0.00882263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018492532,0.000039012695,0.0013530056,0.00009935619,0.000042951313,0.000054420714,0.00000240681,0.000002906635,0.000002128245,0.12167431,0.8418528,0.03485821],"study_design_scores_gemma":[0.00018069928,0.000004615853,0.000009979905,0.00009333609,0.00003120436,0.0000027293847,0.00002643676,0.000035773428,0.000003390906,0.01872428,0.9805577,0.00032986037],"about_ca_topic_score_codex":0.0000046289756,"about_ca_topic_score_gemma":0.000038865324,"teacher_disagreement_score":0.1387049,"about_ca_system_score_codex":0.00012694324,"about_ca_system_score_gemma":0.000091163995,"threshold_uncertainty_score":0.99992245},"labels":[],"label_agreement":null},{"id":"W4252616811","doi":"10.4018/978-1-4666-3886-0.ch036","title":"Prototyping Robotic Systems","year":2013,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Commercialization; Rapid prototyping; Context (archaeology); Engineering; Process (computing); Engineering management; Perception; Knowledge management; Computer science; Engineering ethics; Process management; Systems engineering; Software engineering; Business; Psychology; Mechanical engineering; Marketing","score_opus":0.018788241115541296,"score_gpt":0.22460495935628919,"score_spread":0.20581671824074788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252616811","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023619912,0.0004008035,0.00067095656,0.000086207365,0.0023526507,0.0022697842,0.0000121583325,0.0004290467,0.99375474],"genre_scores_gemma":[0.30059117,0.0000043996556,0.0001601629,0.0021593354,0.008590494,0.00074352295,0.000035458103,0.00022948823,0.687486],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981951,0.0000048082657,0.00052375154,0.00048921723,0.00045475687,0.0003323524],"domain_scores_gemma":[0.99845016,0.00001722683,0.00054130936,0.000513351,0.00045228584,0.000025671714],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001005124,0.00047300864,0.00048159683,0.00016097046,0.00015953364,0.0011985592,0.00040719012,0.00030274573,0.00045597737],"category_scores_gemma":[0.0000373108,0.00046792827,0.00014625386,0.000048475427,0.00006331647,0.00036290387,0.00027997541,0.00022150364,0.0075223343],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011633026,0.0000052778346,0.000056079105,0.00036169626,0.00006149156,0.00001920029,0.0000034979892,0.000190359,0.0000027008796,0.96728617,0.030756377,0.0012455478],"study_design_scores_gemma":[0.00034415897,0.000011744867,0.00003086828,0.0011439337,0.000159111,0.000009951803,0.000022834482,0.0013341195,9.829499e-7,0.13922127,0.8569466,0.0007744244],"about_ca_topic_score_codex":0.00044062827,"about_ca_topic_score_gemma":0.0000742192,"teacher_disagreement_score":0.82806486,"about_ca_system_score_codex":0.0002171744,"about_ca_system_score_gemma":0.00008755926,"threshold_uncertainty_score":0.9998383},"labels":[],"label_agreement":null},{"id":"W4256633422","doi":"10.1109/hicss.2014.47","title":"Introduction to Global Virtual Teams Minitrack","year":2014,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Knowledge management","score_opus":0.004916097516075649,"score_gpt":0.21783733218076912,"score_spread":0.21292123466469348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256633422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42704454,0.000005216015,0.13117339,0.03973221,0.005194853,0.00042099855,0.0000029595851,0.00070768036,0.39571816],"genre_scores_gemma":[0.97868043,2.1856539e-7,0.00055814156,0.005898178,0.011525858,0.000013913273,0.0000137315155,0.000008852756,0.0033006666],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993145,0.0000054600655,0.00015141626,0.00022058639,0.00016966285,0.00013839967],"domain_scores_gemma":[0.99956745,0.000012257691,0.000050287043,0.00019723029,0.00016127322,0.00001152589],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016013274,0.00009039498,0.000083505816,0.00007704308,0.00007972719,0.0002912431,0.00012911427,0.00002774202,0.0017983873],"category_scores_gemma":[0.00032995665,0.00008357989,0.00002432829,0.0005984854,0.00001486419,0.000632138,0.00009476357,0.000032520995,0.0055059725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035515466,0.0000502106,0.011579467,0.000010826451,0.00000741474,3.7126756e-7,0.000011842159,0.0008522686,0.00030483078,0.16275027,0.7928694,0.031527616],"study_design_scores_gemma":[0.00018401099,0.000014561776,0.0051118718,0.000004113069,0.000009626615,5.9092724e-7,0.00017726514,0.0015760047,0.00008072271,0.001030324,0.99167705,0.00013385226],"about_ca_topic_score_codex":0.00012244566,"about_ca_topic_score_gemma":0.00022158699,"teacher_disagreement_score":0.5516359,"about_ca_system_score_codex":0.000039742376,"about_ca_system_score_gemma":0.000008098936,"threshold_uncertainty_score":0.9991141},"labels":[],"label_agreement":null},{"id":"W4283266942","doi":"10.5539/ibr.v15n7p79","title":"A Review of the Impact of Network Embeddedness Selection on Firm Performance and Its Application","year":2022,"lang":"en","type":"review","venue":"International Business Research","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Guangxi University","keywords":"Embeddedness; Context (archaeology); Industrial organization; Business; Core (optical fiber); Enterprise private network; Network economy; Key (lock); Government (linguistics); Enterprise planning system; Maturity (psychological); Knowledge management; Process management; Computer science; Telecommunications","score_opus":0.08822448059097504,"score_gpt":0.4180032737584578,"score_spread":0.32977879316748276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283266942","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034336682,0.9910462,0.000024033003,0.00019628541,0.0005770291,0.0017285454,0.00004004436,0.000021406267,0.0060230717],"genre_scores_gemma":[0.006097227,0.9919684,0.0000035309267,0.00006319918,0.00083278975,0.0005746783,0.00017124417,0.000035463912,0.00025346424],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765825,0.00011246619,0.0006386079,0.00033131635,0.0010572884,0.00020206926],"domain_scores_gemma":[0.9964376,0.0003129844,0.0008367226,0.000312183,0.0020911442,0.00000937774],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012665426,0.00021604104,0.0005817127,0.0005377799,0.00021127558,0.00008242364,0.0008594283,0.000079364,0.0009198735],"category_scores_gemma":[0.0009882576,0.00014849921,0.00019701793,0.0042708158,0.00007831678,0.00038672643,0.0006841287,0.00044393897,0.000033243363],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011967718,0.0003310459,0.0026278538,0.1953162,0.00036155665,0.0000010987584,0.000014940177,0.0026228346,0.000004840305,0.002489977,0.04038954,0.75572044],"study_design_scores_gemma":[0.000100018246,0.000014304387,0.0019646205,0.03900951,0.0000636093,0.000005193365,0.0000031735626,0.0013516606,6.253557e-7,0.00007333499,0.9572855,0.00012842064],"about_ca_topic_score_codex":0.00022075871,"about_ca_topic_score_gemma":0.00001102978,"teacher_disagreement_score":0.916896,"about_ca_system_score_codex":0.00028951577,"about_ca_system_score_gemma":0.00039263788,"threshold_uncertainty_score":0.99999344},"labels":[],"label_agreement":null},{"id":"W4286542030","doi":"10.2139/ssrn.4149636","title":"Intelligence Artificielle : Opportunités et enjeux managériaux (Artificial Intelligence: Opportunities and Managerial Challenges)","year":2022,"lang":"fr","type":"article","venue":"SSRN Electronic Journal","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Business intelligence; Computer science; Knowledge management","score_opus":0.0995436833765571,"score_gpt":0.2971618129019502,"score_spread":0.1976181295253931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286542030","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01710985,0.38918644,0.11444245,0.3975295,0.026695542,0.0020280285,0.00010756718,0.00044980747,0.052450802],"genre_scores_gemma":[0.7971234,0.16943946,0.00010042237,0.0019630447,0.0035927324,0.000101531674,0.00006550634,0.00013980719,0.02747412],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9936441,0.00041080793,0.0012818652,0.00072409055,0.0010135259,0.002925575],"domain_scores_gemma":[0.9977735,0.00020829655,0.0009051636,0.00047253392,0.0005269437,0.000113504604],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0068858643,0.00058489287,0.00053668907,0.00093516405,0.0017834542,0.0012878306,0.00094818225,0.00016225729,0.005011064],"category_scores_gemma":[0.00033188766,0.0006944192,0.00022183807,0.0009070476,0.0003566448,0.002093959,0.00126132,0.0034533318,0.0001780156],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001947527,0.0002524278,0.000028071938,0.00014890927,0.00018449296,0.0001247463,0.00054344244,0.0023596822,0.000012306009,0.6514121,0.0013811582,0.3433579],"study_design_scores_gemma":[0.00014635811,0.00024098848,0.000011907636,0.00010908001,0.00020203424,0.00044308236,0.13316043,0.0068430495,0.000013296286,0.45867905,0.39955902,0.00059168227],"about_ca_topic_score_codex":0.00030483442,"about_ca_topic_score_gemma":0.0017539869,"teacher_disagreement_score":0.7800135,"about_ca_system_score_codex":0.0010221391,"about_ca_system_score_gemma":0.0024652323,"threshold_uncertainty_score":0.99974895},"labels":[],"label_agreement":null},{"id":"W4286829969","doi":"","title":"A person-centered perspective on the combined effects of global and specific LMX components for employees","year":2022,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Perspective (graphical); Psychology; Social psychology; Computer science","score_opus":0.024581935452509918,"score_gpt":0.238421728806748,"score_spread":0.21383979335423808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286829969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91066897,0.0012042704,0.017398473,0.0283232,0.0012740842,0.003398448,0.00025842263,0.00026969865,0.03720445],"genre_scores_gemma":[0.99728394,0.00009668847,0.0010121559,0.0002806405,0.000070814254,0.00032509593,0.00027204584,0.00003910407,0.00061951426],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9974975,0.0008200577,0.0003571863,0.00063849264,0.00044589204,0.00024087132],"domain_scores_gemma":[0.9946052,0.0017328304,0.0006931375,0.0011132102,0.0018291677,0.000026449798],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016236379,0.00031427506,0.00037674652,0.00014931282,0.0005303606,0.0005873875,0.00095363014,0.00009948738,0.00015757553],"category_scores_gemma":[0.0015208995,0.0002886298,0.00019307321,0.0004709395,0.00023098294,0.00016588386,0.0013849835,0.00032032916,0.000010701207],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003071922,0.0015886923,0.021900523,0.0009546731,0.00027924645,0.000004318247,0.004554653,0.000080915815,0.0008892148,0.9534657,0.013672685,0.0023021593],"study_design_scores_gemma":[0.024538085,0.00003055732,0.4089003,0.02018363,0.0014466849,0.000012191167,0.026498264,0.06997213,0.0153268725,0.17063487,0.25664052,0.005815915],"about_ca_topic_score_codex":0.0010719405,"about_ca_topic_score_gemma":0.00040259463,"teacher_disagreement_score":0.78283083,"about_ca_system_score_codex":0.00026023822,"about_ca_system_score_gemma":0.00007308128,"threshold_uncertainty_score":0.9999566},"labels":[],"label_agreement":null},{"id":"W4288425328","doi":"10.5539/ies.v15n4p125","title":"The Degree of Jordanian Universities’ Organizational Agility","year":2022,"lang":"en","type":"article","venue":"International Education Studies","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Graduation (instrument); Psychology; Degree (music); Higher education; Sample (material); Degree program; Public university; Medical education; Mathematics education; Pedagogy; Political science; Mathematics; Public administration","score_opus":0.04196930091345304,"score_gpt":0.30413685261155976,"score_spread":0.26216755169810674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288425328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7885756,0.0019658094,0.00086328166,0.042607784,0.028763989,0.00046912083,0.00007467654,0.00016196839,0.13651781],"genre_scores_gemma":[0.9919397,0.000028807573,0.000090148846,0.001056284,0.00051363336,0.00005006364,0.000054452983,0.0000078744815,0.006259004],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991561,0.000016683882,0.00021711772,0.00012542483,0.00041328164,0.00007135612],"domain_scores_gemma":[0.9969145,0.0001366203,0.00025264343,0.00012630905,0.002565783,0.000004140862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023045117,0.000069474045,0.00007396744,0.0001583774,0.0006602523,0.00007625674,0.00034878778,0.000007787362,0.0008108766],"category_scores_gemma":[0.00043062313,0.000061524166,0.000033161217,0.0005020333,0.0000995719,0.00035758823,0.000407825,0.00006672344,0.000031357573],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009881006,0.00035721547,0.10537001,0.000039400613,0.0003623486,9.88909e-7,0.0010944535,0.0010789208,0.00010888687,0.66725945,0.21719626,0.007033225],"study_design_scores_gemma":[0.0001886455,0.0000057504353,0.020683382,0.000009294311,0.000022483537,0.000001922567,0.047443014,0.0002193799,0.000027098402,0.01296451,0.9183363,0.00009823872],"about_ca_topic_score_codex":0.00012532952,"about_ca_topic_score_gemma":0.000086443004,"teacher_disagreement_score":0.70114005,"about_ca_system_score_codex":0.0002594786,"about_ca_system_score_gemma":0.00025571897,"threshold_uncertainty_score":0.887853},"labels":[],"label_agreement":null},{"id":"W4291582519","doi":"10.4018/978-1-6684-5235-6.ch010","title":"Uses, Applications, and Benefits of Virtual Reality Technologies in E-Business","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in e-business research series","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Canada West","funders":"","keywords":"Virtual reality; Electronic business; Business model; Competitive advantage; Business process; Business case; Process (computing); Business opportunity; Process management; Value (mathematics); Business process modeling; Computer science; Knowledge management; Business; Marketing; Work in process; Human–computer interaction","score_opus":0.0389597734472216,"score_gpt":0.3179193333774507,"score_spread":0.2789595599302291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291582519","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009358697,0.1449656,0.0014233753,0.023798546,0.002308004,0.011555691,0.0011710448,0.0015763778,0.80384266],"genre_scores_gemma":[0.5827319,0.35469523,0.0009717259,0.00023385097,0.0018001639,0.0060272515,0.0019136736,0.00055542315,0.05107076],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99669445,0.00003781455,0.0008651366,0.0008349084,0.0010774569,0.0004902643],"domain_scores_gemma":[0.99667114,0.00034282534,0.00050053356,0.0007950809,0.0016772639,0.000013173833],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010120993,0.0004255435,0.0007142824,0.0025108182,0.00029396478,0.00023566655,0.00086418586,0.0002721303,0.0003078099],"category_scores_gemma":[0.0009373581,0.00044812076,0.000039198287,0.0030539394,0.0011961868,0.0038536033,0.001948718,0.00076358585,0.000016848673],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004048072,0.00012591277,0.008641406,0.002308465,0.000017052045,0.000029356579,0.000050739323,0.004916884,0.000020673711,0.9110613,0.0004533977,0.071970046],"study_design_scores_gemma":[0.0004359109,0.000021784117,0.0067830808,0.0006190985,0.000012710113,0.0000037138386,0.00079059374,0.000023084494,0.000020547135,0.06371817,0.9271229,0.00044841997],"about_ca_topic_score_codex":0.0007149734,"about_ca_topic_score_gemma":0.0074223117,"teacher_disagreement_score":0.9266695,"about_ca_system_score_codex":0.00021686344,"about_ca_system_score_gemma":0.00020284146,"threshold_uncertainty_score":0.99979705},"labels":[],"label_agreement":null},{"id":"W4297691029","doi":"10.48550/arxiv.1201.4642","title":"Collaborative knowledge networks emergence for innovation: Factors of success analysis and comparison","year":2012,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Green Communities Canada","funders":"","keywords":"Knowledge management; Agile software development; Excellence; Computer science; Virtual collaboration; Political science","score_opus":0.06967712066665423,"score_gpt":0.2387283447649373,"score_spread":0.16905122409828305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297691029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6611904,0.00023391796,0.33546966,0.00002458412,0.00075727224,0.0005227171,0.000055340657,0.00006302661,0.001683116],"genre_scores_gemma":[0.9988429,0.000049762162,0.000079586185,0.000023968096,0.0003326736,0.0000050141534,0.0003469514,0.000019159306,0.00030000453],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987363,0.00002815559,0.00041789102,0.00052474084,0.00006975857,0.00022314166],"domain_scores_gemma":[0.9966996,0.00014320837,0.0009951529,0.00037465733,0.0017677794,0.00001961647],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002483609,0.00028242584,0.000564781,0.0010685187,0.00017917182,0.00013143687,0.0003839578,0.00020610391,0.0001613459],"category_scores_gemma":[0.000109388515,0.00031764488,0.00012565285,0.0065414337,0.0001297065,0.00071262574,0.0006785557,0.0001938305,0.000003930388],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007559934,0.00011708991,0.7585041,0.00027140597,0.00057975866,7.144523e-7,0.00018123159,0.18759419,0.000008762469,0.05132617,0.0012316959,0.00010931635],"study_design_scores_gemma":[0.00076748733,0.000016974236,0.11228948,0.00011463955,0.0032604383,3.3054754e-8,0.002085768,0.87309635,0.00010510554,0.0027112497,0.004750025,0.00080247334],"about_ca_topic_score_codex":0.00023122485,"about_ca_topic_score_gemma":0.00087329705,"teacher_disagreement_score":0.6855021,"about_ca_system_score_codex":0.000056009976,"about_ca_system_score_gemma":0.00006641049,"threshold_uncertainty_score":0.9999276},"labels":[],"label_agreement":null},{"id":"W4306963121","doi":"10.1108/jeim-12-2021-0521","title":"Understanding the relationship between IT capabilities and operational agility: a multi-method approach","year":2022,"lang":"en","type":"article","venue":"Journal of Enterprise Information Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Process management; Originality; Knowledge management; Resource (disambiguation); Control reconfiguration; Process (computing); Complementarity (molecular biology); Computer science; Engineering; Qualitative research","score_opus":0.09244672260124454,"score_gpt":0.2916851931332371,"score_spread":0.19923847053199256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306963121","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013979585,0.000036861707,0.9679564,0.005057233,0.0004974288,0.000597914,0.000015438653,0.000033046752,0.011826083],"genre_scores_gemma":[0.9897977,0.0000057283546,0.006974081,0.0026482902,0.00024008719,0.000054914577,0.00004245374,0.000009161886,0.00022760077],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810857,0.0000861127,0.0008563001,0.00010114735,0.00069963373,0.00014825609],"domain_scores_gemma":[0.99850255,0.00030664928,0.000792397,0.00017917095,0.00020130989,0.000017890758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022661595,0.00013708352,0.00017318218,0.00061868294,0.00081075454,0.0006830339,0.00032698453,0.0000234421,0.0001612806],"category_scores_gemma":[0.00027787325,0.0001101551,0.00008529296,0.0005391112,0.000056081124,0.0034454186,0.0004388461,0.0002943944,0.000012250329],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025648842,0.00021461159,0.62496716,0.0006772426,0.00034083615,0.000006572482,0.007347218,0.07817839,0.0000018143029,0.23709986,0.047463816,0.0034459631],"study_design_scores_gemma":[0.0050934395,0.000106820175,0.28408635,0.00015697896,0.00050013134,0.00006722467,0.16400962,0.10363741,0.000001569826,0.025818903,0.41584384,0.0006777199],"about_ca_topic_score_codex":0.000016239117,"about_ca_topic_score_gemma":0.000003211208,"teacher_disagreement_score":0.9758181,"about_ca_system_score_codex":0.00030852272,"about_ca_system_score_gemma":0.00003207176,"threshold_uncertainty_score":0.6586512},"labels":[],"label_agreement":null},{"id":"W4309342498","doi":"10.1109/smc53654.2022.9945590","title":"Multi-Group Role Assignment with Constraints in Adaptive Collaboration","year":2022,"lang":"en","type":"article","venue":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"Nature; Fundamental Research Funds for the Central Universities; Natural Science Foundation of Chongqing","keywords":"Task (project management); Computer science; Set (abstract data type); Group (periodic table); Process (computing); Mathematical optimization; Scheme (mathematics); Operations research; Engineering; Mathematics","score_opus":0.03347475054769768,"score_gpt":0.257146113009103,"score_spread":0.22367136246140532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309342498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70296127,0.00054589025,0.016212225,0.004175176,0.0092389,0.004488413,0.00075534073,0.00038949214,0.26123327],"genre_scores_gemma":[0.99620616,0.000027629576,0.00010492087,0.00061609974,0.0002956768,0.00043566222,0.00013120551,0.000026670716,0.0021559787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99797827,0.00007379391,0.00043870296,0.00046465683,0.0008287261,0.00021583702],"domain_scores_gemma":[0.99898434,0.00005535033,0.00037846877,0.00018364782,0.00037362118,0.000024554194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003761778,0.00023428485,0.00023866704,0.00039971748,0.00020686322,0.00060097955,0.00032130472,0.000049755687,0.00090788456],"category_scores_gemma":[0.00002917556,0.0002358042,0.000026124426,0.00042761912,0.000104172,0.00043184264,0.00015779423,0.0002493634,0.000057982517],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015479244,0.001460385,0.06817675,0.00015944568,0.0003490086,0.00021980249,0.0019047144,0.040274147,0.005986193,0.863687,0.011526746,0.004707908],"study_design_scores_gemma":[0.008849086,0.0006816982,0.019231588,0.00059215626,0.00011613357,0.000049619062,0.0805957,0.65857136,0.00015198938,0.0020982262,0.22731927,0.0017431607],"about_ca_topic_score_codex":0.0006475231,"about_ca_topic_score_gemma":0.0011810954,"teacher_disagreement_score":0.8615888,"about_ca_system_score_codex":0.00027266442,"about_ca_system_score_gemma":0.000090185626,"threshold_uncertainty_score":0.9940699},"labels":[],"label_agreement":null},{"id":"W4379513553","doi":"10.56578/ataiml020201","title":"Hierarchical Aggregate Assessment of Multi-Level Teams Using Competency Ontologies","year":2023,"lang":"en","type":"article","venue":"Acadlore Transactions on AI and Machine Learning","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Competence (human resources); Knowledge management; Ontology; Adaptation (eye); Set (abstract data type); Domain (mathematical analysis); Process management; Engineering; Psychology","score_opus":0.045207021744206224,"score_gpt":0.3156495318228397,"score_spread":0.2704425100786335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379513553","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41766518,0.00011541408,0.5763766,0.0026377654,0.0005429282,0.00039083385,0.000030422158,0.0006651075,0.0015757063],"genre_scores_gemma":[0.99614686,0.00012651223,0.002840455,0.0003530374,0.00008239684,0.000019275805,0.000034738878,0.00002718554,0.00036955462],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891514,0.000038499104,0.00030663173,0.00027315057,0.00023523235,0.00023132912],"domain_scores_gemma":[0.99945587,0.00011667885,0.00016909171,0.00013516044,0.00010451648,0.000018700666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002572713,0.00018254197,0.00024352055,0.0004945456,0.00042850478,0.000113913244,0.00013225588,0.00007925571,0.0001497153],"category_scores_gemma":[0.0000728067,0.00016652598,0.00007486763,0.00077326177,0.00009758761,0.00048919296,0.00002792689,0.00056478794,0.000023520077],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021293464,0.0005511527,0.1779248,0.0007011055,0.00030886277,0.000045538687,0.00067042315,0.41253775,0.007877231,0.013199235,0.00025459199,0.38571635],"study_design_scores_gemma":[0.0011923995,0.00005286691,0.060047336,0.0001612669,0.00009446823,0.000005276327,0.00057926343,0.9312097,0.00017530439,0.0004233115,0.0057561346,0.0003027017],"about_ca_topic_score_codex":0.0004942564,"about_ca_topic_score_gemma":0.00022941445,"teacher_disagreement_score":0.5784817,"about_ca_system_score_codex":0.00003002987,"about_ca_system_score_gemma":0.00004160439,"threshold_uncertainty_score":0.6790732},"labels":[],"label_agreement":null},{"id":"W4380224606","doi":"10.23977/jemm.2023.080208","title":"Research on Key Technologies for Value Chain Analysis and Optimization in Manufacturing Enterprises","year":2023,"lang":"en","type":"article","venue":"Journal of Engineering Mechanics and Machinery","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Connotation; Advanced manufacturing; Manufacturing engineering; Key (lock); Business; China; Manufacturing; Computer-integrated manufacturing; Computer science; Process management; Engineering management; Engineering; Marketing","score_opus":0.016947835209021468,"score_gpt":0.26911409281760396,"score_spread":0.25216625760858247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380224606","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39668548,0.0002585581,0.6009518,0.0012409273,0.00043117287,0.00023808988,0.000004949816,0.00012933186,0.000059685637],"genre_scores_gemma":[0.9969859,0.00032559666,0.0024711653,0.000032002274,0.00013798045,0.000011605245,0.0000048323695,0.000015597787,0.000015282232],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992914,0.00000710132,0.00024555658,0.00011950102,0.00018163602,0.00015476561],"domain_scores_gemma":[0.99951947,0.00017704275,0.000113389644,0.00007843742,0.00010253558,0.000009124514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010250489,0.000090681664,0.00018413691,0.0025924484,0.00006424514,0.00016890865,0.00010040655,0.000051116782,0.0000027924125],"category_scores_gemma":[0.00038025656,0.00007972435,0.00004400148,0.0010670366,0.0000053930657,0.00027960015,0.000105978754,0.0001778424,5.3217315e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038302496,0.0000149629905,0.00048166804,0.000102333324,0.00006252598,0.000009395372,0.000027114713,0.9863454,0.00032297356,0.010817542,0.00012155276,0.001656235],"study_design_scores_gemma":[0.00033676828,0.000032542575,0.00083062804,0.00010372504,0.000050562834,0.0000016811017,0.00030538414,0.99478894,0.00028420973,0.0021131984,0.0010627796,0.0000895569],"about_ca_topic_score_codex":0.00001508399,"about_ca_topic_score_gemma":0.000010926157,"teacher_disagreement_score":0.6003005,"about_ca_system_score_codex":0.000028091796,"about_ca_system_score_gemma":0.000007166256,"threshold_uncertainty_score":0.32510644},"labels":[],"label_agreement":null},{"id":"W4381334268","doi":"10.1007/978-3-658-41852-6_4","title":"Conclusion","year":2023,"lang":"en","type":"book-chapter","venue":"Gabler theses","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Popularity; Teamwork; Quarter (Canadian coin); Business; Work (physics); Coronavirus disease 2019 (COVID-19); Public relations; Political science; Economics; Engineering; Management; Geography","score_opus":0.040594519207202,"score_gpt":0.22967818462683193,"score_spread":0.18908366541962993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381334268","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027307598,0.00015369015,0.00008329654,0.0007412652,0.0017254899,0.00027611278,0.00001833165,0.000604162,0.9963703],"genre_scores_gemma":[0.008362085,0.00012399169,0.000020934933,0.001606773,0.0031315738,0.000023629045,0.00012579262,0.00014791108,0.9864573],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878293,0.000002439685,0.00028286557,0.00034212097,0.00038327483,0.00020638238],"domain_scores_gemma":[0.99898624,0.0001013064,0.00027643974,0.00038058427,0.00024571992,0.000009681988],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015431357,0.0002920742,0.00028555957,0.00035946575,0.00018946169,0.00037667307,0.00030771343,0.00017837159,0.0062627215],"category_scores_gemma":[0.00012809173,0.0002698446,0.000109471686,0.00012074531,0.000062305684,0.00043009894,0.00054045464,0.00018157499,0.016853051],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028644963,0.000011114875,0.000119401746,0.0002075141,0.000070549875,0.00005092234,0.000027151094,0.00006714385,0.000032358774,0.66044384,0.3330346,0.005906766],"study_design_scores_gemma":[0.00011930192,0.0000033048425,0.000033791355,0.000295134,0.000057812576,6.413468e-7,0.000025888643,0.00009270109,0.0000056816193,0.06541734,0.9336605,0.0002879093],"about_ca_topic_score_codex":0.000084534935,"about_ca_topic_score_gemma":0.00011436078,"teacher_disagreement_score":0.6006259,"about_ca_system_score_codex":0.0000399611,"about_ca_system_score_gemma":0.000034574114,"threshold_uncertainty_score":0.9999754},"labels":[],"label_agreement":null},{"id":"W4383989380","doi":"10.5281/zenodo.8137614","title":"THEORY OF ORGANIZATIONAL AGILITY THROUGH COMMUNICATION: THE SCRUM MODEL","year":2023,"lang":"en","type":"dissertation","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scrum; Agile software development; Process management; Business; Knowledge management; Computer science; Engineering; Software engineering; Software development; Software","score_opus":0.04741033086108782,"score_gpt":0.26535200579538853,"score_spread":0.21794167493430072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383989380","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020045916,0.0005518079,0.011268046,0.0035474906,0.0011357404,0.002327154,0.00065006927,0.0029497216,0.95752406],"genre_scores_gemma":[0.9287291,0.00032918694,0.000282143,0.0008508666,0.0008006709,8.528501e-7,0.04640461,0.003413646,0.01918888],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793637,0.00018376867,0.0005350385,0.0004133046,0.00067210075,0.0002594181],"domain_scores_gemma":[0.9955762,0.00009521368,0.00058913697,0.0009743609,0.0027469066,0.000018156763],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011761845,0.00023835899,0.00024385283,0.0002900709,0.0027584583,0.0011287773,0.00205422,0.00014213371,0.008903801],"category_scores_gemma":[0.0019440606,0.00021887488,0.00009042812,0.0018076958,0.00022202966,0.0007239731,0.0011742708,0.00040475684,0.0051030647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002745912,0.00024207417,0.000018775007,0.0007109222,0.0001866808,0.0000023460427,0.0035898385,0.0027963908,0.0005346355,0.46162242,0.5171804,0.012840958],"study_design_scores_gemma":[0.0005641902,0.000023943046,0.0011881153,0.00025038433,0.00015152433,0.000004694438,0.0065799123,0.005499994,0.00019297567,0.0614862,0.9235884,0.00046964927],"about_ca_topic_score_codex":0.000043811142,"about_ca_topic_score_gemma":0.000010729417,"teacher_disagreement_score":0.9383352,"about_ca_system_score_codex":0.000100161305,"about_ca_system_score_gemma":0.00001852242,"threshold_uncertainty_score":0.99990815},"labels":[],"label_agreement":null},{"id":"W4385463260","doi":"10.21608/ajbas.2023.203105.1152","title":"Design and Implementation an Intelligent Dynamic Negotiation with Third Party for Cloud Computing","year":2023,"lang":"en","type":"article","venue":"Alfarama Journal of Basic & Applied Sciences","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Cloud computing; Negotiation; Computer science; Computer security; Distributed computing; Operating system; Political science","score_opus":0.02860902362606257,"score_gpt":0.2978247669432853,"score_spread":0.26921574331722276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385463260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70034444,0.000023563316,0.29793614,0.00077159813,0.00032213665,0.00040106403,7.809221e-7,0.000037078986,0.00016319402],"genre_scores_gemma":[0.99365747,0.000009123645,0.0055868276,0.0003669791,0.00034549547,0.000010163892,0.00000945148,0.00000903236,0.000005461358],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988995,0.00001555862,0.00035697405,0.00018377377,0.00034871648,0.0001954645],"domain_scores_gemma":[0.9989716,0.00015717621,0.0005670137,0.00006560158,0.00022069807,0.00001794175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016825132,0.00010464945,0.00014470181,0.00031164422,0.00042333218,0.0005771771,0.00019838402,0.000021456412,0.000023083894],"category_scores_gemma":[0.000027803326,0.00007944715,0.000022242471,0.0008877244,0.000102907994,0.0009644639,0.000044479515,0.00006289614,0.00000750714],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001161408,0.00028813467,0.036757614,0.00031697995,0.00021904928,0.000018619674,0.0064549535,0.41077065,0.020390807,0.106494844,0.014381275,0.40274566],"study_design_scores_gemma":[0.0038431818,0.0009333095,0.030896325,0.00017671972,0.00026208116,0.000032764325,0.044400774,0.86253357,0.004267198,0.04052145,0.011278488,0.0008541365],"about_ca_topic_score_codex":0.000011327204,"about_ca_topic_score_gemma":0.000040704894,"teacher_disagreement_score":0.4517629,"about_ca_system_score_codex":0.00002787526,"about_ca_system_score_gemma":0.00006930034,"threshold_uncertainty_score":0.5565732},"labels":[],"label_agreement":null},{"id":"W4385619553","doi":"10.5267/j.esm.2023.6.001","title":"Experimental analysis on microstructure, mechanical properties, and corrosion behavior of TIG welded AISI 444 ferritic stainless steels","year":2023,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nexus (standard); Structural equation modeling; Microstructure; Employee engagement; Materials science; Welding; Human resource management; Business; Metallurgy; Knowledge management; Engineering; Public relations; Political science; Computer science","score_opus":0.018709268912570885,"score_gpt":0.23667305862734112,"score_spread":0.21796378971477023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385619553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98687977,0.0001350461,0.011112844,0.000059553244,0.0008921344,0.00048101324,0.000026149482,0.00037267013,0.000040797953],"genre_scores_gemma":[0.9992499,0.000012218274,0.00019226229,0.000089067995,0.0001891996,0.00008079454,0.000060405833,0.000048775397,0.00007737835],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987093,0.000008894855,0.00035605035,0.00032496205,0.00032419624,0.00027659652],"domain_scores_gemma":[0.999418,0.000029913524,0.0001221405,0.0002813324,0.00012109409,0.000027518328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018871225,0.00022967534,0.00035483774,0.00062016177,0.00009786263,0.00013470816,0.00017007905,0.00010054656,0.000071896575],"category_scores_gemma":[0.00010645193,0.00022416451,0.00009541378,0.0013416198,0.0000124392955,0.00026558893,0.00021745052,0.00013842141,0.000018388433],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009410263,0.0001648507,0.00023697232,0.00031145237,0.0001398075,0.000034320317,0.00019626165,0.09605874,0.8765533,0.02541811,0.0003390132,0.00045308858],"study_design_scores_gemma":[0.0011163766,0.00010655526,0.0009751232,0.00023515799,0.0006005823,0.0000034701034,0.00085843354,0.6225328,0.3695358,0.00012553569,0.0032283561,0.00068184],"about_ca_topic_score_codex":0.000031527987,"about_ca_topic_score_gemma":0.000011236799,"teacher_disagreement_score":0.52647406,"about_ca_system_score_codex":0.00005817366,"about_ca_system_score_gemma":0.000016343683,"threshold_uncertainty_score":0.9141163},"labels":[],"label_agreement":null},{"id":"W4387414599","doi":"10.2139/ssrn.4593374","title":"Digital Collaboration Technologies and Managerial Intensity in U.S. Corporations: An Examination","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Business; Intensity (physics); Accounting; Industrial organization; Physics","score_opus":0.009109224211865155,"score_gpt":0.22675433195362982,"score_spread":0.21764510774176465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387414599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939384,0.000131011,0.0019416733,0.001746129,0.0004041952,0.00024411881,0.0000023929188,0.0003888431,0.0012032413],"genre_scores_gemma":[0.9987848,0.00034819898,0.000014556253,0.000056871202,0.0003394816,0.000016637252,0.000070500646,0.00001515612,0.00035381992],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99876434,0.000011282576,0.00025422708,0.00019506607,0.00019424618,0.0005808222],"domain_scores_gemma":[0.9993889,0.000019119092,0.0001981717,0.0001159013,0.0002715133,0.0000063927537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096228364,0.000113088405,0.00012237534,0.0007603546,0.00020248028,0.0009431564,0.00014597284,0.00006908318,0.0000060927223],"category_scores_gemma":[0.00031323117,0.0001140926,0.000016385857,0.0017209711,0.00005391425,0.0037882556,0.000096516975,0.00039974018,0.000051439434],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022080287,0.00016381174,0.124736406,0.000043761902,0.000056740297,0.00003026157,0.00031301382,0.00087579293,0.0007401833,0.33333302,0.0011289358,0.5383573],"study_design_scores_gemma":[0.0026538589,0.00021590835,0.107240416,0.0000876447,0.000052625088,0.00008293522,0.11617327,0.023355726,0.00007866633,0.7366111,0.012682242,0.00076560344],"about_ca_topic_score_codex":0.000024456416,"about_ca_topic_score_gemma":0.0030711363,"teacher_disagreement_score":0.5375917,"about_ca_system_score_codex":0.000266583,"about_ca_system_score_gemma":0.00019904367,"threshold_uncertainty_score":0.9094879},"labels":[],"label_agreement":null},{"id":"W4387654668","doi":"10.23977/aetp.2023.071307","title":"Research on Building a Community of University Practice and Education by Integrating Resources","year":2023,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Southwest Jiaotong University","keywords":"Resource (disambiguation); Knowledge management; Shared resource; Quality (philosophy); Resource distribution; Co-construction; Engineering management; Computer science; Business; Engineering; Resource allocation; Psychology","score_opus":0.02723455379679868,"score_gpt":0.40696497612364707,"score_spread":0.3797304223268484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387654668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9451299,0.0010896944,0.00009369651,0.02849565,0.00028600148,0.00012350404,0.0000029437995,0.00004761215,0.02473103],"genre_scores_gemma":[0.997695,0.00068441057,0.0006689638,0.0006462608,0.00006434992,0.000016572634,0.000015002385,0.0000050630097,0.00020434127],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993752,0.00011830586,0.00013068356,0.00017398878,0.0000829485,0.00011887037],"domain_scores_gemma":[0.99837464,0.0011356608,0.00011804363,0.0001540078,0.00021203834,0.0000056208596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000947478,0.0000603224,0.00008738334,0.0014350815,0.00025772493,0.000017207012,0.00017787747,0.00009231672,0.000015140185],"category_scores_gemma":[0.0013653301,0.000065742795,0.0000058129353,0.0024423592,0.00041219435,0.0005328213,0.00011418312,0.00041063514,0.000008774873],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016256796,0.00037813882,0.07860432,0.00007208951,0.000008406447,8.08675e-7,0.00034817788,0.000020402103,0.00063745974,0.8652296,0.01009452,0.044443507],"study_design_scores_gemma":[0.00032477817,0.00006188347,0.0337369,0.00012653948,0.000006597055,0.0000069511975,0.029579578,0.000055252967,0.00003152029,0.30013183,0.63582885,0.00010932469],"about_ca_topic_score_codex":0.0001091868,"about_ca_topic_score_gemma":0.000101121885,"teacher_disagreement_score":0.6257343,"about_ca_system_score_codex":0.000022742886,"about_ca_system_score_gemma":0.000033882687,"threshold_uncertainty_score":0.26809135},"labels":[],"label_agreement":null},{"id":"W4388109967","doi":"10.3390/su152115423","title":"Implementation of an Industry 4.0 Strategy Adapted to Manufacturing SMEs: Simulation and Case Study","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Mass customization; Modular design; Business; Modularity (biology); Personalization; Process management; Digital transformation; Industry 4.0; Economic shortage; Manufacturing; Manufacturing engineering; Industrial organization; Marketing; Computer science; Engineering","score_opus":0.03017342511432356,"score_gpt":0.3635921517408133,"score_spread":0.3334187266264897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388109967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981378,0.0000012042133,0.00020288963,0.00021259095,0.000061346254,0.0011924304,0.0000047578023,0.000137545,0.000049486775],"genre_scores_gemma":[0.99972385,5.1752547e-8,0.000010752892,0.000045612887,0.00011177736,0.000053936732,0.000016582308,0.000011865316,0.000025581754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905443,0.000034694312,0.0002969657,0.00026987333,0.00017665746,0.00016737578],"domain_scores_gemma":[0.9990213,0.00005931268,0.00011918249,0.00023711516,0.00054386415,0.000019224617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051509624,0.00010660852,0.00012456054,0.00029520193,0.0001414804,0.00017939442,0.00006873221,0.000051775332,0.00009774463],"category_scores_gemma":[0.00020551984,0.00011104226,0.000015221813,0.0007082393,0.000021560725,0.00094523485,0.00014867437,0.00008946613,0.0000037821383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008497005,0.00020909269,0.7173814,0.0003756776,0.000024147219,0.00027927573,0.00223781,0.21682829,0.000018891526,0.00039837963,0.00007770798,0.062084336],"study_design_scores_gemma":[0.00065014296,0.00009651096,0.66713804,0.0000051081934,0.000032876287,0.0000025653792,0.313101,0.016292175,0.000083822255,0.0021479111,0.00029035143,0.00015953621],"about_ca_topic_score_codex":0.005941986,"about_ca_topic_score_gemma":0.002829946,"teacher_disagreement_score":0.31086317,"about_ca_system_score_codex":0.0001179359,"about_ca_system_score_gemma":0.00006894349,"threshold_uncertainty_score":0.8982545},"labels":[],"label_agreement":null},{"id":"W4389163144","doi":"10.59876/a-n1ve-zm1e","title":"Virtual teams and knowledge sharing via digital platforms: evidence from an inter-organizational network context","year":2023,"lang":"en","type":"article","venue":"Management international","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Knowledge management; Virtuality (gaming); Tacit knowledge; Knowledge sharing; Business; Transformative learning; Corporate governance; Transparency (behavior); Context (archaeology); Virtual team; Computer science; Process management; Sociology","score_opus":0.01764654273629724,"score_gpt":0.25432480510547384,"score_spread":0.2366782623691766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389163144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8605522,0.000115506606,0.07949107,0.0019164025,0.0059068417,0.00075059047,0.000067046385,0.0012002952,0.05000003],"genre_scores_gemma":[0.9926514,0.000025013564,0.00012724259,0.00088130054,0.0023525432,0.00004989927,0.00085531827,0.0000390836,0.0030182032],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99846613,0.0000028499448,0.00036627738,0.00052095024,0.00039823042,0.0002455808],"domain_scores_gemma":[0.99923885,0.000100922516,0.00016524056,0.0002402631,0.00022874796,0.00002598939],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002524177,0.00020869366,0.00014513209,0.00038158146,0.00020098867,0.0013485348,0.0006132732,0.00004698889,0.00096874515],"category_scores_gemma":[0.00011953065,0.00021688733,0.00004113343,0.0007355646,0.00005824939,0.0037953542,0.0014126005,0.00010146778,0.0015344981],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001677876,0.00020127959,0.6387463,0.000067675544,0.00041588934,0.000048008475,0.00055312604,0.0033532125,0.000042568758,0.21173349,0.067521036,0.07714961],"study_design_scores_gemma":[0.002541057,0.000068892106,0.17455707,0.0011054407,0.00014921596,0.0000052376095,0.0057847584,0.4807278,0.000027207283,0.12692453,0.20675632,0.0013524747],"about_ca_topic_score_codex":0.000087268214,"about_ca_topic_score_gemma":0.000194822,"teacher_disagreement_score":0.47737458,"about_ca_system_score_codex":0.00009593641,"about_ca_system_score_gemma":0.000011924116,"threshold_uncertainty_score":0.9999445},"labels":[],"label_agreement":null},{"id":"W4389356935","doi":"10.21428/f1f23564.6aaf45b9","title":"Utilizing Innovative Project Management Technologies to Set Virtual Work Boundaries","year":2023,"lang":"en","type":"article","venue":"IDEAH","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Work (physics); Set (abstract data type); Knowledge management; Project management; Computer science; Engineering management; Process management; Engineering; Systems engineering; Mechanical engineering","score_opus":0.033771881556762265,"score_gpt":0.2878468269624159,"score_spread":0.2540749454056537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389356935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7742312,0.00015714434,0.009201654,0.026357144,0.005680526,0.0041030417,0.0000494976,0.0143230725,0.1658967],"genre_scores_gemma":[0.99459386,0.000006615783,0.0004132407,0.0010828997,0.00025643932,0.00028913,0.000046880214,0.00003109172,0.0032798676],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987557,0.00000650417,0.00026545726,0.00033808977,0.0003026657,0.0003316059],"domain_scores_gemma":[0.99928504,0.000039641214,0.0001122084,0.000307598,0.0002507725,0.000004709914],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026563666,0.00017822518,0.0001616515,0.0010382297,0.0004047527,0.0011874097,0.00034523854,0.00005391335,0.000052956297],"category_scores_gemma":[0.00036822088,0.00017224193,0.000029211924,0.008857613,0.000116027535,0.00063436263,0.0008707905,0.00010976798,0.0019374498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010359592,0.00003152708,0.018033123,0.00012816748,0.00009341259,0.000068443165,0.00062147056,0.00025957864,0.0000953227,0.23350799,0.6864298,0.060627572],"study_design_scores_gemma":[0.00024019206,0.000013736884,0.0054842094,0.00012248196,0.000015337117,2.9755216e-7,0.012125784,0.00014823252,0.00012131211,0.0049584857,0.9764924,0.00027751143],"about_ca_topic_score_codex":0.000071724484,"about_ca_topic_score_gemma":0.00006885041,"teacher_disagreement_score":0.29006264,"about_ca_system_score_codex":0.00005734028,"about_ca_system_score_gemma":0.000034082947,"threshold_uncertainty_score":0.99984944},"labels":[],"label_agreement":null},{"id":"W4391060608","doi":"10.5267/j.uscm.2023.11.014","title":"Enhancing company performance and profitability through agile practices: A comprehensive analysis of three key perspectives","year":2024,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Profitability index; Agile software development; Nonprobability sampling; Business; Productivity; Flexibility (engineering); Organizational performance; Process management; Work (physics); Marketing; Knowledge management; Management; Computer science; Finance; Engineering; Economics","score_opus":0.026178858573992134,"score_gpt":0.28112688570901834,"score_spread":0.2549480271350262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391060608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95294154,0.0025758436,0.017300023,0.0027538012,0.0005192373,0.0017614688,0.00003445507,0.0003814025,0.021732247],"genre_scores_gemma":[0.9965619,0.00026204938,0.0019897544,0.0003511539,0.00022289314,0.00015839514,0.00007168879,0.000029419478,0.00035273205],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99783206,0.000040289546,0.00054254796,0.0007350093,0.00051724055,0.00033285734],"domain_scores_gemma":[0.9983919,0.00027236712,0.00044433968,0.0004940479,0.0003797737,0.000017547123],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00056362455,0.00030412857,0.00047640892,0.00082489866,0.00021484622,0.0005023326,0.00029131694,0.000053701864,0.0005329925],"category_scores_gemma":[0.00011460114,0.00028126434,0.00014772962,0.00308098,0.00019905737,0.0015834116,0.00043166583,0.00016747066,0.000042213556],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071436743,0.001145732,0.4474404,0.02021693,0.013342242,0.0001715536,0.027225243,0.04662801,0.00196124,0.4080911,0.011558526,0.021504693],"study_design_scores_gemma":[0.0011774608,0.00009778592,0.241612,0.0010120542,0.005033696,0.0000025051065,0.06941469,0.5028415,0.00018430926,0.0046751206,0.17277697,0.0011719147],"about_ca_topic_score_codex":0.00089671294,"about_ca_topic_score_gemma":0.0009683891,"teacher_disagreement_score":0.45621347,"about_ca_system_score_codex":0.00014688686,"about_ca_system_score_gemma":0.000028795539,"threshold_uncertainty_score":0.99996394},"labels":[],"label_agreement":null},{"id":"W4391906314","doi":"10.1016/j.jsis.2024.101824","title":"Welcome to the first issue of Volume 33 of the Journal of Strategic Information Systems","year":2024,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Data science; Political science; Computer science; Physics; Thermodynamics","score_opus":0.02359264481079099,"score_gpt":0.23292809589778862,"score_spread":0.20933545108699764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391906314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8377754,0.003112616,0.015956905,0.008660677,0.037090015,0.0034801483,0.00017043014,0.00008741101,0.093666375],"genre_scores_gemma":[0.9981082,0.00006675124,0.0000068914806,0.00018636613,0.0014926996,0.000005151686,0.00000472513,0.000009871639,0.000119323464],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99569494,0.000109268614,0.0027465075,0.000038427555,0.0012268088,0.00018406649],"domain_scores_gemma":[0.9926266,0.00015310204,0.0042660735,0.00032620996,0.0026038615,0.000024144281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004166143,0.00019607549,0.00041115927,0.000614102,0.00022102272,0.0010332125,0.00096940144,0.00008557934,0.00005596963],"category_scores_gemma":[0.00010414256,0.00009609813,0.0001624809,0.0014153853,0.000080607606,0.006202523,0.00009874524,0.00036522152,0.00014467583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000613842,0.0000740532,0.0014163735,0.00775104,0.00060598616,0.000004121107,0.017113624,0.7971468,0.0002853913,0.09058104,0.08373718,0.00067057513],"study_design_scores_gemma":[0.0016381295,0.00038941408,0.0020800296,0.005449029,0.0006461937,0.00077878655,0.2121535,0.12043648,0.00015789625,0.0007882082,0.6550281,0.0004541966],"about_ca_topic_score_codex":0.00037623383,"about_ca_topic_score_gemma":0.000025122645,"teacher_disagreement_score":0.6767103,"about_ca_system_score_codex":0.00011023978,"about_ca_system_score_gemma":0.00030828724,"threshold_uncertainty_score":0.9963292},"labels":[],"label_agreement":null},{"id":"W4392373455","doi":"10.18280/jesa.570129","title":"Optimal Routing in Supply Chain Network Design","year":2024,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Supply chain; Routing (electronic design automation); Network planning and design; Computer network; Business; Marketing","score_opus":0.019633070773848214,"score_gpt":0.25000656452983183,"score_spread":0.23037349375598362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392373455","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07416264,0.2641012,0.578571,0.01831659,0.043318756,0.0022177785,0.000039948576,0.0017669669,0.017505134],"genre_scores_gemma":[0.9426113,0.0018689736,0.024302673,0.00075139996,0.013483578,0.00004329941,0.000014512914,0.00027077773,0.01665351],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9954335,0.0004860079,0.0015822849,0.0005576037,0.0007344966,0.0012061185],"domain_scores_gemma":[0.99799544,0.0005706976,0.0006018015,0.00030689017,0.0004341854,0.00009098404],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0034485066,0.0005763676,0.0006416739,0.00088241213,0.000633948,0.007078368,0.00060115336,0.00022030863,0.0023917435],"category_scores_gemma":[0.0008408626,0.0005838589,0.00026541494,0.0032214813,0.00019528573,0.004282081,0.0003584684,0.0010615102,0.001970689],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008345517,0.00016002101,0.017707296,0.002324612,0.0002951272,0.004655887,0.0011778573,0.41758895,0.00008445284,0.026305754,0.2010635,0.32855308],"study_design_scores_gemma":[0.0006622469,0.00007309597,0.046308085,0.01341254,0.00021442701,0.0008477976,0.00049883296,0.81604373,0.000009051595,0.005434396,0.11579015,0.0007056169],"about_ca_topic_score_codex":0.0001948095,"about_ca_topic_score_gemma":0.00010584508,"teacher_disagreement_score":0.8684486,"about_ca_system_score_codex":0.0007827142,"about_ca_system_score_gemma":0.00038962156,"threshold_uncertainty_score":0.99966127},"labels":[],"label_agreement":null},{"id":"W4393079569","doi":"10.1109/icsc59802.2024.00020","title":"Semantic Computing for Organizational Effectiveness: From Organization Theory to Practice through Semantics-Based Modelling","year":2024,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Semantics (computer science); Operational semantics; Knowledge management; Programming language","score_opus":0.013140717381632342,"score_gpt":0.266105809687919,"score_spread":0.25296509230628667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393079569","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017315337,0.00007272746,0.9761718,0.0025526613,0.0013753828,0.0007500466,0.000012216667,0.00066269096,0.0010871165],"genre_scores_gemma":[0.95384985,0.0000018092112,0.04009295,0.0041222903,0.0013806651,0.0000196656,0.00034441194,0.00009354012,0.00009482677],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99876904,0.00003917922,0.00028897563,0.0004436635,0.00026849657,0.00019061407],"domain_scores_gemma":[0.9966591,0.0018664644,0.00009930177,0.00018205433,0.0011816367,0.000011445415],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00055151264,0.00019009726,0.00017172076,0.00019951674,0.00028245273,0.0011463704,0.00017081032,0.000063459214,0.00038597055],"category_scores_gemma":[0.0015121264,0.00018404474,0.000039774983,0.0018842951,0.000018126308,0.0015041503,0.00010864957,0.000078460514,0.00044855746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011461916,0.000111007124,0.003559398,0.0006540526,0.00011874431,0.0000070697693,0.00032376585,0.61348444,0.0013400135,0.37595236,0.0038395852,0.00049494795],"study_design_scores_gemma":[0.00044174082,0.000011305742,0.00016750228,0.00038998108,0.00020688212,8.531537e-7,0.0004268961,0.9392436,0.0017972706,0.026356211,0.030628873,0.0003288999],"about_ca_topic_score_codex":0.00012642694,"about_ca_topic_score_gemma":0.000012935379,"teacher_disagreement_score":0.9365345,"about_ca_system_score_codex":0.00008021044,"about_ca_system_score_gemma":0.000094797215,"threshold_uncertainty_score":0.9998905},"labels":[],"label_agreement":null},{"id":"W4394811276","doi":"10.1177/87569728241242029","title":"The Project Management Office’s Active Participation in a Digital Transformation: A Trajectory Full of Twists and Turns","year":2024,"lang":"en","type":"article","venue":"Project Management Journal","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université Laval","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Digital transformation; Exploratory research; Process management; Transformation (genetics); Process (computing); Knowledge management; Focus (optics); Business; Perspective (graphical); Engineering; Sociology; Management; Political science; Computer science; Economics","score_opus":0.016308320049623834,"score_gpt":0.28053553037131246,"score_spread":0.2642272103216886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394811276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69387454,0.0049134404,0.015950786,0.0034200167,0.0037381242,0.009014055,0.00004726179,0.0005706406,0.26847115],"genre_scores_gemma":[0.99799323,0.0006278203,0.0001227049,0.00008179306,0.0002895442,0.00020329458,0.000015897005,0.000024777672,0.00064093777],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982989,0.000026600517,0.00061784725,0.00025332774,0.00049281406,0.00031054154],"domain_scores_gemma":[0.9993784,0.00007210896,0.00022821706,0.00015924072,0.00014985428,0.000012195089],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00063241785,0.00020769004,0.00017797938,0.0009665205,0.000121507306,0.0017107375,0.00023884894,0.000036130434,0.000028638242],"category_scores_gemma":[0.000039862975,0.0001547433,0.00008004331,0.0015422022,0.00007276074,0.002432856,0.00013207081,0.00022526756,0.000023251872],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032178424,0.0011436412,0.0045344643,0.010642982,0.001978393,0.00062178215,0.024848156,0.0011487496,0.00009520305,0.15963556,0.020892108,0.7712411],"study_design_scores_gemma":[0.003067426,0.00015488485,0.01779473,0.0014954553,0.0005117003,0.000053963908,0.018166274,0.023812134,0.000035420755,0.008169401,0.92601955,0.0007190794],"about_ca_topic_score_codex":0.000026907737,"about_ca_topic_score_gemma":0.00015711108,"teacher_disagreement_score":0.9051274,"about_ca_system_score_codex":0.00012196277,"about_ca_system_score_gemma":0.000047906957,"threshold_uncertainty_score":0.9993256},"labels":[],"label_agreement":null},{"id":"W4395465442","doi":"10.18280/isi.290218","title":"Evaluating the Performance of a Multi-Organizational E-Government Platform on Hyperledger Fabric with Fuzzy Logic-Enhanced Multi-Channel Connectivity","year":2024,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Baghdad","keywords":"Fuzzy logic; Channel (broadcasting); Government (linguistics); Computer science; Business; Computer network; Artificial intelligence","score_opus":0.03363084568663677,"score_gpt":0.26380278244587596,"score_spread":0.2301719367592392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395465442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92573315,0.00006156935,0.068065695,0.00009224971,0.00055815344,0.0007255766,0.000021764517,0.00020710146,0.004534767],"genre_scores_gemma":[0.9983971,0.000008250888,0.00070074503,0.00038355685,0.00019155694,0.00013099608,0.00006251668,0.000022232834,0.000103037826],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99840736,0.000015566406,0.0005072048,0.00017632738,0.0006809462,0.00021258059],"domain_scores_gemma":[0.9986474,0.00014120572,0.00039976256,0.00021554706,0.0005839948,0.000012097013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059538486,0.0002185434,0.00018676055,0.0001929673,0.0003753748,0.0005372714,0.00019885985,0.00006449242,0.00007636753],"category_scores_gemma":[0.00048003386,0.00014937641,0.000047154488,0.0010263157,0.00011162923,0.0042460384,0.000105536514,0.00014913933,0.00018318687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016438357,0.0006841211,0.01800705,0.007712694,0.0005775642,0.000006932276,0.019582644,0.7542673,0.008546239,0.043381784,0.0009959871,0.14459385],"study_design_scores_gemma":[0.0011328775,0.00019947895,0.015419569,0.0007685112,0.00006777559,0.000007451456,0.0025663427,0.9752156,0.0032958328,0.0004118884,0.0005668475,0.00034781176],"about_ca_topic_score_codex":0.000034350047,"about_ca_topic_score_gemma":0.000025510722,"teacher_disagreement_score":0.22094831,"about_ca_system_score_codex":0.00029585345,"about_ca_system_score_gemma":0.000087805325,"threshold_uncertainty_score":0.6091393},"labels":[],"label_agreement":null},{"id":"W4398155415","doi":"10.32873/uno.dc.jrf.18.01.28","title":"E-team","year":2014,"lang":"en","type":"article","venue":"Journal of Religion & Film","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Cape Breton University","funders":"","keywords":"Psychology; Computer science","score_opus":0.006570549984417567,"score_gpt":0.21691328134904192,"score_spread":0.21034273136462436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398155415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5606115,0.0006825859,0.036320567,0.010206977,0.0075926543,0.00025463966,0.0000013960065,0.00016302182,0.3841667],"genre_scores_gemma":[0.99320084,0.000056429697,0.00034155557,0.0026349395,0.0029503708,0.0000010518135,0.0000014619113,0.000013175939,0.00080018013],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991894,0.000009445975,0.0003459403,0.000070655326,0.00028111038,0.00010347447],"domain_scores_gemma":[0.9988607,0.000042883887,0.0005317584,0.0001197367,0.00043235577,0.00001256845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036576705,0.000079091544,0.00014806293,0.00023821284,0.00006198059,0.0002110086,0.00018787922,0.000036307945,0.0001534786],"category_scores_gemma":[0.0003751128,0.00006466156,0.000087397166,0.0002936763,0.000016618118,0.000781348,0.000047933354,0.00011813049,0.00030842397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005305664,0.00004087345,0.008320983,0.000028241206,0.000014809734,0.0000056074346,0.00001931184,0.0008116798,0.00048419752,0.010094642,0.97652483,0.0036017587],"study_design_scores_gemma":[0.00043438742,0.000024998453,0.0012470332,0.00006094521,0.00002487989,0.000012685043,0.00003186831,0.0016461834,0.00009439252,0.0038281668,0.99251294,0.00008150134],"about_ca_topic_score_codex":0.000028372406,"about_ca_topic_score_gemma":0.000010266926,"teacher_disagreement_score":0.43258935,"about_ca_system_score_codex":0.00001988903,"about_ca_system_score_gemma":0.000018967532,"threshold_uncertainty_score":0.39642692},"labels":[],"label_agreement":null},{"id":"W4398160805","doi":"10.1609/aaaiss.v3i1.31261","title":"Remote Possibilities: Where There Is a WIL, Is There a Way? AI Education for Remote Learners in a New Era of Work-Integrated-Learning","year":2024,"lang":"en","type":"article","venue":"Proceedings of the AAAI Symposium Series","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"National Science Foundation","keywords":"Bridge (graph theory); Work (physics); Diversity (politics); Knowledge management; Computer science; Distance education; Engineering management; Engineering; World Wide Web; Sociology; Pedagogy","score_opus":0.008206577704504331,"score_gpt":0.23865002970913296,"score_spread":0.23044345200462862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398160805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8856048,0.004299394,0.0002299999,0.08536245,0.001254753,0.0017949914,0.000017901175,0.000339236,0.02109649],"genre_scores_gemma":[0.96316063,0.00040670874,0.0015653762,0.001223666,0.0006228878,0.000026974738,0.0000071531304,0.000098239834,0.032888368],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984347,0.0000075240655,0.00054707995,0.0004237826,0.00031213812,0.0002747494],"domain_scores_gemma":[0.998618,0.0000657211,0.00040794842,0.0001922111,0.0006981628,0.000017978704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003582396,0.00028096864,0.00033436538,0.0002449279,0.00013998657,0.0006522286,0.00048960664,0.00012587386,0.00020356291],"category_scores_gemma":[0.00026962112,0.000215153,0.00018596613,0.0016008312,0.00012221134,0.0019542493,0.0001959275,0.00037426886,0.000016137232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035771006,0.00040559328,0.11342428,0.026164293,0.0006908373,0.0000023531604,0.08816004,0.00053011655,0.044417337,0.05173042,0.5422404,0.12865724],"study_design_scores_gemma":[0.0013789837,0.00024091413,0.0017298233,0.021779519,0.0004176296,0.000010906907,0.07214911,0.012373607,0.01682125,0.05519102,0.8167268,0.001180451],"about_ca_topic_score_codex":0.0019563506,"about_ca_topic_score_gemma":0.00017328288,"teacher_disagreement_score":0.2744864,"about_ca_system_score_codex":0.00010441944,"about_ca_system_score_gemma":0.00034623756,"threshold_uncertainty_score":0.8773685},"labels":[],"label_agreement":null},{"id":"W4398239867","doi":"10.33495/jerr_v11i7.23.119","title":"The Inspiration of the International Student Management Service Mechanism of the University of Alberta to Universities in China - Taking China University of Geosciences (Beijing) as an example","year":2023,"lang":"en","type":"article","venue":"Journal of Educational Research and Reviews","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Beijing; China; Graduation (instrument); Service (business); Quality (philosophy); Service science, management and engineering; Public relations; Higher education; Political science; Engineering management; Business; Engineering; Marketing; Service design; Service delivery framework","score_opus":0.06835800364804856,"score_gpt":0.3417704395056804,"score_spread":0.27341243585763186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398239867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98627406,0.00014183178,0.000028532819,0.009839184,0.00022920735,0.00028030714,0.0000029598937,5.8426645e-7,0.0032033543],"genre_scores_gemma":[0.99740636,0.0010119592,0.000057744677,0.000044964298,0.00005307647,3.194176e-7,0.000001995685,0.000002078522,0.0014214846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99891186,0.000098127864,0.00024140159,0.00008442473,0.0005829569,0.000081228434],"domain_scores_gemma":[0.9985017,0.00018931297,0.0006021977,0.00014535582,0.00054814026,0.000013277543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016953886,0.000046486886,0.000119272394,0.00026479494,0.0002666504,0.000033088832,0.0008086233,0.000014472569,0.00014199063],"category_scores_gemma":[0.00021574911,0.000028863695,0.00004787024,0.0013024474,0.00012921577,0.00039276897,0.00045049388,0.00009429394,0.0000029929458],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059733086,0.0011370605,0.2589635,0.0014669852,0.0002573287,0.0000036231938,0.031519074,0.003603244,0.0030831243,0.6764234,0.012513126,0.010432263],"study_design_scores_gemma":[0.00038786465,0.000063928856,0.8519378,0.0008606543,0.00003316187,0.0000012136245,0.04257562,0.00051712024,0.00007144967,0.004529323,0.09895797,0.000063947606],"about_ca_topic_score_codex":0.005273715,"about_ca_topic_score_gemma":0.0059142425,"teacher_disagreement_score":0.671894,"about_ca_system_score_codex":0.000073080446,"about_ca_system_score_gemma":0.00022402393,"threshold_uncertainty_score":0.79723144},"labels":[],"label_agreement":null},{"id":"W4399029019","doi":"10.32702/2306-6814.2024.10.82","title":"ОСОБЛИВОСТІ РОЗВИТКУ ТА ПРИНЦИПИ ФУНКЦІОНУВАННЯ ІННОВАЦІЙНОЇ ЕКОСИСТЕМИ","year":2024,"lang":"uk","type":"article","venue":"Investytsiyi praktyka ta dosvid","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Alberta Paraplegic Foundation","funders":"","keywords":"Computer science","score_opus":0.016181791190015036,"score_gpt":0.24586411238023115,"score_spread":0.22968232119021612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399029019","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09339133,0.06416559,0.005249495,0.08028305,0.06288031,0.006428094,0.0008329183,0.00803562,0.6787336],"genre_scores_gemma":[0.9251417,0.00089439476,0.0006604153,0.01264472,0.015325981,0.00036868348,0.0006216382,0.0005720554,0.043770395],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913669,0.00020867077,0.0021047061,0.0025158832,0.001864758,0.0019390836],"domain_scores_gemma":[0.9954068,0.0006021596,0.0007727973,0.002118081,0.00088693714,0.0002132328],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0015966096,0.0016357976,0.0012325587,0.0019325226,0.0009558693,0.00975569,0.001936265,0.0007981834,0.012423823],"category_scores_gemma":[0.0012201745,0.001690356,0.00071653543,0.005359938,0.0007862181,0.006880745,0.0016413039,0.0016215212,0.041703857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019364648,0.00051809376,0.0075001186,0.003944994,0.00082192017,0.0010176188,0.001067905,0.00025199508,0.0018350988,0.1964502,0.7665555,0.019842934],"study_design_scores_gemma":[0.0011259537,0.000088547786,0.0010687849,0.0020083254,0.0007216782,0.000042600856,0.0007374524,0.010510408,0.00038885392,0.016159201,0.9652183,0.0019298899],"about_ca_topic_score_codex":0.0013576326,"about_ca_topic_score_gemma":0.0010233195,"teacher_disagreement_score":0.8317504,"about_ca_system_score_codex":0.00053229654,"about_ca_system_score_gemma":0.0015958094,"threshold_uncertainty_score":0.9996389},"labels":[],"label_agreement":null},{"id":"W4399308212","doi":"","title":"Exploring the Perceived Value of an Open Digital Badge for Virtual Collaboration","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Value (mathematics); Computer science","score_opus":0.29307598836663556,"score_gpt":0.49998887093738525,"score_spread":0.2069128825707497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399308212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885569,0.0004915942,0.0014595924,0.0006856157,0.001401006,0.0011204593,0.00010536766,0.000036835052,0.006142615],"genre_scores_gemma":[0.99743366,0.0003680765,0.00020004097,0.0005429252,0.0007481212,0.00016106709,0.00011410062,0.000057656285,0.00037433178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777275,0.000085597676,0.00086197327,0.00042014258,0.00060107856,0.00025844673],"domain_scores_gemma":[0.9962066,0.00035882185,0.0009988513,0.0005553639,0.0018377213,0.000042683314],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0010018409,0.00025302815,0.00054587977,0.00042789805,0.0004673381,0.010577035,0.0029327574,0.00005071743,0.0021515435],"category_scores_gemma":[0.0013080394,0.00021428522,0.00011296546,0.0020483937,0.00009497569,0.024726646,0.0018996132,0.00015953605,0.000013381429],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030050348,0.002794924,0.33951008,0.00087866565,0.0011572588,0.00008379178,0.0030742944,0.017935973,0.31971058,0.029933052,0.15393312,0.1279832],"study_design_scores_gemma":[0.0032161656,0.000044054614,0.78220755,0.001015562,0.0003654041,0.0000080958425,0.010478474,0.0054920204,0.026898636,0.012853639,0.15623058,0.0011898106],"about_ca_topic_score_codex":0.00037072733,"about_ca_topic_score_gemma":0.00024754548,"teacher_disagreement_score":0.44269747,"about_ca_system_score_codex":0.0000701835,"about_ca_system_score_gemma":0.0002583177,"threshold_uncertainty_score":0.99876064},"labels":[],"label_agreement":null},{"id":"W4399382531","doi":"10.53555/sfs.v10i4.2759","title":"Exploring the Change Management Practices in Determining Employee Performance in the IT Industry","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Knowledge management; Change management (ITSM); Process management; Computer science; Marketing; Lean manufacturing","score_opus":0.5905003597994026,"score_gpt":0.3424534437405749,"score_spread":0.24804691605882773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399382531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894025,0.0000264323,0.000001320114,0.0059701484,0.00081184536,0.00015876234,4.5662793e-7,0.000008716324,0.0036198595],"genre_scores_gemma":[0.9984983,0.0002730369,0.00002370649,0.00080844754,0.00030117386,0.00005459682,6.1643516e-7,0.000005409779,0.00003469108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984486,0.00013738684,0.00047385847,0.00013581847,0.00055825635,0.00024608945],"domain_scores_gemma":[0.9985889,0.0005785421,0.00062291167,0.00012062953,0.000083472114,0.000005540164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009520216,0.0000966136,0.00013888451,0.00066817534,0.00019287935,0.00071150693,0.00083350553,0.000029065252,0.000025900566],"category_scores_gemma":[0.000999792,0.000057829107,0.00002146467,0.004564278,0.0001460645,0.0061097797,0.00018875017,0.0003844807,0.000010321799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021154417,0.000017307091,0.992634,0.000029540583,0.0000024916521,0.00004312009,0.0016572629,0.00070663216,0.0000011964092,0.000028422184,0.00072579907,0.004133062],"study_design_scores_gemma":[0.00015983726,0.000020084886,0.97541267,0.0001960081,0.0000030966219,0.000003372801,0.01629836,0.00042063917,0.000001989712,0.000052757612,0.007358849,0.00007231521],"about_ca_topic_score_codex":0.000648503,"about_ca_topic_score_gemma":0.007683508,"teacher_disagreement_score":0.017221322,"about_ca_system_score_codex":0.000037189802,"about_ca_system_score_gemma":0.000034031633,"threshold_uncertainty_score":0.6861078},"labels":[],"label_agreement":null},{"id":"W4399685868","doi":"10.5267/j.jpm.2024.6.001","title":"The linkage between leadership style of project manager and project performance: Evidence from telecommunication industry","year":2024,"lang":"en","type":"article","venue":"Journal of Project Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Linkage (software); Business; Telecommunications; Management; Engineering; Economics","score_opus":0.09760589942710861,"score_gpt":0.3184215623248579,"score_spread":0.2208156628977493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399685868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9620984,0.011784818,0.001885133,0.006160523,0.0014460512,0.00314057,0.000014200825,0.00018388036,0.013286404],"genre_scores_gemma":[0.993869,0.0024398009,0.00095873117,0.0001580798,0.0011109955,0.000056335528,0.000008742808,0.00003479401,0.0013635141],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997905,0.000088623165,0.0008426055,0.00025693368,0.0006384443,0.00026840006],"domain_scores_gemma":[0.9981508,0.00037197547,0.0007339022,0.00044476253,0.00028747326,0.0000110642695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018999133,0.00022561877,0.00029744508,0.00084991317,0.00024318097,0.00093462237,0.0007369492,0.00011839362,0.00002595519],"category_scores_gemma":[0.000184918,0.00015736489,0.000107347485,0.001416435,0.00012334282,0.002084237,0.00049040996,0.0006718578,0.000015545307],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008930144,0.00041714043,0.18875161,0.012744248,0.003095203,0.00017135462,0.0059790434,0.0004101886,0.0005992656,0.0040163887,0.21589543,0.5670271],"study_design_scores_gemma":[0.002123109,0.00042037253,0.1370899,0.01237278,0.002102848,0.000019719255,0.033126973,0.0123980865,0.0006957562,0.0008828969,0.79772425,0.0010433405],"about_ca_topic_score_codex":0.0002586193,"about_ca_topic_score_gemma":0.00004125106,"teacher_disagreement_score":0.5818288,"about_ca_system_score_codex":0.0001064439,"about_ca_system_score_gemma":0.00012613951,"threshold_uncertainty_score":0.9012585},"labels":[],"label_agreement":null},{"id":"W4399845690","doi":"10.59876/a-2tbe-w35k","title":"Contextualizing decision-making in international business through scenario-based method","year":2024,"lang":"en","type":"article","venue":"Management international","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Management science; Business; Process management; Economics","score_opus":0.01981304356834065,"score_gpt":0.3229269604850752,"score_spread":0.30311391691673456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399845690","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00283727,0.00014436006,0.7399698,0.0069650616,0.009806012,0.00042307694,0.000017132621,0.00041892048,0.2394184],"genre_scores_gemma":[0.96099186,0.000027581435,0.031289592,0.004975236,0.0015072298,0.00013879492,0.0001517106,0.00005588713,0.00086213654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976716,0.000014834867,0.00059021416,0.00060770527,0.0008437416,0.0002718832],"domain_scores_gemma":[0.998969,0.00026767357,0.00015054648,0.000251864,0.00035189526,0.000009026616],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005857374,0.0002584516,0.00018918318,0.0013226965,0.00009817645,0.0017806275,0.000821867,0.00006407009,0.0026650587],"category_scores_gemma":[0.00026259257,0.0002644768,0.0001039295,0.0014367134,0.00003833081,0.0022607266,0.0005125434,0.00017961855,0.0006981823],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003782674,0.00040970655,0.026790693,0.00046062385,0.0004681423,0.0008509157,0.00030701913,0.054638077,0.00007132161,0.6032986,0.07678037,0.23554623],"study_design_scores_gemma":[0.00088250055,0.0000030642307,0.008786152,0.0014275903,0.000040051025,0.000003991137,0.0005381131,0.22602415,0.000010311457,0.019682778,0.7422376,0.0003636445],"about_ca_topic_score_codex":0.0001666854,"about_ca_topic_score_gemma":0.00019983469,"teacher_disagreement_score":0.95815456,"about_ca_system_score_codex":0.00032219608,"about_ca_system_score_gemma":0.000034238696,"threshold_uncertainty_score":0.99998075},"labels":[],"label_agreement":null},{"id":"W4399985606","doi":"","title":"How to understand the organization of remote work with a processual approach focusedon communication: the contribution of the CCO approach","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Work (physics); Computer science; Knowledge management; Human–computer interaction; Data science; Engineering","score_opus":0.012608714686498688,"score_gpt":0.19493506796278015,"score_spread":0.18232635327628147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399985606","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21951905,0.00025184048,0.6456632,0.1086071,0.0001242074,0.0022960866,0.000014116767,0.00027947297,0.023244925],"genre_scores_gemma":[0.99512905,0.000029450608,0.0031686837,0.00018469414,0.00003009412,0.000026415159,0.00013216188,0.00002657398,0.0012728687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99803185,0.00071962207,0.00030640466,0.00025559493,0.0005051192,0.0001813854],"domain_scores_gemma":[0.99399734,0.00055548706,0.0005899799,0.0014592254,0.0033827692,0.000015227499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029591536,0.00015064077,0.00017434065,0.00012118477,0.0007024144,0.0004812119,0.0012968354,0.000060954564,0.000011406553],"category_scores_gemma":[0.001985666,0.00008728984,0.000052786847,0.005189535,0.00033256656,0.00036591897,0.0006046732,0.00017372552,0.0000065417407],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016177546,0.0008937647,0.062637545,0.00048292545,0.00025480593,4.4683264e-7,0.031993173,0.00471346,0.0018195382,0.8618639,0.015362019,0.019816622],"study_design_scores_gemma":[0.010929495,0.000008420736,0.29728723,0.0077900616,0.0013715813,0.000029999943,0.10309421,0.2556735,0.09113482,0.025906548,0.20366824,0.0031059037],"about_ca_topic_score_codex":0.00022925054,"about_ca_topic_score_gemma":0.0004903367,"teacher_disagreement_score":0.8359574,"about_ca_system_score_codex":0.00004715724,"about_ca_system_score_gemma":0.00011424188,"threshold_uncertainty_score":0.5402475},"labels":[],"label_agreement":null},{"id":"W4399986584","doi":"10.48550/arxiv.2406.14662","title":"Advantage Alignment Algorithms","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institute for Advanced Research","keywords":"Computer science; Algorithm","score_opus":0.045451028129006324,"score_gpt":0.19059349349555996,"score_spread":0.14514246536655362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399986584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5102543,0.0009535397,0.09008015,0.0020871123,0.019433191,0.0025300826,0.00023765025,0.0033374957,0.37108648],"genre_scores_gemma":[0.9886252,0.00008871078,0.00008794028,0.0005159108,0.0014264255,0.000004071395,0.00010599011,0.00005841073,0.009087338],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983439,0.000015448435,0.00023936419,0.00095450034,0.00013819686,0.00030857784],"domain_scores_gemma":[0.99882597,0.000033474917,0.00024405455,0.0006739918,0.00019545603,0.000027040107],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017744461,0.00037210356,0.00029591168,0.0005211003,0.00013108055,0.0005127455,0.0006426952,0.00020457749,0.00074824673],"category_scores_gemma":[0.000033755514,0.00042736524,0.0002106954,0.00082097366,0.000077349316,0.00043903198,0.0031448784,0.00049422396,0.002854453],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001375242,0.00032695287,0.009601655,0.0020186903,0.00054360606,0.002346237,0.00013959,0.23976615,0.00009665195,0.6742526,0.0680884,0.0026819208],"study_design_scores_gemma":[0.0010430671,0.000018808872,0.00049670984,0.00076370407,0.0009459866,0.0000031375348,0.0012767718,0.44227454,0.000087200286,0.28602457,0.26532128,0.0017442292],"about_ca_topic_score_codex":0.00024561185,"about_ca_topic_score_gemma":0.000092271715,"teacher_disagreement_score":0.4783709,"about_ca_system_score_codex":0.00024345622,"about_ca_system_score_gemma":0.000085083724,"threshold_uncertainty_score":0.9998178},"labels":[],"label_agreement":null},{"id":"W4400096253","doi":"10.1007/978-3-031-62578-7_10","title":"How to Support Knowledge Exchange in a Multi-division Manufacturing Firm Using a Prototype Platform?","year":2024,"lang":"en","type":"book-chapter","venue":"IFIP advances in information and communication technology","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Division (mathematics); Knowledge management; Business; Manufacturing engineering; Division of labour; Computer science; Process management; Industrial engineering; Engineering; Economics; Arithmetic; Mathematics","score_opus":0.03014756402407823,"score_gpt":0.29100275300787903,"score_spread":0.2608551889838008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400096253","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015618459,0.040703174,0.025453407,0.010214599,0.0023770118,0.014233755,0.000110586836,0.002602698,0.8886863],"genre_scores_gemma":[0.9509045,0.009548982,0.0074216006,0.0012444712,0.0001709177,0.0016026541,0.0006253997,0.00013991812,0.028341575],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987704,0.0000046725977,0.0006329083,0.000229339,0.00015456861,0.00020810589],"domain_scores_gemma":[0.99880046,0.000037459413,0.0004097953,0.0005696525,0.00016929542,0.000013346745],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026399078,0.00028460153,0.00030929034,0.0029912945,0.0001180156,0.0003958324,0.0005027008,0.00034994198,0.00007780103],"category_scores_gemma":[0.000087314664,0.00029911345,0.000034669843,0.00045034147,0.000099973266,0.003910654,0.00093340816,0.0005332327,0.00022470849],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010081939,0.000060546587,0.0008146312,0.0018711728,0.000023105622,0.000006108204,0.0012056855,0.0004428423,0.0000098586115,0.40252134,0.00038004704,0.59256387],"study_design_scores_gemma":[0.0004910654,0.000027335913,0.000050793107,0.00088032905,0.000011373013,0.000003368845,0.0006088473,0.0042036935,0.000035962647,0.030152397,0.96320647,0.00032838515],"about_ca_topic_score_codex":0.000028312697,"about_ca_topic_score_gemma":0.0012990659,"teacher_disagreement_score":0.9628264,"about_ca_system_score_codex":0.00020559167,"about_ca_system_score_gemma":0.000036988597,"threshold_uncertainty_score":0.9999461},"labels":[],"label_agreement":null},{"id":"W4400161906","doi":"10.69732/caqs1514","title":"US-Quebec French Telecollaboration Project","year":2019,"lang":"en","type":"article","venue":"The FLTmag.","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.008329844177468015,"score_gpt":0.22067672712366804,"score_spread":0.21234688294620002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400161906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82480615,0.00012426787,0.0012272896,0.0025775838,0.0029214812,0.0019511133,0.000011106177,0.0004594248,0.16592158],"genre_scores_gemma":[0.97686875,0.0000035304545,0.00008726963,0.0023246636,0.0013189447,0.000094202165,0.00005345595,0.00003193252,0.019217229],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988147,0.000020774969,0.00027465617,0.00029943185,0.00033569863,0.00025471064],"domain_scores_gemma":[0.99887043,0.000054650744,0.0002154463,0.00047055967,0.00038145002,0.000007436158],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027209052,0.00017946825,0.00015834848,0.00020519266,0.0001960872,0.0007495409,0.00034790725,0.000066486595,0.0012531518],"category_scores_gemma":[0.00005791575,0.0001369473,0.00005459436,0.001407961,0.000040396797,0.0011413249,0.0001426242,0.00013249635,0.0044163135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009462723,0.00024682612,0.2800465,0.00028714797,0.00009701662,0.000011379952,0.0005027678,0.0012299602,0.003753048,0.016948272,0.6787747,0.018007759],"study_design_scores_gemma":[0.0004892651,0.000012369594,0.031544924,0.000025836882,0.000030883013,9.652891e-7,0.0002711008,0.0052901297,0.00006325717,0.00047613244,0.9615417,0.00025344337],"about_ca_topic_score_codex":0.005618943,"about_ca_topic_score_gemma":0.022625603,"teacher_disagreement_score":0.282767,"about_ca_system_score_codex":0.00007358273,"about_ca_system_score_gemma":0.00014026795,"threshold_uncertainty_score":0.99965984},"labels":[],"label_agreement":null},{"id":"W4400441664","doi":"10.5465/amproc.2024.19913symposium","title":"Technologies and Their Stakeholders in HRM: Insights Derived From Worker-Centered Experiences","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Knowledge management; Computer science","score_opus":0.04130740125385244,"score_gpt":0.2476030000872486,"score_spread":0.20629559883339615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400441664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854992,0.0025528525,0.00015180362,0.002916552,0.00018130899,0.00046361182,0.0000017117627,0.00050696457,0.0077259946],"genre_scores_gemma":[0.9984374,0.0005430454,0.00021976048,0.0003814566,0.00010958505,0.00016930836,0.000004199447,0.000021949894,0.0001132637],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99869204,0.0000024562448,0.00037112314,0.00048379946,0.00022091833,0.00022964517],"domain_scores_gemma":[0.9997165,0.000036030306,0.00014306665,0.00006252969,0.000033654884,0.000008215846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015418252,0.00022240049,0.00022441086,0.0007487093,0.000072384944,0.0004747954,0.0003947785,0.00010707756,0.000051577816],"category_scores_gemma":[0.0000403895,0.00018493884,0.000037399273,0.0011670354,0.00016878599,0.0020088363,0.0005057399,0.0001880578,0.000015703768],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003943451,0.00039564248,0.06019125,0.0043663206,0.0007500756,0.000046384062,0.030194722,0.000045948967,0.014609316,0.2215028,0.05039047,0.6171127],"study_design_scores_gemma":[0.0017641997,0.00003284925,0.027065353,0.0033430846,0.00013568357,0.0000013426423,0.5162094,0.007346715,0.012632249,0.058621306,0.3717711,0.0010766648],"about_ca_topic_score_codex":0.000035667457,"about_ca_topic_score_gemma":0.000008598387,"teacher_disagreement_score":0.61603606,"about_ca_system_score_codex":0.0000312257,"about_ca_system_score_gemma":0.000003911967,"threshold_uncertainty_score":0.7541587},"labels":[],"label_agreement":null},{"id":"W4400785496","doi":"10.54254/2754-1169/6/2022192","title":"Analysis of the Development Strategy of SMIC","year":2023,"lang":"en","type":"article","venue":"Advances in Economics Management and Political Sciences","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology","score_opus":0.01731027223272497,"score_gpt":0.27007239352407303,"score_spread":0.25276212129134806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400785496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9223215,0.00007078977,0.00006178406,0.00031007975,0.00016096346,0.000111137066,0.0000024871658,0.000012169572,0.07694909],"genre_scores_gemma":[0.99946284,0.0001324789,0.000098273464,0.00013941705,0.000023177576,0.000008728464,0.0000026038113,0.000002131189,0.00013036546],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992405,0.0000058289775,0.00030472007,0.00016559492,0.00009106074,0.0001922887],"domain_scores_gemma":[0.9996756,0.00006877008,0.00013076222,0.00009694121,0.000020609134,0.000007333406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033590093,0.00006352738,0.00014507183,0.00048732347,0.00007616107,0.00005419604,0.00025812752,0.000012802554,0.000029428642],"category_scores_gemma":[0.000023212899,0.000047880138,0.000033487122,0.0017936021,0.00027969177,0.00053432875,0.00023361099,0.000022369672,0.0000054292577],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026801654,0.000013015691,0.34515744,0.000045917433,0.000029932917,1.4685105e-7,0.000020430289,0.015538776,0.0000010714787,0.62984675,0.000011421982,0.009332401],"study_design_scores_gemma":[0.00023475493,0.000007905255,0.86179256,0.000041183946,0.00013317875,4.7612623e-8,0.0023301702,0.037044514,0.000077834586,0.07175533,0.026409093,0.00017344773],"about_ca_topic_score_codex":0.000042374653,"about_ca_topic_score_gemma":0.000671703,"teacher_disagreement_score":0.55809146,"about_ca_system_score_codex":0.00001714554,"about_ca_system_score_gemma":0.00001419439,"threshold_uncertainty_score":0.19524953},"labels":[],"label_agreement":null},{"id":"W4401159728","doi":"","title":"Université de Sherbooke &amp; C2MI Integrated Innovation Chain as a workforce generator.","year":2022,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MiQro Innovation Collaborative Centre; Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Workforce; Business; Generator (circuit theory); Computer science; Chain (unit); Supply chain; Manufacturing engineering; Engineering; Physics; Economics; Marketing; Power (physics)","score_opus":0.012186530652756057,"score_gpt":0.20514775158101628,"score_spread":0.19296122092826024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401159728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7411031,0.00021116271,0.05765192,0.011564285,0.00026034465,0.00038967314,0.000018921004,0.00043687687,0.1883637],"genre_scores_gemma":[0.9366005,0.000023728975,0.0027721918,0.0016709456,0.000066598244,0.00007695558,0.000669455,0.00003970757,0.058079924],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980675,0.0006432126,0.0003137925,0.00035757915,0.00036336904,0.00025452988],"domain_scores_gemma":[0.99715,0.00022123166,0.0003552316,0.00067716744,0.0015725003,0.000023874034],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025681714,0.00016850178,0.00014231558,0.000415015,0.001005383,0.00036657226,0.000613844,0.000053529806,0.0023363098],"category_scores_gemma":[0.00086563407,0.00020039154,0.000057255722,0.002620075,0.00007554504,0.00041035225,0.0008371721,0.00023586945,0.00016578565],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010415633,0.00050488726,0.03000744,0.00005642195,0.0000592475,0.000013457112,0.0044831387,0.0016707366,0.024444968,0.8561043,0.053549066,0.029002193],"study_design_scores_gemma":[0.000644381,2.5140847e-7,0.0013352742,0.00010713905,0.000022817354,0.0000067380856,0.0005946597,0.01447674,0.004931954,0.0020412956,0.9755417,0.00029701018],"about_ca_topic_score_codex":0.0013749063,"about_ca_topic_score_gemma":0.0022047176,"teacher_disagreement_score":0.92199266,"about_ca_system_score_codex":0.00041853197,"about_ca_system_score_gemma":0.00015451729,"threshold_uncertainty_score":0.9985757},"labels":[],"label_agreement":null},{"id":"W4402665135","doi":"10.1504/ijkms.2024.10066684","title":"Knowledge management through the lens of business process management: a bibliometric analysis","year":2024,"lang":"en","type":"article","venue":"International Journal of Knowledge Management Studies","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Knowledge management; Process (computing); Business process management; Business; Data management; Process management; Computer science; Business process; Work in process; Marketing; Data mining","score_opus":0.04395351841320131,"score_gpt":0.3510888236325045,"score_spread":0.30713530521930316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402665135","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012884394,0.055320535,0.030418143,0.0054466557,0.014330658,0.001401939,0.000028393708,0.00027340197,0.87989587],"genre_scores_gemma":[0.9844724,0.008570093,0.00045179273,0.0002862285,0.0015484903,0.00009691995,0.000015894853,0.000048850274,0.0045093284],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99640936,0.000048325594,0.0014044183,0.00047463924,0.0013097054,0.0003535813],"domain_scores_gemma":[0.994672,0.00024133937,0.0008678061,0.00040254992,0.0037984324,0.000017844219],"candidate_categories":["metaepi_narrow","bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0011256739,0.000423065,0.00065442733,0.044145092,0.00023286363,0.0007243325,0.0017784806,0.00005060179,0.00014827937],"category_scores_gemma":[0.00012158562,0.000301757,0.0004973727,0.09237607,0.00023909145,0.0021652153,0.0014210151,0.00021919906,0.00022653294],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039017372,0.0017815845,0.007365254,0.009995223,0.09007632,0.0008395922,0.0039222385,0.0060049063,0.00000980506,0.63229764,0.100598484,0.14671879],"study_design_scores_gemma":[0.0022493645,0.000048794143,0.038004175,0.0030052178,0.012371619,0.000018471059,0.02174588,0.002543643,0.000040036142,0.020825135,0.8983579,0.00078975584],"about_ca_topic_score_codex":0.000008606536,"about_ca_topic_score_gemma":0.000046411173,"teacher_disagreement_score":0.971588,"about_ca_system_score_codex":0.00023281116,"about_ca_system_score_gemma":0.000029469818,"threshold_uncertainty_score":0.99994344},"labels":[],"label_agreement":null},{"id":"W4402771677","doi":"10.1504/ijkms.2024.141563","title":"Knowledge management through the lens of business process management: a bibliometric analysis","year":2024,"lang":"en","type":"article","venue":"International Journal of Knowledge Management Studies","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Knowledge management; Process (computing); Business; Business process management; Process management; Computer science; Business process; Marketing; Work in process","score_opus":0.04395351841320131,"score_gpt":0.3510888236325045,"score_spread":0.30713530521930316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402771677","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012884394,0.055320535,0.030418143,0.0054466557,0.014330658,0.001401939,0.000028393708,0.00027340197,0.87989587],"genre_scores_gemma":[0.9844724,0.008570093,0.00045179273,0.0002862285,0.0015484903,0.00009691995,0.000015894853,0.000048850274,0.0045093284],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99640936,0.000048325594,0.0014044183,0.00047463924,0.0013097054,0.0003535813],"domain_scores_gemma":[0.994672,0.00024133937,0.0008678061,0.00040254992,0.0037984324,0.000017844219],"candidate_categories":["metaepi_narrow","bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0011256739,0.000423065,0.00065442733,0.044145092,0.00023286363,0.0007243325,0.0017784806,0.00005060179,0.00014827937],"category_scores_gemma":[0.00012158562,0.000301757,0.0004973727,0.09237607,0.00023909145,0.0021652153,0.0014210151,0.00021919906,0.00022653294],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039017372,0.0017815845,0.007365254,0.009995223,0.09007632,0.0008395922,0.0039222385,0.0060049063,0.00000980506,0.63229764,0.100598484,0.14671879],"study_design_scores_gemma":[0.0022493645,0.000048794143,0.038004175,0.0030052178,0.012371619,0.000018471059,0.02174588,0.002543643,0.000040036142,0.020825135,0.8983579,0.00078975584],"about_ca_topic_score_codex":0.000008606536,"about_ca_topic_score_gemma":0.000046411173,"teacher_disagreement_score":0.971588,"about_ca_system_score_codex":0.00023281116,"about_ca_system_score_gemma":0.000029469818,"threshold_uncertainty_score":0.99994344},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4403055522","doi":"10.2139/ssrn.4975127","title":"Exploring the Benefits and Costs of Open Innovation by Using a Stochastic Multi-Criteria Hierarchical Clustering Approach: The Case of University-Industry Research Collaboration","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cluster analysis; Open innovation; Business; Industrial organization; Knowledge management; Computer science; Artificial intelligence","score_opus":0.13577169181557033,"score_gpt":0.35285207690911125,"score_spread":0.2170803850935409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403055522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97119117,0.0010263366,0.02477919,0.0013499368,0.00044882303,0.0009725956,0.000035416404,0.000016675487,0.00017985357],"genre_scores_gemma":[0.99901056,0.00020706879,0.00016569748,0.000026094665,0.00043757775,0.000018342194,0.000022517535,0.00003344765,0.00007868886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99790007,0.00028542202,0.0004964798,0.00032157,0.0003554384,0.0006410089],"domain_scores_gemma":[0.99781543,0.00022484643,0.0005296761,0.00028805743,0.001129339,0.00001264122],"candidate_categories":["scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0064845737,0.0001945108,0.00025690848,0.0007096434,0.00061722007,0.0010691632,0.0007256788,0.00015149979,0.000005417829],"category_scores_gemma":[0.00047780894,0.00014769964,0.00003945374,0.002247502,0.00018751896,0.0008448314,0.0028449688,0.0041343626,7.6178776e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022143817,0.0005789239,0.0006196706,0.0016475391,0.0014475307,0.00010607894,0.0053558815,0.15664072,0.0048194933,0.6703679,0.0011333257,0.15506858],"study_design_scores_gemma":[0.0023011384,0.000116939205,0.000115995674,0.0029345579,0.00058283826,0.0008485778,0.12151934,0.8355682,0.00014033532,0.034615338,0.0005194705,0.0007373024],"about_ca_topic_score_codex":0.0018242449,"about_ca_topic_score_gemma":0.0021644826,"teacher_disagreement_score":0.6789274,"about_ca_system_score_codex":0.00076326425,"about_ca_system_score_gemma":0.0014472726,"threshold_uncertainty_score":0.9999678},"labels":[],"label_agreement":null},{"id":"W4403904398","doi":"10.1016/j.algal.2024.103779","title":"Reinvigorating algal cultivation for biomass production with digital twin technology - a smart sustainable infrastructure","year":2024,"lang":"en","type":"article","venue":"Algal Research","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus","funders":"","keywords":"Production (economics); Biomass (ecology); Business; Sustainable production; Natural resource economics; Environmental science; Ecology; Economics; Biology","score_opus":0.020818515072440057,"score_gpt":0.30988180248779357,"score_spread":0.28906328741535353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403904398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8963898,0.0005380106,0.032268204,0.030223608,0.001189534,0.0054229703,0.000028647424,0.0017580471,0.032181185],"genre_scores_gemma":[0.9934937,0.0000019838762,0.0004116042,0.00003812314,0.0011636727,0.00043130387,0.0001297634,0.000045225413,0.004284669],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822164,0.0000130485105,0.00021885059,0.00048929855,0.0005428009,0.00051437394],"domain_scores_gemma":[0.9979722,0.00011304396,0.00006043544,0.00024624422,0.0015939628,0.000014100226],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006931735,0.0001473136,0.00012378996,0.001189308,0.00045999218,0.0019445462,0.00021852569,0.00010773235,0.00006548277],"category_scores_gemma":[0.0017662649,0.00012127758,0.00003107611,0.003968892,0.00016183972,0.0026329441,0.00023442402,0.0003137607,0.00008563454],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011384634,0.00023243416,0.07162354,0.0053341403,0.00030024874,0.00021863042,0.00066615536,0.00090248726,0.031122366,0.45666,0.3190633,0.11273823],"study_design_scores_gemma":[0.00074099854,0.00021394355,0.0019341002,0.0004577062,0.000033034878,0.000018068144,0.0070098722,0.017178958,0.00691031,0.04062583,0.924391,0.00048623048],"about_ca_topic_score_codex":0.00011097851,"about_ca_topic_score_gemma":0.000040634142,"teacher_disagreement_score":0.60532767,"about_ca_system_score_codex":0.00018731457,"about_ca_system_score_gemma":0.00020519266,"threshold_uncertainty_score":0.9990915},"labels":[],"label_agreement":null},{"id":"W4404469477","doi":"10.1109/jiot.2024.3502006","title":"Goal-Driven Trusted Collaborator Selection and Task Offloading in Dynamic Collaborative Systems","year":2024,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Task (project management); Selection (genetic algorithm); Trusted Computing; Embedded system; Human–computer interaction; Distributed computing; Computer network; Operating system; Artificial intelligence","score_opus":0.005728003501604678,"score_gpt":0.23607523492439272,"score_spread":0.23034723142278804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404469477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98422796,0.0015767238,0.006865299,0.00052229647,0.004721814,0.00038902264,0.000010337859,0.00012671483,0.0015598556],"genre_scores_gemma":[0.9984879,0.00006984169,0.00021645875,0.00013883787,0.00052347046,0.000016948157,0.000004307146,0.000035046087,0.0005071911],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984709,0.00004726521,0.00065419584,0.00026724857,0.00033676828,0.00022360496],"domain_scores_gemma":[0.99869406,0.00009398143,0.00041821782,0.00007950125,0.00068930874,0.000024950235],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00055503007,0.00020321466,0.00031588454,0.0009298861,0.000081983504,0.0016103872,0.00020588604,0.00010173714,0.00007062549],"category_scores_gemma":[0.0001835202,0.00018957982,0.00004800883,0.0017640078,0.00005214179,0.0025993781,0.00006323971,0.00039985386,0.00003223722],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002761217,0.0008696349,0.16848005,0.00801827,0.0025317434,0.0014538221,0.03326954,0.057589225,0.44185567,0.032738965,0.22960784,0.020824034],"study_design_scores_gemma":[0.0012896074,0.000103637474,0.0013085735,0.0033409651,0.00012769547,0.00017048865,0.0033127523,0.9487261,0.0010802896,0.0005754604,0.039493,0.0004714246],"about_ca_topic_score_codex":0.00025275705,"about_ca_topic_score_gemma":0.00020991817,"teacher_disagreement_score":0.8911369,"about_ca_system_score_codex":0.0002738177,"about_ca_system_score_gemma":0.00013324308,"threshold_uncertainty_score":0.999426},"labels":[],"label_agreement":null},{"id":"W4404878890","doi":"10.5539/ijbm.v19n6p321","title":"Efficiency of Information Systems: Influence on Collective Intelligence and Organizational Agility","year":2024,"lang":"en","type":"article","venue":"International Journal of Business and Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Knowledge management; Collective intelligence; Business; Psychology; Computer science","score_opus":0.007462728694927683,"score_gpt":0.22854766672817003,"score_spread":0.22108493803324236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404878890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61690617,0.0014679787,0.3453047,0.0046481295,0.0072256266,0.0008946978,0.000039858493,0.000092663366,0.023420172],"genre_scores_gemma":[0.99899024,0.000346426,0.00012979894,0.00025214587,0.00020654137,0.000004945279,0.0000062017825,0.0000053138856,0.00005837952],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99893457,0.0000070193782,0.0004429515,0.00009569154,0.0004577,0.0000620468],"domain_scores_gemma":[0.99791616,0.00005722651,0.0002963654,0.000054624317,0.0016661842,0.000009450457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028941687,0.000090436864,0.00011812204,0.00068107096,0.000045811317,0.00052264513,0.00017208832,0.000022070048,0.000025262043],"category_scores_gemma":[0.00017131314,0.00007592004,0.000019570287,0.0006596276,0.000057714333,0.0016175779,0.00013850373,0.00005850493,0.000009340037],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043524543,0.0002666738,0.015557538,0.0023511937,0.00053386955,0.00008749293,0.0006952608,0.07853094,0.00013055067,0.8548443,0.0030274421,0.04353953],"study_design_scores_gemma":[0.003016541,0.00026425204,0.5471779,0.009278461,0.00056254223,0.00022979119,0.0058284393,0.113969155,0.0005071799,0.03859394,0.27937075,0.0012010239],"about_ca_topic_score_codex":0.00004297182,"about_ca_topic_score_gemma":0.0000032448222,"teacher_disagreement_score":0.8162503,"about_ca_system_score_codex":0.00006838517,"about_ca_system_score_gemma":0.00004383661,"threshold_uncertainty_score":0.5039879},"labels":[],"label_agreement":null},{"id":"W4406891321","doi":"10.1177/00081256241304461","title":"How to Implement Bottom-Up Organizing: Lessons from Agile Piloting and Scaling","year":2025,"lang":"en","type":"article","venue":"California Management Review","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ivey Foundation","funders":"","keywords":"Agile software development; Computer science; Software engineering","score_opus":0.022293251731078694,"score_gpt":0.2852399635456479,"score_spread":0.2629467118145692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406891321","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02723976,0.12501444,0.20008436,0.5165777,0.006605804,0.015782533,0.00040216115,0.0024182189,0.10587503],"genre_scores_gemma":[0.8390255,0.026820028,0.006890773,0.11306529,0.0017012315,0.0010327318,0.0006285633,0.00017699729,0.01065886],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980303,0.000028989476,0.0005465939,0.0006596457,0.00033146923,0.00040298508],"domain_scores_gemma":[0.9988971,0.000063256855,0.00025253004,0.00054161035,0.00020638063,0.000039153994],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00060274906,0.00032854747,0.0004726429,0.00027268898,0.00033668618,0.0011154838,0.00042225793,0.000039552524,0.00043187593],"category_scores_gemma":[0.00032854485,0.00031201987,0.00008480434,0.0015463752,0.000025315818,0.0005142694,0.001126793,0.00013851911,0.00046046855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028298893,0.00011337996,0.013031066,0.01504165,0.00037528417,0.000033325738,0.000044489254,0.000019704905,0.00028587464,0.12970205,0.562968,0.27835685],"study_design_scores_gemma":[0.00040870707,0.000003542417,0.0009540165,0.004412477,0.00041189822,2.8570452e-7,0.00029127242,0.00018201343,0.00004706657,0.0011794206,0.99179226,0.0003170112],"about_ca_topic_score_codex":0.00010737657,"about_ca_topic_score_gemma":0.00006758994,"teacher_disagreement_score":0.81178576,"about_ca_system_score_codex":0.000104933344,"about_ca_system_score_gemma":0.000018843375,"threshold_uncertainty_score":0.9999332},"labels":[],"label_agreement":null},{"id":"W4407737722","doi":"10.1109/ictmod63116.2024.10878180","title":"From Knowledge Management to a Learning Organization: Strategic Use of AI Tools","year":2024,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Knowledge management; Computer science; Process management; Business","score_opus":0.03929989791341787,"score_gpt":0.26631075936573095,"score_spread":0.22701086145231308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407737722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45793328,0.00029178793,0.13094965,0.0047218055,0.0034419238,0.0012998052,0.000021214093,0.0020082134,0.39933234],"genre_scores_gemma":[0.98972946,0.000005620478,0.0006813826,0.000646396,0.0006572336,0.000013793264,0.00007397763,0.000029584273,0.008162558],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992455,0.000007810409,0.00023374324,0.00024650182,0.00015166089,0.00011477398],"domain_scores_gemma":[0.9994433,0.0000619762,0.000039679453,0.0001600405,0.00028507932,0.000009903382],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007652249,0.0001122393,0.00011292135,0.00028780036,0.00006316124,0.0014696171,0.00013318186,0.000029714765,0.0031429261],"category_scores_gemma":[0.00007357847,0.00010485341,0.000026855092,0.0018698273,0.000011272543,0.001362595,0.00022274451,0.00007804641,0.0019042967],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002965306,0.00015959785,0.018684478,0.000737589,0.00022831556,0.000047574005,0.00069904345,0.008479159,0.0015527813,0.81004846,0.14167306,0.017660286],"study_design_scores_gemma":[0.00027780578,0.000014521782,0.0033467235,0.00039329135,0.00012720647,4.114828e-7,0.0027277146,0.01558515,0.00047019226,0.0032448762,0.9734367,0.00037538554],"about_ca_topic_score_codex":0.00013277028,"about_ca_topic_score_gemma":0.000070276816,"teacher_disagreement_score":0.8317637,"about_ca_system_score_codex":0.000029049024,"about_ca_system_score_gemma":0.000022837221,"threshold_uncertainty_score":0.999567},"labels":[],"label_agreement":null},{"id":"W4407757384","doi":"10.1108/imds-05-2024-0488","title":"Building organizational agility through digital transformation: a configurational approach in SMEs","year":2025,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transformation (genetics); Digital transformation; Business; Knowledge management; Process management; Computer science; Industrial organization; World Wide Web","score_opus":0.05773417777737596,"score_gpt":0.274262932097851,"score_spread":0.21652875432047505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407757384","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014233761,0.0002235941,0.48962128,0.004222259,0.006024437,0.0050366735,0.0007572166,0.0005669624,0.4793138],"genre_scores_gemma":[0.9935886,0.000005643852,0.0002664859,0.00036372308,0.0012414322,0.00012649661,0.0039207926,0.000018253062,0.00046854487],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777657,0.000033530312,0.0008329692,0.00055992894,0.00053780386,0.000259207],"domain_scores_gemma":[0.99881744,0.0000735094,0.00024544162,0.00066114357,0.00019198487,0.000010502706],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00061642285,0.000232895,0.0002803875,0.00045003556,0.00020160404,0.001998992,0.000907389,0.00012421464,0.0001117989],"category_scores_gemma":[0.00019399972,0.00024029054,0.00003245539,0.0021744778,0.00005619213,0.005883357,0.00051097845,0.00018532942,0.00006169558],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001069001,0.00027392988,0.017891163,0.00053674215,0.00016844967,0.000010313202,0.00006897964,0.0070275166,0.000009123752,0.90060294,0.069823585,0.0034803574],"study_design_scores_gemma":[0.00342376,0.000005565641,0.0022722157,0.00041229615,0.00010269981,0.0000022969277,0.0021423618,0.049187362,0.00000480891,0.0036776962,0.9383215,0.00044744118],"about_ca_topic_score_codex":0.00026311382,"about_ca_topic_score_gemma":0.000017149749,"teacher_disagreement_score":0.97935486,"about_ca_system_score_codex":0.0001419712,"about_ca_system_score_gemma":0.0000821419,"threshold_uncertainty_score":0.999037},"labels":[],"label_agreement":null},{"id":"W4408324279","doi":"10.1109/globecom52923.2024.10901374","title":"Closing the Responsibility Gap in AI-based Network Management: An Intelligent Audit System Approach","year":2024,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Closing (real estate); Audit; Computer science; Knowledge management; Business; Accounting","score_opus":0.024967111138195934,"score_gpt":0.2655686541611483,"score_spread":0.24060154302295234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408324279","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053907417,0.0010356052,0.40314534,0.0060112732,0.0048119067,0.003586147,0.0000065691524,0.0024813244,0.5250144],"genre_scores_gemma":[0.9953421,0.0000030584868,0.0008582053,0.001750174,0.001107135,0.00012898247,0.00003240303,0.000032928085,0.0007450207],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983212,0.000086520085,0.00044082134,0.0005075351,0.00032666535,0.0003172759],"domain_scores_gemma":[0.9991229,0.000117397205,0.000072652074,0.0005805386,0.00009391371,0.000012581495],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017323766,0.00019711022,0.00016806905,0.00031409969,0.00020885094,0.001394525,0.00037720278,0.0000550433,0.00019995679],"category_scores_gemma":[0.00003956737,0.0001405941,0.0000703066,0.0020461695,0.000054031647,0.00084880803,0.00019955463,0.00019907896,0.00024888813],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025027423,0.00020121704,0.015544589,0.0022904286,0.000068075504,0.000072639516,0.00014707183,0.11850751,0.000010609326,0.81705016,0.03279947,0.013057956],"study_design_scores_gemma":[0.00023610196,0.0000086023965,0.0026856458,0.00046799667,0.000068586334,0.0000013033756,0.002011178,0.85159993,0.000014821153,0.003401694,0.13921084,0.00029329894],"about_ca_topic_score_codex":0.0001765134,"about_ca_topic_score_gemma":0.0003382956,"teacher_disagreement_score":0.9414347,"about_ca_system_score_codex":0.000187691,"about_ca_system_score_gemma":0.000039252976,"threshold_uncertainty_score":0.99964213},"labels":[],"label_agreement":null},{"id":"W4408490908","doi":"10.61091/jcmcc124-02","title":"An analytical study of the role of convolutional neural network-based SHRM perception on the mechanisms of employee proactive behaviour","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Convolutional neural network; Perception; Psychology; Business; Knowledge management; Cognitive psychology; Computer science; Artificial intelligence; Neuroscience","score_opus":0.013489445679723818,"score_gpt":0.25786674038411794,"score_spread":0.24437729470439412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408490908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932672,0.00001381466,0.0015037779,0.00012071821,0.004205771,0.00054796715,0.0000018956683,0.000009811637,0.00032909086],"genre_scores_gemma":[0.999214,4.2857283e-7,0.00014070871,0.00003605916,0.0005887945,0.000003753545,9.0502346e-7,0.000013996071,0.0000013741742],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9977568,0.00012778744,0.0010532942,0.00014534773,0.00076062523,0.00015614295],"domain_scores_gemma":[0.99631566,0.0005243225,0.0016126486,0.00027982015,0.0012500017,0.0000175552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013508754,0.00018447266,0.0005279409,0.00019373621,0.00024056132,0.00010733437,0.0004994201,0.00008095891,0.000011694371],"category_scores_gemma":[0.00039340215,0.00012189569,0.00015616106,0.00068590423,0.000117058145,0.00020595403,0.00019063783,0.00030464184,2.053751e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035100713,0.0023553155,0.030285023,0.000099189114,0.00014153279,8.455467e-7,0.0003703965,0.0040682214,0.0007618925,0.9612516,0.00008597779,0.00022900992],"study_design_scores_gemma":[0.0056360145,0.001371759,0.034309972,0.0006749264,0.0007181526,0.0000022906254,0.0066534025,0.1601615,0.001288638,0.78891796,0.000023773435,0.00024161879],"about_ca_topic_score_codex":0.00004157426,"about_ca_topic_score_gemma":0.0000028826082,"teacher_disagreement_score":0.17233364,"about_ca_system_score_codex":0.00005148908,"about_ca_system_score_gemma":0.0001257946,"threshold_uncertainty_score":0.49707618},"labels":[],"label_agreement":null},{"id":"W4408817460","doi":"10.22452/jpmp.vol4no2.5","title":"Comparative Analysis of Communication, Team Cohesion, Flexibility, and Productivity in Virtual and In-person Project Management: Evidence from Germany","year":2024,"lang":"en","type":"article","venue":"Journal of Project Management Practice","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Canada West","funders":"","keywords":"Cohesion (chemistry); Flexibility (engineering); Productivity; Knowledge management; Psychology; Engineering; Operations management; Computer science; Business; Management; Economics","score_opus":0.05817040114981585,"score_gpt":0.3602891208521567,"score_spread":0.30211871970234083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408817460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678765,0.007508722,0.0020611298,0.002981214,0.0003458102,0.002295007,0.00001060335,0.000057011388,0.01686401],"genre_scores_gemma":[0.9950693,0.0020651517,0.002286088,0.00015323027,0.00009751083,0.000043361913,0.000008610035,0.00001293421,0.00026379136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763817,0.00029694603,0.0008608963,0.00044849177,0.0005752283,0.00018028604],"domain_scores_gemma":[0.9974489,0.00083832897,0.00091685116,0.00041271697,0.00037080774,0.000012358586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003327505,0.00021885513,0.00056180364,0.0029099355,0.00008478455,0.0005888849,0.00035400063,0.00004695501,0.00002297665],"category_scores_gemma":[0.00057390745,0.00019784473,0.00007636208,0.004318985,0.00012248984,0.006507224,0.0004596988,0.000351557,0.00000403554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015345015,0.008666676,0.632272,0.012805437,0.027236253,0.001735532,0.067523874,0.024756676,0.0022253525,0.053207625,0.07248332,0.08174225],"study_design_scores_gemma":[0.003976624,0.00034401598,0.62460977,0.007032555,0.013225563,0.000031843803,0.094225764,0.100777194,0.0001527857,0.0017976024,0.15254582,0.0012804295],"about_ca_topic_score_codex":0.0010925407,"about_ca_topic_score_gemma":0.0009438191,"teacher_disagreement_score":0.080461815,"about_ca_system_score_codex":0.00014740216,"about_ca_system_score_gemma":0.000055602435,"threshold_uncertainty_score":0.8067874},"labels":[],"label_agreement":null},{"id":"W4408892490","doi":"10.61091/jcmcc125-02","title":"Multi-objective optimization model and resource allocation strategy in enterprise strategic management","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resource allocation; Business; Process management; Computer science; Resource management (computing); Management science; Knowledge management; Engineering; Distributed computing","score_opus":0.014744657958135711,"score_gpt":0.2527291834547286,"score_spread":0.2379845254965929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408892490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80874187,0.00046563864,0.16287935,0.00043273738,0.0059982557,0.0011048942,0.0000016330278,0.00008697249,0.020288637],"genre_scores_gemma":[0.9940884,0.000038875685,0.0053840117,0.00007456316,0.00036509207,0.0000050170947,0.000002676325,0.000019457519,0.000021904923],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99831796,0.000034743425,0.0008910762,0.00022420795,0.0003283448,0.00020367307],"domain_scores_gemma":[0.99847007,0.00014576243,0.00076471455,0.00014857845,0.00044558322,0.000025264326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000947763,0.0002255388,0.00042263916,0.00061348913,0.00017992812,0.0005697181,0.00022501036,0.00010380168,0.0000031938393],"category_scores_gemma":[0.0001205306,0.00022386074,0.000055839588,0.0006447639,0.000053113323,0.0005347728,0.00025590544,0.00026270255,7.1324223e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014423215,0.0005087524,0.00056417723,0.00043901504,0.000069033194,0.000011950504,0.00023560072,0.13813546,0.000066312256,0.8591904,0.00009893307,0.0005361529],"study_design_scores_gemma":[0.0037854144,0.00004356762,0.00014639589,0.000498583,0.00008215711,0.0000031769414,0.0017149822,0.7223572,0.000010524385,0.27112818,0.00006373497,0.00016604352],"about_ca_topic_score_codex":0.000016234255,"about_ca_topic_score_gemma":0.0000033876947,"teacher_disagreement_score":0.5880622,"about_ca_system_score_codex":0.000101223515,"about_ca_system_score_gemma":0.00006792682,"threshold_uncertainty_score":0.9128776},"labels":[],"label_agreement":null},{"id":"W4408963032","doi":"10.61091/jcmcc125-27","title":"Research on cost control and resource optimisation in supply chain link based on combination prediction model","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Link (geometry); Supply chain; Resource (disambiguation); Computer science; Control (management); Operations research; Reliability engineering; Industrial engineering; Engineering; Business; Artificial intelligence; Computer network; Marketing","score_opus":0.018884067127456366,"score_gpt":0.28275787684024184,"score_spread":0.26387380971278546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408963032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95822453,0.00009956812,0.016347097,0.0052841865,0.00846317,0.0017794576,0.00000834604,0.00008807273,0.0097055575],"genre_scores_gemma":[0.9981264,0.000008128862,0.000283238,0.00029234577,0.0012385008,0.000014344651,0.00000769287,0.000018718816,0.0000106677135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974302,0.00013124212,0.0010278546,0.00026646216,0.00086157897,0.00028267616],"domain_scores_gemma":[0.99666554,0.0014843133,0.000708135,0.00018515135,0.00091962033,0.000037227965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042886515,0.00023246711,0.00047858807,0.0011508903,0.00036953983,0.0005925669,0.00024611535,0.0001805654,0.0000034284442],"category_scores_gemma":[0.0011928257,0.0002094856,0.00006580278,0.0009857336,0.000076234355,0.0003731014,0.00012039109,0.00068784744,0.0000016381429],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009175562,0.0009461464,0.0019159997,0.0003000667,0.000033151086,0.000008823257,0.00016078094,0.07107147,0.00016925526,0.9180421,0.0013860589,0.005048587],"study_design_scores_gemma":[0.008262382,0.0003383122,0.0009647761,0.0010816773,0.00003920181,0.00000127561,0.0002805836,0.771445,0.000052367013,0.21637984,0.0010057724,0.00014884616],"about_ca_topic_score_codex":0.000017762708,"about_ca_topic_score_gemma":0.0000023139285,"teacher_disagreement_score":0.70166224,"about_ca_system_score_codex":0.00022294621,"about_ca_system_score_gemma":0.000119264594,"threshold_uncertainty_score":0.85425746},"labels":[],"label_agreement":null},{"id":"W4409461831","doi":"10.3390/su17083524","title":"Building Sustainable Global Marketing Channels: Exploring the Role of Inter-Organizational Trust and Performance Metrics in the Age of Industry 4.0","year":2025,"lang":"en","type":"article","venue":"Sustainability","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Business; Marketing; Industrial organization; Knowledge management; Computer science","score_opus":0.008994780984406215,"score_gpt":0.23935917183103164,"score_spread":0.23036439084662544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409461831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99395233,0.00016506841,0.0006868164,0.00102474,0.0001213185,0.00047140152,0.0000016083843,0.000019152621,0.003557562],"genre_scores_gemma":[0.99960834,0.0000058062615,0.00004361524,0.00011592236,0.00009051885,0.000053088843,0.0000029943374,0.000005736039,0.000073979114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891335,0.00008089705,0.00037452113,0.00019544798,0.00020681924,0.00022894258],"domain_scores_gemma":[0.9981802,0.000316985,0.00017407227,0.00026767777,0.0010564729,0.0000045639845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023314024,0.00011449048,0.00016463497,0.0002476457,0.00018890091,0.0001567626,0.00035782615,0.00006126669,0.000016804837],"category_scores_gemma":[0.0061902786,0.000083704916,0.000029802177,0.0036973099,0.00016085051,0.00071119936,0.0004870945,0.00021398663,1.543161e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007054721,0.000058074478,0.90616864,0.00088694313,0.000009740648,0.0000019834522,0.0002855634,0.0005726537,0.000006594011,0.0862315,0.000050510323,0.0056572603],"study_design_scores_gemma":[0.00039874218,0.000013644253,0.85627466,0.00012511651,0.000034354805,7.1843107e-7,0.073753566,0.004949232,0.00016162009,0.05561777,0.008525733,0.00014484912],"about_ca_topic_score_codex":0.0004638024,"about_ca_topic_score_gemma":0.000029751858,"teacher_disagreement_score":0.073468,"about_ca_system_score_codex":0.00029025163,"about_ca_system_score_gemma":0.0001624523,"threshold_uncertainty_score":0.74107885},"labels":[],"label_agreement":null},{"id":"W4409541541","doi":"10.5430/jct.v14n2p27","title":"The Effect of Classroom Management Efficacy on Work Engagement in Chinese-Foreign Cooperative Major in Hebei, China","year":2025,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"China; Work (physics); Work engagement; Chinese as a foreign language; Psychology; Business; Political science; Pedagogy; Engineering","score_opus":0.003998412945067782,"score_gpt":0.25424984008757906,"score_spread":0.25025142714251125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409541541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97060144,0.0003976377,0.0004567341,0.00068559055,0.00045900478,0.00043156432,2.9524307e-7,0.000009603946,0.026958121],"genre_scores_gemma":[0.99943346,0.00004786563,0.00007131075,0.00012811682,0.00017083951,0.000012570314,0.0000011884596,0.000009356346,0.00012532332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853873,0.00019016917,0.00065263157,0.00015110054,0.00028239237,0.00018496218],"domain_scores_gemma":[0.99897826,0.00038259986,0.0004274221,0.00014030776,0.00006055815,0.000010833968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024516918,0.0001849947,0.00033895264,0.000609636,0.00023297005,0.00024052688,0.00025498262,0.000037498598,0.000011227347],"category_scores_gemma":[0.0005597045,0.00010870508,0.000080045895,0.0006903213,0.000037213566,0.00040334617,0.00016348755,0.00056992593,0.0000023968112],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041502548,0.00027376582,0.915189,0.00020605852,0.000108612316,0.000039567974,0.00023448764,0.003595932,0.000024157134,0.042791035,0.0014122404,0.035710067],"study_design_scores_gemma":[0.0077366643,0.00025295865,0.96881956,0.0031788754,0.0001402909,0.0000031049617,0.0018193106,0.0026705735,0.00005580639,0.0019232339,0.013101058,0.00029854808],"about_ca_topic_score_codex":0.00008027918,"about_ca_topic_score_gemma":0.000089155976,"teacher_disagreement_score":0.053630523,"about_ca_system_score_codex":0.000075544674,"about_ca_system_score_gemma":0.000015384749,"threshold_uncertainty_score":0.44328645},"labels":[],"label_agreement":null},{"id":"W4409573370","doi":"10.61091/jcmcc127a-021","title":"Research on Supply Chain Optimization and Economic Efficiency Improvement of Manufacturing Enterprises","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Supply chain; Business; Industrial organization; Supply chain optimization; Supply chain management; Manufacturing engineering; Engineering; Marketing","score_opus":0.012674044036479289,"score_gpt":0.2736490091553943,"score_spread":0.260974965118915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409573370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98230577,0.000110499204,0.0062131714,0.00025742565,0.008222494,0.000351935,0.000001334244,0.000019515082,0.0025178685],"genre_scores_gemma":[0.99842685,0.00003164829,0.0005008486,0.000040177623,0.0009712063,0.0000027273286,0.0000010858399,0.000016745966,0.000008726976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981583,0.00003384612,0.0009313863,0.0001973412,0.00045123012,0.00022790862],"domain_scores_gemma":[0.9978331,0.00060589804,0.0008581777,0.00017587659,0.0005005318,0.000026449346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001926271,0.00018464359,0.00046176236,0.00076685665,0.00033358278,0.0005226852,0.00028827018,0.00008517262,0.000013798607],"category_scores_gemma":[0.00029896264,0.00017047637,0.00007212463,0.0003068765,0.000119938144,0.00033172566,0.00036818982,0.00029288218,0.0000015005269],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030209174,0.0007382894,0.001707991,0.000965503,0.00012377572,0.0000067444876,0.0003711027,0.014810061,0.000492247,0.9767817,0.00070643454,0.0029940398],"study_design_scores_gemma":[0.016079504,0.0016448796,0.0012432816,0.0044160094,0.0002686326,0.000013879392,0.004233131,0.16577129,0.019409435,0.78262186,0.003432684,0.0008654198],"about_ca_topic_score_codex":0.000039309638,"about_ca_topic_score_gemma":0.0000010440795,"teacher_disagreement_score":0.19415988,"about_ca_system_score_codex":0.000108357606,"about_ca_system_score_gemma":0.0001112479,"threshold_uncertainty_score":0.69518244},"labels":[],"label_agreement":null},{"id":"W4409602174","doi":"10.61091/jcmcc127b-030","title":"Research on E-commerce Supply Chain Inventory Optimization and Multi-Objective Planning with Database Technical Support","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Supply chain; Database; Computer science; Business; Process management; Engineering management; Operations research; Operations management; Engineering; Marketing","score_opus":0.03022021261064492,"score_gpt":0.3181475599378901,"score_spread":0.28792734732724523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409602174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85807073,0.00042012625,0.11007093,0.0015414609,0.015386443,0.001711457,0.000005777413,0.00018938951,0.012603709],"genre_scores_gemma":[0.9941227,0.000014454872,0.004547511,0.00014546746,0.0011076302,0.000006727853,0.000006069184,0.000030619252,0.000018841023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978822,0.00008457086,0.0007405651,0.0002748106,0.0007160472,0.00030184654],"domain_scores_gemma":[0.9971871,0.00072331785,0.00066661724,0.00022927417,0.0011457666,0.0000479527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002678319,0.0002438159,0.0004982429,0.0008555917,0.00051406136,0.0006200093,0.00031527926,0.00012617704,0.0000100327525],"category_scores_gemma":[0.0008191589,0.00020999645,0.000051779032,0.0009840603,0.00016687282,0.0005908515,0.00043729384,0.0007087815,0.0000019046383],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070864946,0.0011434928,0.007252082,0.00054979796,0.00013146673,0.00006495493,0.00050667627,0.0046525267,0.00020068309,0.98096347,0.0032642856,0.000561928],"study_design_scores_gemma":[0.055798322,0.0039172894,0.0052024764,0.0157679,0.0009414226,0.00020873715,0.017021649,0.5191536,0.00092282065,0.36632904,0.012181632,0.002555147],"about_ca_topic_score_codex":0.000020572119,"about_ca_topic_score_gemma":0.0000020843695,"teacher_disagreement_score":0.6146344,"about_ca_system_score_codex":0.000117990814,"about_ca_system_score_gemma":0.0001649751,"threshold_uncertainty_score":0.8563407},"labels":[],"label_agreement":null},{"id":"W4409604972","doi":"10.61091/jcmcc127b-312","title":"Research on Multidimensional Computational Optimization of Enterprise Organizational Structure Supported by PSACO Algorithm in the Era of Digital Economy","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital economy; Computer science; Organizational structure; Industrial engineering; Algorithm; Economy; Economics; Management; Engineering; World Wide Web","score_opus":0.009080086187245297,"score_gpt":0.2655627834358477,"score_spread":0.2564826972486024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409604972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9059449,0.00015231158,0.08207701,0.0014056966,0.006741199,0.0008695039,0.000046275873,0.00002283472,0.0027403065],"genre_scores_gemma":[0.9968327,0.0000035241665,0.0025964724,0.00006867352,0.0004423988,0.0000013944107,0.000036761445,0.000015086274,0.0000029399719],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99769926,0.00006976732,0.0011416741,0.00016245943,0.00075778447,0.0001690391],"domain_scores_gemma":[0.99559665,0.001190399,0.0010316863,0.00014218748,0.0020219013,0.000017200719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012451455,0.00017107853,0.00043435232,0.000506737,0.00016868442,0.00025727475,0.00035665606,0.00010030173,0.00002935433],"category_scores_gemma":[0.0005814442,0.00014032108,0.000072059214,0.0011724095,0.00012518257,0.00045858748,0.00018356342,0.00044867166,6.942071e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021169092,0.0015000293,0.00302121,0.00031931204,0.00012064791,0.000006390593,0.00047227036,0.050989036,0.00013601546,0.9387247,0.0035977352,0.00090096483],"study_design_scores_gemma":[0.0064963293,0.00024718235,0.00047702622,0.0008161256,0.00007274679,0.000010216234,0.0015181976,0.30510652,0.0004137779,0.6838212,0.00078201696,0.00023864691],"about_ca_topic_score_codex":0.0000091154125,"about_ca_topic_score_gemma":3.3192148e-7,"teacher_disagreement_score":0.2549035,"about_ca_system_score_codex":0.00006433482,"about_ca_system_score_gemma":0.00020340737,"threshold_uncertainty_score":0.57221276},"labels":[],"label_agreement":null},{"id":"W4409605034","doi":"10.61091/jcmcc127b-305","title":"Research on corporate profitability prediction model integrating fuzzy logic and financial ratios","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Jilin Office of Philosophy and Social Science","keywords":"Profitability index; Fuzzy logic; Business; Finance; Computer science; Econometrics; Artificial intelligence; Economics","score_opus":0.03951545893035772,"score_gpt":0.300927323650689,"score_spread":0.2614118647203313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409605034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9683293,0.00011561917,0.011620346,0.0006695143,0.01085833,0.00065261417,0.000002861852,0.00006378749,0.0076876376],"genre_scores_gemma":[0.996552,0.000011152502,0.0013459984,0.00013754705,0.0019107912,0.000007743742,0.0000022479603,0.000018684741,0.000013831923],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975603,0.00008599941,0.001077109,0.00028365263,0.000701753,0.00029113705],"domain_scores_gemma":[0.99614215,0.0006373991,0.0010714605,0.00021528351,0.001895863,0.000037864236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037792926,0.0002454138,0.00052973675,0.0006213546,0.00065662997,0.0007798817,0.00028314706,0.00016672963,0.0000038005157],"category_scores_gemma":[0.0026753547,0.00021386586,0.0000803643,0.0009812694,0.00015700985,0.0006120254,0.00036149708,0.00074643,0.000002599424],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020393601,0.00035200987,0.0013411762,0.00035784292,0.0000251271,0.0000050951653,0.00020800925,0.0006648235,0.00022668991,0.9940381,0.0011862741,0.001390904],"study_design_scores_gemma":[0.0021454017,0.00019576146,0.00034889684,0.00058286334,0.0000511711,0.0000039127845,0.00058932323,0.08889745,0.000085621425,0.90663683,0.00031057416,0.00015217558],"about_ca_topic_score_codex":0.000011472209,"about_ca_topic_score_gemma":0.0000018582948,"teacher_disagreement_score":0.08823263,"about_ca_system_score_codex":0.00012624035,"about_ca_system_score_gemma":0.0002491075,"threshold_uncertainty_score":0.87211967},"labels":[],"label_agreement":null},{"id":"W4409791205","doi":"10.61091/jcmcc127a-281","title":"Optimization Modeling Research on Multi-Objective Resource Allocation for AI-Enabled Innovation and Entrepreneurship Education","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Resource allocation; Entrepreneurship education; Resource (disambiguation); Knowledge management; Business; Computer science","score_opus":0.0358237667142622,"score_gpt":0.32592283310363984,"score_spread":0.29009906638937766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409791205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5424231,0.00021420841,0.43937817,0.001957414,0.012073767,0.0014851443,0.0000012977781,0.0000692695,0.002397605],"genre_scores_gemma":[0.9942332,0.000008723142,0.0037384653,0.00022781051,0.0017164282,0.000017811653,0.000009555172,0.000024163703,0.00002383429],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981716,0.00006681057,0.00086173817,0.00024637597,0.00044475438,0.00020869839],"domain_scores_gemma":[0.9947359,0.0006385519,0.00071492436,0.00016567211,0.003724665,0.000020276746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026291332,0.00018140419,0.00034001452,0.001144142,0.0005294559,0.0007519515,0.00019789621,0.00012704029,0.0000021634096],"category_scores_gemma":[0.0027116118,0.00017992558,0.000048052334,0.0013620856,0.000047771795,0.00058809755,0.00015387312,0.0003422238,6.9277127e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027109173,0.000528965,0.00026903246,0.00036923712,0.000042472813,4.095982e-7,0.00026552912,0.029048815,0.00015178103,0.9659706,0.0007415883,0.0023404867],"study_design_scores_gemma":[0.002943546,0.000118652555,0.000032989625,0.0007160683,0.00006577292,0.0000018049444,0.0012129125,0.5694664,0.00016335672,0.42409563,0.001030168,0.00015268855],"about_ca_topic_score_codex":0.000016235243,"about_ca_topic_score_gemma":7.9147566e-7,"teacher_disagreement_score":0.54187495,"about_ca_system_score_codex":0.0001382395,"about_ca_system_score_gemma":0.00024218601,"threshold_uncertainty_score":0.73371524},"labels":[],"label_agreement":null},{"id":"W4409795180","doi":"10.61091/jcmcc127b-516","title":"Reinforcement Learning-Based Optimization and Simulation Modeling of International Relations Interaction Strategies","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reinforcement learning; Reinforcement; Computer science; Artificial intelligence; Psychology; Social psychology","score_opus":0.012330343640815013,"score_gpt":0.26744170686307117,"score_spread":0.25511136322225614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409795180","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1445746,0.00006350089,0.84237784,0.00022818454,0.007638004,0.00020907671,3.2576983e-7,0.00003265941,0.004875813],"genre_scores_gemma":[0.9974361,0.000007901842,0.001943999,0.00002107113,0.0005630509,0.0000013648339,0.0000062742793,0.000011171052,0.000009040457],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985712,0.000021913953,0.00086558505,0.00011273601,0.00033349788,0.00009504343],"domain_scores_gemma":[0.9973466,0.0003113492,0.0010840046,0.000079909805,0.0011647398,0.000013418037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063281786,0.00013595466,0.000284887,0.0004770866,0.00019052673,0.00041561338,0.00013066798,0.00007587704,0.00001996335],"category_scores_gemma":[0.00065858517,0.0001358042,0.000059970673,0.00034794855,0.00003474669,0.00090976455,0.000116533556,0.00021229644,6.058388e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006304914,0.00008317491,0.00039641839,0.00011618444,0.000039131548,4.9108206e-7,0.00009442132,0.7639195,0.000036160913,0.23505068,0.000023679397,0.00017714054],"study_design_scores_gemma":[0.0017760625,0.000054940167,0.000023937988,0.00040110157,0.000078133984,8.761571e-7,0.00083710754,0.93233,0.000020042637,0.06403005,0.00035899776,0.00008875329],"about_ca_topic_score_codex":0.000016525091,"about_ca_topic_score_gemma":5.8862867e-7,"teacher_disagreement_score":0.8528615,"about_ca_system_score_codex":0.00006209855,"about_ca_system_score_gemma":0.00008042599,"threshold_uncertainty_score":0.55379343},"labels":[],"label_agreement":null},{"id":"W4410452100","doi":"10.1002/cjas.70008","title":"Virtual Trust in High‐Reliability Organizations","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Business; Psychology; Computer science; Knowledge management; Reliability engineering; Engineering","score_opus":0.03499095319021361,"score_gpt":0.2893461586267101,"score_spread":0.2543552054364965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410452100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735957,0.00007349631,0.0031889714,0.004000818,0.0011725826,0.0002317214,0.000022577146,0.000014025796,0.017700134],"genre_scores_gemma":[0.99691147,0.0000049395467,0.0016966694,0.00074310246,0.00029207417,0.00000899896,0.000007419635,0.0000074635564,0.00032787095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997848,0.00007606005,0.0007958128,0.00041464984,0.00020931334,0.0006561855],"domain_scores_gemma":[0.99784446,0.00019272673,0.000521328,0.00017573827,0.0010656607,0.00020010893],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.002361651,0.00021142093,0.0002897857,0.001591618,0.0013760303,0.0011748833,0.0009398686,0.00009708367,0.00034130432],"category_scores_gemma":[0.0040932493,0.00020873686,0.0000627715,0.007036148,0.003150972,0.002520416,0.000030369556,0.00023737388,0.00001070886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004388442,0.000098843404,0.5099231,0.00008903555,0.000016660446,0.00020847678,0.0025606747,0.015272468,0.00032145774,0.46868795,0.0012784156,0.001499028],"study_design_scores_gemma":[0.0024720798,0.0033457114,0.57233036,0.0017266938,0.00021111898,0.00050203985,0.066662885,0.03076541,0.0021369928,0.2880148,0.029969439,0.0018624587],"about_ca_topic_score_codex":0.01796702,"about_ca_topic_score_gemma":0.70257103,"teacher_disagreement_score":0.68460405,"about_ca_system_score_codex":0.000981731,"about_ca_system_score_gemma":0.010971351,"threshold_uncertainty_score":0.99992406},"labels":[],"label_agreement":null},{"id":"W4410707097","doi":"10.55041/ijsrem48585","title":"Collaborative Real-Time Project Management System for Efficient Team Coordination","year":2025,"lang":"en","type":"article","venue":"INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Process management; Computer science; Engineering management; Knowledge management; Business; Engineering","score_opus":0.016630345739000303,"score_gpt":0.3112885319137137,"score_spread":0.2946581861747134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410707097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5797858,0.0016031839,0.22623602,0.008181934,0.019039206,0.014209487,0.00008684136,0.00042900012,0.1504285],"genre_scores_gemma":[0.99362475,0.000054380685,0.002913694,0.000017579494,0.00019021986,0.0001904133,0.000014612753,0.000014700256,0.0029796702],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980627,0.00003318783,0.00057545066,0.00030287454,0.00072082586,0.0003050078],"domain_scores_gemma":[0.9982936,0.00015441487,0.00016928346,0.00015662595,0.0012090317,0.000017089731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037642505,0.00013749173,0.0002124715,0.003955458,0.0002374692,0.0009190745,0.0003268727,0.000033987468,0.000006226882],"category_scores_gemma":[0.000087797,0.00012685527,0.00006573131,0.0026755463,0.000092944334,0.0004297921,0.00024866135,0.00014687072,0.00001115898],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011046694,0.0007933924,0.0007844281,0.012661154,0.0006921029,0.0001690598,0.0003427621,0.14246118,0.004767774,0.66549796,0.14928749,0.021438055],"study_design_scores_gemma":[0.0055716466,0.000106729436,0.0044981837,0.009202075,0.00014450341,0.000013410036,0.0064512743,0.481827,0.0003961604,0.0017206739,0.48958248,0.00048586237],"about_ca_topic_score_codex":0.00001357194,"about_ca_topic_score_gemma":0.0000036361791,"teacher_disagreement_score":0.6637773,"about_ca_system_score_codex":0.0003142905,"about_ca_system_score_gemma":0.00004667726,"threshold_uncertainty_score":0.88626564},"labels":[],"label_agreement":null},{"id":"W4410861730","doi":"10.63125/aq819t42","title":"TO WHAT EXTENT DOES THE USE OF PROJECT MANAGEMENT–ORIENTED DIGITAL COLLABORATION TOOLS AFFECT DELIVERY TIMELINES IN REMOTE TECH TEAMS?","year":2025,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Timeline; Affect (linguistics); Knowledge management; Process management; Business; Computer science; Psychology; Geography","score_opus":0.01809099787341442,"score_gpt":0.26657864632884903,"score_spread":0.2484876484554346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410861730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94220346,0.0001648401,0.025053438,0.0074285804,0.002076205,0.006151901,0.000033542383,0.00038590474,0.016502107],"genre_scores_gemma":[0.9866826,0.000097208766,0.0014179233,0.0024222396,0.00018243075,0.00017196816,0.000077960554,0.000023293194,0.008924397],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986316,0.000023589508,0.00047759045,0.00034796708,0.00031039852,0.00020887636],"domain_scores_gemma":[0.9987079,0.00017249619,0.0001656099,0.00042632766,0.0005209626,0.0000067343017],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00024743532,0.00019560335,0.00020849713,0.00077081315,0.00010967777,0.0024019668,0.00026959123,0.00004902679,0.00005852504],"category_scores_gemma":[0.0004600183,0.00012536578,0.00005453252,0.0037187815,0.00004201465,0.0054312395,0.00040702638,0.000071824965,0.000046694044],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001526928,0.00084584526,0.08085396,0.0012823455,0.00036898622,0.0000421956,0.00060133927,0.009750213,0.0020485087,0.03204838,0.2372595,0.6333718],"study_design_scores_gemma":[0.0019167925,0.000049234208,0.01693514,0.0017694358,0.00016013115,6.208911e-7,0.016633151,0.026892357,0.0018816427,0.00089627394,0.9321933,0.00067192357],"about_ca_topic_score_codex":0.00036782253,"about_ca_topic_score_gemma":0.0011634013,"teacher_disagreement_score":0.6949338,"about_ca_system_score_codex":0.000087068256,"about_ca_system_score_gemma":0.000049646158,"threshold_uncertainty_score":0.9986336},"labels":[],"label_agreement":null},{"id":"W4411618231","doi":"10.51847/amiklztaim","title":"10.51847/AmIKLZtAiM","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prioritization; Identification (biology); Analytic hierarchy process; Process (computing); Business; Hierarchy; Computer science; Process management; Marketing; Engineering; Operations research; Economics","score_opus":0.00579498213216677,"score_gpt":0.17639039596040593,"score_spread":0.17059541382823915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411618231","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001755447,0.000018238965,0.0000048273796,0.0008492129,0.000010948847,0.0001777454,0.0000029223004,0.00025494557,0.9969257],"genre_scores_gemma":[0.0047867196,1.3391484e-7,0.000038162725,0.00078970107,0.00076623465,0.000026031788,0.000020741936,0.000022726548,0.9935495],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930096,0.0000047582726,0.00015512227,0.00018545058,0.00017165179,0.00018206637],"domain_scores_gemma":[0.9996016,0.0000182544,0.000039018072,0.00022520899,0.00010155208,0.000014383443],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009247333,0.000112329915,0.00010848281,0.00013150099,0.00009842573,0.000263537,0.0001996235,0.000030690026,0.99523187],"category_scores_gemma":[0.00005354994,0.00011377177,0.000034346263,0.000582809,0.00001600636,0.000517525,0.00006542439,0.00004610006,0.99242777],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005418747,0.000039815306,0.000007942676,0.000013067826,0.000008686343,0.0000044355907,0.000003826488,0.00039148732,0.00002788606,0.000039240986,0.26955625,0.72985315],"study_design_scores_gemma":[0.00016090355,0.000007486816,0.0001284755,0.000015296688,0.000013006428,5.451083e-7,0.0000015787589,0.0007705003,0.0000032864193,0.000013405723,0.99873996,0.00014557518],"about_ca_topic_score_codex":0.000044541757,"about_ca_topic_score_gemma":8.365537e-7,"teacher_disagreement_score":0.7297076,"about_ca_system_score_codex":0.000020143003,"about_ca_system_score_gemma":0.000011007743,"threshold_uncertainty_score":0.4639478},"labels":[],"label_agreement":null},{"id":"W4411618348","doi":"10.51847/gzqdxzs503","title":"10.51847/gzqdxzS503","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architecture; Knowledge management; Organizational learning; Psychology; Business; Computer science; Geography","score_opus":0.00589206326120099,"score_gpt":0.1763047131203981,"score_spread":0.17041264985919713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411618348","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017729433,0.000016222035,0.000005054922,0.0008260968,0.000013656328,0.00017480954,0.0000029848247,0.00025086178,0.9969374],"genre_scores_gemma":[0.004159376,1.1237966e-7,0.000043019994,0.0008283707,0.0009523791,0.000025063408,0.000020438136,0.000023070272,0.99394816],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929506,0.000004810111,0.0001558525,0.00018735696,0.0001736305,0.00018331021],"domain_scores_gemma":[0.9996027,0.000018473806,0.000039378927,0.0002266671,0.00009800559,0.000014807985],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000949172,0.000112978356,0.000108323,0.0001342651,0.000097782126,0.00026886983,0.00019976794,0.00003122668,0.9954301],"category_scores_gemma":[0.000054455744,0.000114574665,0.000035140587,0.00056802545,0.000015944597,0.0005204129,0.0000630489,0.00004658724,0.9928789],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057149893,0.00003976178,0.000008452415,0.0000117567515,0.000009099366,0.0000042565653,0.0000041873664,0.00039725463,0.000034156612,0.000035414363,0.3302939,0.6691046],"study_design_scores_gemma":[0.00016699955,0.0000071994273,0.00011828783,0.000013642187,0.000013127359,5.307165e-7,0.0000014883643,0.0007010193,0.000004306328,0.000013616447,0.998813,0.00014682235],"about_ca_topic_score_codex":0.000047194506,"about_ca_topic_score_gemma":8.9357354e-7,"teacher_disagreement_score":0.66895777,"about_ca_system_score_codex":0.000019696918,"about_ca_system_score_gemma":0.000010837281,"threshold_uncertainty_score":0.46722195},"labels":[],"label_agreement":null},{"id":"W4411656765","doi":"10.51847/djqga5i2kz","title":"10.51847/DjQga5I2kZ","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prioritization; Business; Identification (biology); Cement; Operations management; Marketing; Engineering; Process management; Geography; Archaeology","score_opus":0.00590262507542127,"score_gpt":0.1763963828755625,"score_spread":0.17049375780014123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411656765","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018360568,0.000016875354,0.0000048018123,0.0008433269,0.000011574829,0.00017518333,0.0000029839043,0.00025506076,0.9968541],"genre_scores_gemma":[0.0045483834,1.2033989e-7,0.00004124352,0.0007960332,0.00084782986,0.000025732254,0.000020226436,0.000023149472,0.9936973],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992916,0.0000045844263,0.00015684718,0.00018727004,0.00017479931,0.00018492607],"domain_scores_gemma":[0.99960274,0.000017747665,0.000039511917,0.00022718082,0.00009819352,0.000014617394],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009406406,0.00011250378,0.00010741056,0.00013432348,0.000099528464,0.00027163044,0.00020235748,0.000030959865,0.9954575],"category_scores_gemma":[0.000051866504,0.00011460022,0.00003508189,0.0005595247,0.000015974889,0.00052314193,0.00006425419,0.000045787336,0.9930418],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059178503,0.000039837443,0.000009059197,0.000012160269,0.000008812149,0.000004532511,0.0000047252533,0.00038055345,0.000032644784,0.00003439412,0.3254435,0.6739706],"study_design_scores_gemma":[0.0001675964,0.000007218076,0.00012914381,0.000014041435,0.000012440413,5.483416e-7,0.0000014981862,0.0006532413,0.000004353024,0.000012803112,0.9988503,0.00014685704],"about_ca_topic_score_codex":0.000042173844,"about_ca_topic_score_gemma":8.278353e-7,"teacher_disagreement_score":0.6738237,"about_ca_system_score_codex":0.00001977854,"about_ca_system_score_gemma":0.000010522059,"threshold_uncertainty_score":0.46732613},"labels":[],"label_agreement":null},{"id":"W4411656846","doi":"10.51847/v0v4pqw0wy","title":"10.51847/V0v4pQW0Wy","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Clothing; Business; Commerce; Industrial organization; Marketing","score_opus":0.00590262507542127,"score_gpt":0.1763963828755625,"score_spread":0.17049375780014123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411656846","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019137348,0.000015761356,0.0000047142266,0.0008415684,0.00001150306,0.00017314297,0.0000029878383,0.0002545965,0.996782],"genre_scores_gemma":[0.0043353527,1.1255068e-7,0.000042292362,0.0008319732,0.00083720265,0.000025459784,0.000021036203,0.000022987551,0.9938836],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929625,0.000004620499,0.000156236,0.00018686737,0.0001730253,0.00018299493],"domain_scores_gemma":[0.99960554,0.000018013763,0.000039293347,0.00022451859,0.000097747776,0.000014903368],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009303146,0.00011217809,0.00010732298,0.0001347237,0.000099156896,0.0002684423,0.00020070453,0.00003086561,0.99455166],"category_scores_gemma":[0.000053926688,0.00011437542,0.000034606564,0.00056263176,0.000015824131,0.0005166869,0.0000651212,0.000045747296,0.9929916],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005596583,0.000038147013,0.000008433866,0.0000113678125,0.000008544365,0.00000416521,0.000004187998,0.00038307084,0.000032030774,0.00003400526,0.32350728,0.6759128],"study_design_scores_gemma":[0.00017092456,0.000007017011,0.00011885987,0.00001361648,0.000012150796,5.152939e-7,0.0000014847602,0.0006087983,0.0000042568417,0.0000151114855,0.99890023,0.00014701534],"about_ca_topic_score_codex":0.000043737124,"about_ca_topic_score_gemma":8.470292e-7,"teacher_disagreement_score":0.6757658,"about_ca_system_score_codex":0.000019671254,"about_ca_system_score_gemma":0.00001088013,"threshold_uncertainty_score":0.46640942},"labels":[],"label_agreement":null},{"id":"W4411945817","doi":"10.1145/3736252.3742649","title":"Enhancing the Merger Simulation Toolkit with ML/AI","year":2025,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Warwick; Northwestern University","keywords":"Computer science; Programming language; Software engineering","score_opus":0.006469038626714172,"score_gpt":0.24361197816894326,"score_spread":0.2371429395422291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411945817","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15914585,0.00007381769,0.4118414,0.02235915,0.0012645879,0.00075357035,7.9752954e-7,0.00050664693,0.4040542],"genre_scores_gemma":[0.98252034,7.04853e-7,0.00008888618,0.008800798,0.00030327777,0.000020811449,0.0000045787488,0.000007423337,0.00825317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994694,0.0000051665597,0.00014983592,0.00013310194,0.00013884409,0.000103673745],"domain_scores_gemma":[0.9994451,0.00008838405,0.00005935801,0.0001874303,0.00021742532,0.0000022982392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014514982,0.000080145765,0.00006852406,0.000104785984,0.00019911109,0.000378315,0.00011966966,0.000020463913,0.0007609994],"category_scores_gemma":[0.00010561042,0.000047206915,0.000020079584,0.0007562648,0.00002095224,0.0007160011,0.000071992305,0.000056934652,0.00016514708],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028459448,0.00016424172,0.12862825,0.0002852186,0.00021264605,0.000006437525,0.00027158417,0.31581515,0.0036636868,0.37619987,0.15889376,0.015574535],"study_design_scores_gemma":[0.0005715678,0.0000058085343,0.015013551,0.00010547177,0.00008715388,1.4547892e-7,0.00078773417,0.11188547,0.0010483718,0.0021846427,0.8680607,0.0002493859],"about_ca_topic_score_codex":0.00012245581,"about_ca_topic_score_gemma":0.0006884823,"teacher_disagreement_score":0.8233745,"about_ca_system_score_codex":0.000017457287,"about_ca_system_score_gemma":0.000024911133,"threshold_uncertainty_score":0.8332409},"labels":[],"label_agreement":null},{"id":"W4412538823","doi":"10.7202/1118486ar","title":"Regards croisés sur l’agilité et l’innovation ouverte pour les PME de haute technologie","year":2025,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Chemistry","score_opus":0.017967023260697268,"score_gpt":0.2625137368835033,"score_spread":0.24454671362280606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412538823","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40919453,0.0020119264,0.07990522,0.48205632,0.0022150385,0.0007531923,0.00012375905,0.0006494271,0.02309058],"genre_scores_gemma":[0.4783537,0.018773412,0.01651294,0.011999351,0.0015719928,0.0004548822,0.00061620824,0.00015844493,0.47155905],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685836,0.00030291016,0.0011366219,0.00090796634,0.00026553884,0.0005285994],"domain_scores_gemma":[0.9927189,0.0039931177,0.00093512906,0.0007468836,0.0015618699,0.0000441506],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023823925,0.00051460345,0.00048065226,0.0014622324,0.0002006103,0.0013794834,0.0007715486,0.0005673667,0.0013251883],"category_scores_gemma":[0.02024112,0.00066006393,0.00022502891,0.0012118149,0.00022650308,0.00230342,0.00066370156,0.00097647286,0.00050022034],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014224814,0.00066155917,0.26432604,0.0007703003,0.00031654965,0.000092681534,0.00013578321,0.06731598,0.0008716644,0.4344885,0.123184025,0.107694656],"study_design_scores_gemma":[0.0019415128,0.000017779823,0.10440014,0.0026479168,0.00017671254,0.00005209102,0.00019194024,0.07178783,0.0005986766,0.05662419,0.7609072,0.0006540601],"about_ca_topic_score_codex":0.001298739,"about_ca_topic_score_gemma":0.00085363013,"teacher_disagreement_score":0.63772315,"about_ca_system_score_codex":0.0015072984,"about_ca_system_score_gemma":0.0007755517,"threshold_uncertainty_score":0.99965715},"labels":[],"label_agreement":null},{"id":"W4413344168","doi":"10.1109/thms.2025.3591603","title":"Role-Based Human-Machine Collaboration Task-Allocation Strategy in Multiagent Environment","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Human-Machine Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"National Natural Science Foundation of China","keywords":"Task (project management); Computer science; Human–computer interaction; Process management; Knowledge management; Distributed computing; Business; Systems engineering; Engineering","score_opus":0.017943066818514927,"score_gpt":0.27489252771407613,"score_spread":0.2569494608955612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413344168","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13583332,0.001045798,0.8262657,0.001663417,0.0034194381,0.005574008,0.00027627344,0.000971312,0.024950746],"genre_scores_gemma":[0.9965376,0.000012546266,0.000033901168,0.00039424622,0.00023486587,0.0007597478,0.00027448297,0.000058150974,0.0016944616],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99720526,0.00012923409,0.0010465172,0.00069346064,0.0005520828,0.00037342485],"domain_scores_gemma":[0.9986083,0.000103796534,0.00040312274,0.00064449996,0.00020842685,0.000031837015],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005270136,0.0004665394,0.0004491956,0.0013382123,0.00073575025,0.0006437847,0.00035191304,0.00018157632,0.0004463779],"category_scores_gemma":[0.000015381758,0.00049156585,0.00012708361,0.0013354261,0.000073793635,0.0008711748,0.0000069273456,0.00040015456,0.00026193055],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111802925,0.0010378426,0.0010021962,0.0003500928,0.000076703254,0.000008808402,0.00009885437,0.9746214,0.015211244,0.004819983,0.00072854245,0.0019324939],"study_design_scores_gemma":[0.009903513,0.00026725637,0.0050978414,0.0011556506,0.00044035545,0.0000023074647,0.002945058,0.9237054,0.0054520583,0.0006747655,0.048502427,0.0018533658],"about_ca_topic_score_codex":0.0044907387,"about_ca_topic_score_gemma":0.008698449,"teacher_disagreement_score":0.8607043,"about_ca_system_score_codex":0.0005546596,"about_ca_system_score_gemma":0.00009367985,"threshold_uncertainty_score":0.9997536},"labels":[],"label_agreement":null},{"id":"W4413401571","doi":"10.54097/czpe6381","title":"A comparative study of performance management paradigms of OKRs and KPIs","year":2025,"lang":"en","type":"article","venue":"Journal of Education Humanities and Social Sciences","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Performance indicator; Computer science; Management science; Process management; Engineering; Business","score_opus":0.05412399873433352,"score_gpt":0.327181282033455,"score_spread":0.2730572832991215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413401571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696541,0.00019882082,0.000017513812,0.00027153487,0.00034499087,0.00010807917,3.1456506e-7,0.0000017365206,0.029402925],"genre_scores_gemma":[0.9993654,0.000051768176,0.00003450542,0.00014078167,0.00013055967,0.0000033656547,2.1125267e-7,9.163013e-7,0.00027250272],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.999448,0.000011108879,0.00026404165,0.000056004203,0.00017257835,0.000048249873],"domain_scores_gemma":[0.99928373,0.00002945388,0.00040633787,0.00002357862,0.00025477438,0.0000021504068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002808281,0.000045406476,0.00014508232,0.00027301483,0.0002999603,0.00012915836,0.00009958354,0.000009096153,0.00002248849],"category_scores_gemma":[0.000009153442,0.00003727399,0.000015180121,0.00029346094,0.00022504284,0.0005642727,0.00004211769,0.000030094303,1.5312274e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011792165,0.0014675638,0.39349398,0.0009387027,0.00020543074,5.2772725e-7,0.063291386,0.00016165522,0.000053628035,0.51334524,0.010387273,0.016536701],"study_design_scores_gemma":[0.00059971126,0.00019983188,0.34615046,0.00018778144,0.00012743683,6.231364e-7,0.61851954,0.00016623693,0.000026064194,0.004155,0.02976375,0.00010357153],"about_ca_topic_score_codex":0.0000717672,"about_ca_topic_score_gemma":0.00007978902,"teacher_disagreement_score":0.5552282,"about_ca_system_score_codex":0.000011946553,"about_ca_system_score_gemma":0.00005867644,"threshold_uncertainty_score":0.23070824},"labels":[],"label_agreement":null},{"id":"W4413419498","doi":"10.21872/2024iise_8042","title":"Technology Benchmarking-SWOT for eVTOLs and Vertiports based on literature review.","year":2024,"lang":"en","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Benchmarking; SWOT analysis; Computer science; Process management; Engineering; Business; Marketing","score_opus":0.0064317743928172435,"score_gpt":0.249034944262145,"score_spread":0.24260316986932776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413419498","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019321097,0.2355453,0.102415144,0.30019563,0.014556608,0.012016159,0.00012559784,0.0072433967,0.30858105],"genre_scores_gemma":[0.96121424,0.0013215246,0.0016979998,0.030571643,0.0017100748,0.0004684846,0.0001977425,0.00005770443,0.0027606008],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931544,0.0000025096915,0.00016969712,0.00027637772,0.00010759512,0.0001283885],"domain_scores_gemma":[0.99958163,0.000059990125,0.00004074155,0.00017699527,0.00013472662,0.0000059264844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001655593,0.0001200873,0.00012998554,0.00036841707,0.000072063805,0.00042458283,0.000081144244,0.00006547564,0.00032729],"category_scores_gemma":[0.0001649563,0.000095331954,0.000039924365,0.0009480945,0.000021758895,0.00036781013,0.000045372966,0.00008457469,0.000041633597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045214998,0.000056117842,0.004871188,0.008986317,0.000028610488,0.00006220043,0.000010874697,0.00006265444,0.00012786716,0.099673055,0.796827,0.08924886],"study_design_scores_gemma":[0.00015068025,0.000019908133,0.00012761586,0.0047099837,0.00004089264,0.0000021289964,0.00000736657,0.034059715,0.000045306486,0.002365613,0.9583249,0.0001458964],"about_ca_topic_score_codex":0.0000020324096,"about_ca_topic_score_gemma":0.000009673231,"teacher_disagreement_score":0.9418931,"about_ca_system_score_codex":0.000014254673,"about_ca_system_score_gemma":0.000017039089,"threshold_uncertainty_score":0.40942618},"labels":[],"label_agreement":null},{"id":"W4413735359","doi":"10.1017/pds.2025.10072","title":"Analyzing organizational capability using the TASKS framework","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Design Society","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Process management; Knowledge management; Business","score_opus":0.017841383511886157,"score_gpt":0.25041416868118727,"score_spread":0.2325727851693011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413735359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5562987,0.00028993338,0.42023313,0.012758794,0.0013900979,0.0015710839,0.0000064629285,0.0002656629,0.007186188],"genre_scores_gemma":[0.9903158,0.0000046182313,0.007551203,0.0016124009,0.0003430674,0.000012789899,7.735544e-7,0.000013331298,0.00014600632],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991548,0.000005345845,0.0002559485,0.00019359277,0.00024310857,0.00014722583],"domain_scores_gemma":[0.9984764,0.00015046156,0.00029777028,0.00013992967,0.0009310617,0.000004372107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007248169,0.00011902822,0.00013204842,0.00003746687,0.00054920296,0.00029834436,0.000546061,0.000076960125,0.00006555674],"category_scores_gemma":[0.0010539686,0.00007651967,0.00013411566,0.0021857985,0.00016609678,0.00046721747,0.00033615142,0.00018199353,0.0000032228081],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004049169,0.00012626592,0.69740635,0.0005527082,0.0002517275,4.5043855e-8,0.0013237484,0.0029491156,0.029802766,0.19064021,0.07662349,0.0002830902],"study_design_scores_gemma":[0.0014263623,0.000015125989,0.08279508,0.0015905729,0.0014419641,0.000002770247,0.018692005,0.2511455,0.038453344,0.5819786,0.021236582,0.0012220638],"about_ca_topic_score_codex":0.000035695386,"about_ca_topic_score_gemma":7.2486716e-7,"teacher_disagreement_score":0.61461127,"about_ca_system_score_codex":0.000080882935,"about_ca_system_score_gemma":0.000067989735,"threshold_uncertainty_score":0.42240807},"labels":[],"label_agreement":null},{"id":"W4413866513","doi":"10.5539/hes.v15n4p119","title":"A Virtual Universe for Collaborative Learning to Enhance Teamwork Skills: Framework, System Architecture, and Virtual Learning Environment","year":2025,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Teamwork; Architecture; Computer science; Collaborative learning; Educational technology; Mathematics education; Knowledge management; Psychology; Human–computer interaction","score_opus":0.0091804906259179,"score_gpt":0.2874012489241695,"score_spread":0.2782207582982516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413866513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81151175,0.007359082,0.13206364,0.012969727,0.012167832,0.0038070949,0.000017668104,0.00091717555,0.019186039],"genre_scores_gemma":[0.96524185,0.00010246635,0.001912604,0.001125806,0.00082302606,0.0005702597,0.000014748233,0.000025151796,0.030184105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885255,0.00004753806,0.00027358375,0.00043399693,0.00017855859,0.00021376145],"domain_scores_gemma":[0.9987665,0.0004090081,0.00021049776,0.0001542447,0.00044020155,0.000019579393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020910993,0.00022505879,0.00028018636,0.00036163337,0.0006296744,0.00022459165,0.00011714887,0.00006547561,0.00004448492],"category_scores_gemma":[0.00030380167,0.00022283067,0.000036499627,0.00086894835,0.00008905719,0.00029316536,0.00029177795,0.00019426008,0.000078098434],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005744812,0.0005997177,0.029761216,0.0011183638,0.0009773152,0.0000028450831,0.013770087,0.05104183,0.00057029823,0.7385045,0.09183697,0.071242355],"study_design_scores_gemma":[0.00025937683,0.00006604345,0.003750703,0.0006855543,0.00011226615,1.9775594e-7,0.09771524,0.0000623852,0.00006924133,0.0007913119,0.8961982,0.00028946268],"about_ca_topic_score_codex":0.000014706568,"about_ca_topic_score_gemma":0.000009191165,"teacher_disagreement_score":0.8043612,"about_ca_system_score_codex":0.00021218402,"about_ca_system_score_gemma":0.00008400436,"threshold_uncertainty_score":0.9086771},"labels":[],"label_agreement":null},{"id":"W4413872340","doi":"10.5267/j.ijiec.2025.8.001","title":"Stochastic evolution of interaction-coupled value co-creation behavior of enterprises in high-technology industrial clusters under the perspective of multiple networks","year":2025,"lang":"en","type":"article","venue":"International Journal of Industrial Engineering Computations","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Social Science Fund of China","keywords":"Perspective (graphical); Value (mathematics); Industrial engineering; Business; Materials science; Biochemical engineering; Computer science; Engineering; Artificial intelligence","score_opus":0.013781948111711895,"score_gpt":0.28000639750868395,"score_spread":0.26622444939697204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413872340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5617771,0.00004821056,0.43403652,0.0008411075,0.0029422913,0.00027859875,0.000011709835,0.000014776628,0.00004968311],"genre_scores_gemma":[0.99915963,0.0000028626541,0.00020516205,0.000017294626,0.0005701297,0.000014005378,0.000015137599,0.000010592969,0.000005159322],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99841446,0.000027741205,0.000986811,0.00011511758,0.00035471335,0.00010114368],"domain_scores_gemma":[0.9965261,0.0005633088,0.0012957547,0.000103029415,0.001503111,0.000008672051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032549733,0.00012815672,0.00029259265,0.0018327236,0.00003607098,0.00004931621,0.0003797256,0.00014036622,0.000019001911],"category_scores_gemma":[0.0014031666,0.00011926713,0.00010653409,0.0011214002,0.00009302744,0.00045193997,0.000087722794,0.00038570212,5.261697e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028593573,0.00018423272,0.016569503,0.0000070564197,0.00019676166,0.0000016272859,0.0000686498,0.95907354,0.0006391692,0.022327557,0.000108224245,0.00053772685],"study_design_scores_gemma":[0.0062478697,0.000092105525,0.01716368,0.001348738,0.00027681974,0.000010602064,0.0043062004,0.96784073,0.00063271064,0.0018195432,0.00007906434,0.00018192692],"about_ca_topic_score_codex":0.0007809206,"about_ca_topic_score_gemma":0.000054655902,"teacher_disagreement_score":0.43738258,"about_ca_system_score_codex":0.00043515518,"about_ca_system_score_gemma":0.00020778336,"threshold_uncertainty_score":0.48635724},"labels":[],"label_agreement":null},{"id":"W4414686116","doi":"10.1093/rfs/hhaf081","title":"Dissecting Corporate Culture Using Generative AI","year":2025,"lang":"en","type":"article","venue":"Review of Financial Studies","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Generative grammar; Stakeholder; Organizational culture; Divergence (linguistics); Generative model; Stock (firearms)","score_opus":0.05132572225826569,"score_gpt":0.3416579287374125,"score_spread":0.2903322064791468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414686116","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049897686,0.91142565,0.005920723,0.0047439956,0.0044851094,0.0016394303,0.000016208469,0.00015928714,0.021711923],"genre_scores_gemma":[0.6864993,0.23842989,0.0032043003,0.060567945,0.0066294908,0.00029735157,0.00005566492,0.00006626115,0.0042498247],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991937,0.00001111862,0.0003809999,0.00016991467,0.00012709906,0.000117166455],"domain_scores_gemma":[0.99814457,0.000027133718,0.00046397955,0.000119904806,0.0012413689,0.000003032023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023035005,0.0001381145,0.0004226514,0.00008278389,0.00024556107,0.00004171524,0.000108514025,0.000026641927,0.000018435208],"category_scores_gemma":[0.0019722795,0.000110547066,0.000082359555,0.0011083662,0.000064000975,0.00033593312,0.00017242019,0.00007450501,0.000010581569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070017515,0.00022513016,0.07816941,0.082004,0.00047654126,0.00002246534,0.00058929395,0.00037374548,0.0018106723,0.32827613,0.45271775,0.055264845],"study_design_scores_gemma":[0.00071607035,0.0000245917,0.006915923,0.07605857,0.00076614233,0.0000010473291,0.00080481486,0.0006403216,0.0009346822,0.018055959,0.89437014,0.0007117227],"about_ca_topic_score_codex":0.000029588164,"about_ca_topic_score_gemma":0.00006203753,"teacher_disagreement_score":0.67299575,"about_ca_system_score_codex":0.000044234177,"about_ca_system_score_gemma":0.00004984631,"threshold_uncertainty_score":0.45079786},"labels":[],"label_agreement":null},{"id":"W4415011584","doi":"10.4018/979-8-3693-6279-2.ch002","title":"Critical Human Resource Management Practices Analysis Based on Future Scenario Building","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Respondent; Resilience (materials science); Resource (disambiguation); Human resource management; Resource management (computing); Investment (military); Stratified sampling; Human resources","score_opus":0.016858172438617133,"score_gpt":0.2913275819902925,"score_spread":0.27446940955167537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415011584","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007392296,0.00008317005,0.00572994,0.006727757,0.0005533891,0.00044469393,0.000012539201,0.0003514396,0.9860897],"genre_scores_gemma":[0.027324973,0.000019599804,0.0024108738,0.015604573,0.004837692,0.00006494839,0.0004940845,0.00010925512,0.949134],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99733335,0.000015665388,0.0005864055,0.000910692,0.00083610904,0.00031776621],"domain_scores_gemma":[0.99763495,0.0002568425,0.00076610374,0.0009103872,0.00040738191,0.000024341329],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041527094,0.0005356639,0.000564509,0.0025557724,0.0005015538,0.0014694823,0.00056448096,0.00029425317,0.0072929533],"category_scores_gemma":[0.00018612041,0.00051769975,0.00038328237,0.0007623728,0.0000778512,0.00059213664,0.00040199774,0.0004883233,0.00027876967],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005585273,0.000065588276,0.00025211912,0.0004924828,0.00062159286,0.00006901373,0.0000036194042,0.00094532134,0.0000012553361,0.87072873,0.124813356,0.0019510407],"study_design_scores_gemma":[0.00027601243,0.000010863644,0.00012933694,0.00038754265,0.0034418716,1.2691746e-7,0.0001172055,0.004588166,0.0000013981276,0.0036721667,0.98685396,0.00052133994],"about_ca_topic_score_codex":0.00008038749,"about_ca_topic_score_gemma":0.00032948315,"teacher_disagreement_score":0.8670566,"about_ca_system_score_codex":0.0001546828,"about_ca_system_score_gemma":0.000033981938,"threshold_uncertainty_score":0.9997275},"labels":[],"label_agreement":null},{"id":"W4415202183","doi":"10.64628/aam.4a5jypv4y","title":"A digital twin could help Canada beat wildfires, fix commutes and save tax dollars","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Beat (acoustics); Payment; Tax deduction","score_opus":0.009918265102590513,"score_gpt":0.21661371178866493,"score_spread":0.20669544668607442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415202183","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24033573,0.0030525208,0.0022514332,0.031676877,0.008526497,0.0033473482,0.0022195678,0.0010197699,0.70757025],"genre_scores_gemma":[0.9686302,0.0000780122,0.000185142,0.006542818,0.0008680056,0.00009604738,0.00072795263,0.00003671184,0.022835135],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825615,0.000010730021,0.00044850467,0.00054448843,0.00044222607,0.00029791053],"domain_scores_gemma":[0.99865425,0.00016141376,0.00027920437,0.00057567755,0.00030360796,0.000025874122],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00011798568,0.00041749293,0.00043884703,0.00023778052,0.00021415536,0.002176238,0.00049406406,0.00018537925,0.000352038],"category_scores_gemma":[0.0002738962,0.00040905096,0.00007014643,0.00039308815,0.00007548064,0.0006017058,0.0024561824,0.00039752896,0.000019743333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044112705,0.00006054528,0.14392523,0.0009079468,0.00018635986,0.000041762152,0.000038243317,0.0008001263,0.000004131938,0.0032989706,0.8422262,0.008466357],"study_design_scores_gemma":[0.00048579698,0.000004079169,0.005192312,0.000502187,0.00010607804,0.000001547255,0.0005314945,0.0035888061,0.000019801038,0.0015994031,0.9873069,0.0006616145],"about_ca_topic_score_codex":0.58719385,"about_ca_topic_score_gemma":0.76546556,"teacher_disagreement_score":0.72829443,"about_ca_system_score_codex":0.0001894557,"about_ca_system_score_gemma":0.0005951597,"threshold_uncertainty_score":0.99983615},"labels":[],"label_agreement":null},{"id":"W4415565435","doi":"10.60076/ijstech.v3i2.1162","title":"Adaptive Business Analysis Methodologies; Enabling Agile Transformation in Complex Enterprises","year":2025,"lang":"","type":"article","venue":"Indonesian Journal of Science Technology and Humanities","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Regional Municipality of Niagara","funders":"","keywords":"Agile software development; Agile Unified Process; Business intelligence; Agile usability engineering; Business analytics; Stakeholder; Business process modeling; Business process; Analytics","score_opus":0.049924076000351945,"score_gpt":0.29927315502870244,"score_spread":0.2493490790283505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415565435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8210173,0.0041278414,0.15788937,0.0064686025,0.0012163406,0.00048813084,0.00000909072,0.00009294175,0.008690391],"genre_scores_gemma":[0.9975545,0.00051668554,0.0013043911,0.0003640102,0.00011217592,0.000010903924,0.0000023262298,0.000008520692,0.00012648113],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9972278,0.00007221969,0.0013692182,0.0003776414,0.0004701518,0.00048300458],"domain_scores_gemma":[0.9960996,0.00022054018,0.0011867547,0.00024997984,0.0022249983,0.000018128556],"candidate_categories":["metaepi_narrow","bibliometrics","sts"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0026493878,0.00031388423,0.00084424485,0.028488666,0.0011354202,0.00096079207,0.0010709814,0.00021000301,0.00014170985],"category_scores_gemma":[0.0008396688,0.00030029617,0.0001287012,0.023018941,0.0051357956,0.0049886536,0.00032377307,0.00054843817,0.0000035194048],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00127455,0.00054569,0.309093,0.0010768874,0.0013622118,0.00019581242,0.010195902,0.00763372,0.0053082122,0.607863,0.00033328004,0.05511773],"study_design_scores_gemma":[0.005738334,0.00038126166,0.4509252,0.0031602134,0.00396225,0.00010067012,0.380697,0.014780312,0.0030227264,0.120522745,0.015134829,0.0015744537],"about_ca_topic_score_codex":0.00006492029,"about_ca_topic_score_gemma":0.0003265911,"teacher_disagreement_score":0.48734027,"about_ca_system_score_codex":0.00019062463,"about_ca_system_score_gemma":0.0003997273,"threshold_uncertainty_score":0.9999449},"labels":[],"label_agreement":null},{"id":"W4415674048","doi":"10.2139/ssrn.5665030","title":"Adaptive Business Analysis Methodologies; Enabling Agile Transformation in Complex Enterprises","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Regional Municipality of Niagara","funders":"","keywords":"Agile software development; Cloud computing; Transformation (genetics); Business process; Business process modeling; Business transformation; Key (lock)","score_opus":0.046482640314879635,"score_gpt":0.307001521208521,"score_spread":0.26051888089364134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415674048","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026956923,0.0021128068,0.95811117,0.0021768804,0.0010908211,0.00075731147,0.00003649187,0.00020404319,0.008553539],"genre_scores_gemma":[0.9933103,0.002965167,0.0012408367,0.0004979001,0.000933328,0.000081283106,0.00035094237,0.000032824424,0.0005874705],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9959387,0.00018045018,0.0011063903,0.00055429793,0.0005179537,0.0017022098],"domain_scores_gemma":[0.9974241,0.00020472798,0.001000197,0.0003954564,0.00095895387,0.00001656634],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0033678508,0.00049078075,0.00089381833,0.003492353,0.00028619642,0.0007972578,0.00090285257,0.00028652273,0.00018546254],"category_scores_gemma":[0.00054697704,0.00048772898,0.0004203751,0.004195969,0.000060652088,0.0012307431,0.0005178346,0.0029728822,0.000023202756],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001407262,0.00050675817,0.03652748,0.0010172795,0.0071320003,0.00003340081,0.0013962045,0.705926,0.00022867504,0.15695201,0.0012737022,0.08759926],"study_design_scores_gemma":[0.004303192,0.00007612249,0.03572786,0.0012747571,0.0067234756,0.00003193523,0.023690153,0.16036934,0.00006846629,0.74012744,0.024803841,0.0028034092],"about_ca_topic_score_codex":0.0017972555,"about_ca_topic_score_gemma":0.013637291,"teacher_disagreement_score":0.9663533,"about_ca_system_score_codex":0.0016464281,"about_ca_system_score_gemma":0.0018089699,"threshold_uncertainty_score":0.9997574},"labels":[],"label_agreement":null},{"id":"W4416002023","doi":"10.5465/amproc.2025.10445symposium","title":"Relational Business Models: Emerging Issues and Perspectives","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Stakeholder; Stakeholder engagement; Sustainability; Context (archaeology); Workforce; Social business; Business model; Corporate social responsibility","score_opus":0.03267412432160323,"score_gpt":0.26623561714222765,"score_spread":0.23356149282062444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416002023","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.259857,0.0042462433,0.008131331,0.08283965,0.0003499352,0.0013745311,0.0000033924325,0.00056705135,0.6426309],"genre_scores_gemma":[0.9920865,0.00054352987,0.0015527037,0.0011135915,0.00025890814,0.000051337214,0.0000031727093,0.00001665992,0.0043735453],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988455,0.0000018681868,0.0003170788,0.0003626471,0.0002958966,0.0001769864],"domain_scores_gemma":[0.9994319,0.000018435883,0.0002112937,0.000048650472,0.00028233463,0.0000073907872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028792734,0.00016654677,0.00018471459,0.00068941014,0.00017448876,0.00018145186,0.00022521552,0.00006713495,0.00006655159],"category_scores_gemma":[0.000072244584,0.00017384681,0.000031874853,0.0013716156,0.00010037313,0.0024990246,0.00042923808,0.00011583385,0.000011567022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003649204,0.00004481538,0.0074147293,0.00070689316,0.00008168557,3.0687062e-7,0.0002033738,0.00025224357,0.00006500135,0.9629618,0.023690503,0.0045421883],"study_design_scores_gemma":[0.0018797234,0.000007584707,0.17511733,0.0010155402,0.00038783418,0.0000010083671,0.013855034,0.026074234,0.0001482404,0.30604166,0.47481504,0.000656788],"about_ca_topic_score_codex":0.000025815141,"about_ca_topic_score_gemma":6.3399364e-7,"teacher_disagreement_score":0.73222953,"about_ca_system_score_codex":0.000030169713,"about_ca_system_score_gemma":0.000005409698,"threshold_uncertainty_score":0.70892674},"labels":[],"label_agreement":null},{"id":"W4416284432","doi":"10.63329/av3nz12313","title":"The Role of Agile Leadership in Enhancing Team Dynamics in Digital Organizations","year":2025,"lang":"","type":"article","venue":"Scientific Societal & Behavioral Research Journal","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Yorkville University; Concordia University","funders":"","keywords":"Agile software development; Shared leadership; Transformational leadership; Psychological safety; Servant leadership; Leadership style; Variance (accounting); Key (lock); Transformative learning","score_opus":0.0778424085562821,"score_gpt":0.37055742279803927,"score_spread":0.29271501424175717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416284432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792324,0.004438034,0.00026149594,0.002487654,0.0039992034,0.0010582441,0.000049475144,0.000027920627,0.008445627],"genre_scores_gemma":[0.986465,0.00009525429,0.000026174386,0.00002622859,0.00022343021,0.000026379194,0.00004252221,0.000032632015,0.0130623765],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9942345,0.00018087824,0.0014106522,0.0006011692,0.0021718151,0.0014009792],"domain_scores_gemma":[0.9941152,0.0004221776,0.0004507083,0.00052956695,0.004410615,0.00007177647],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008739315,0.0002752608,0.00035859653,0.0019961034,0.0027994856,0.010949099,0.0015172154,0.00020242095,0.00036838918],"category_scores_gemma":[0.0038578156,0.00024858184,0.00019489363,0.016765151,0.0020145236,0.0034377081,0.0010293839,0.0020827458,0.00010920267],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016926802,0.0024834059,0.86714256,0.0002980016,0.000046059256,0.00004769028,0.0038482433,0.0005412441,0.011398732,0.013792146,0.019145956,0.0810867],"study_design_scores_gemma":[0.0033684738,0.00014956125,0.030047694,0.004239687,0.00013520452,0.000016390712,0.821209,0.049722612,0.003000035,0.036130406,0.050944544,0.0010363571],"about_ca_topic_score_codex":0.00027954637,"about_ca_topic_score_gemma":0.0073337853,"teacher_disagreement_score":0.83709484,"about_ca_system_score_codex":0.0018470184,"about_ca_system_score_gemma":0.0021797426,"threshold_uncertainty_score":0.99999666},"labels":[],"label_agreement":null},{"id":"W4416284576","doi":"10.63329/av3nz12316","title":"The Servant Leader as a Catalyst: An Empirical Investigation of Servant Leadership in Agile Project Management","year":2025,"lang":"","type":"article","venue":"Scientific Societal & Behavioral Research Journal","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Yorkville University","funders":"","keywords":"Servant leadership; Agile software development; Shared leadership; Structural equation modeling; Leadership style; Servant; Neuroleadership; Project management","score_opus":0.3788139279327514,"score_gpt":0.47630875123392735,"score_spread":0.09749482330117593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416284576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801412,0.0026955297,0.00006348347,0.009137744,0.004243621,0.0023238154,0.00002113659,0.00004518102,0.0013282405],"genre_scores_gemma":[0.9711807,0.0002026257,0.00017300622,0.00036446744,0.0004323914,0.00016781104,0.00008264071,0.00004927184,0.027347127],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.98991424,0.00095020124,0.001803331,0.0011641256,0.0042597,0.0019083874],"domain_scores_gemma":[0.9941285,0.00025823587,0.0007328433,0.001083259,0.0036412906,0.00015587275],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.018530628,0.00047950362,0.0005414688,0.0023497206,0.004290747,0.009138546,0.0023123177,0.00028471812,0.00030198414],"category_scores_gemma":[0.0006715812,0.00039048155,0.00039405658,0.011955286,0.0036011173,0.0040600896,0.0013553868,0.0023539052,0.00018578646],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014189129,0.004026721,0.49285382,0.003181515,0.00036456774,0.00064311264,0.022442155,0.0003991951,0.022111334,0.003709392,0.38804215,0.06080713],"study_design_scores_gemma":[0.0067839706,0.00074228307,0.15334335,0.0066653676,0.0008390302,0.00005858187,0.60421497,0.01209076,0.004305731,0.017702099,0.19147111,0.0017827222],"about_ca_topic_score_codex":0.00073811156,"about_ca_topic_score_gemma":0.0019152719,"teacher_disagreement_score":0.5817728,"about_ca_system_score_codex":0.00094919145,"about_ca_system_score_gemma":0.0024062588,"threshold_uncertainty_score":0.9999477},"labels":[],"label_agreement":null},{"id":"W4416576194","doi":"","title":"Evaluation de la Taille Optimale d'un Micro-réseau Isolé en Fonction de Différentes Stratégies de Gestion de l'Énergie (EMS)","year":2025,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Context (archaeology); Work (physics); Production (economics); Process (computing); Function (biology)","score_opus":0.008598595166429326,"score_gpt":0.24013940446109122,"score_spread":0.2315408092946619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416576194","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33898205,0.009943185,0.5293433,0.05820609,0.00079215574,0.0008000954,0.000033748885,0.00037793568,0.06152145],"genre_scores_gemma":[0.94533277,0.0018769131,0.03643531,0.00054455263,0.00019986276,0.00021449468,0.00026990648,0.00005695213,0.015069218],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9918907,0.0058133807,0.0005765416,0.0005763034,0.0005022323,0.0006408007],"domain_scores_gemma":[0.9931829,0.002264486,0.00047379697,0.00086170883,0.0031405573,0.00007658067],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.014292015,0.00034892155,0.00027848405,0.0004444123,0.00077936385,0.0016763223,0.0007198334,0.00037431545,0.0007564611],"category_scores_gemma":[0.008072226,0.0004375391,0.00016858366,0.0012235366,0.00031208136,0.0011090887,0.00044736572,0.0004823722,0.0000711828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016274207,0.002962183,0.19998235,0.0012821294,0.00049897726,0.000018633973,0.010328611,0.022389365,0.099729694,0.23933136,0.03999977,0.38331416],"study_design_scores_gemma":[0.003094264,0.0000021651313,0.12392425,0.004507462,0.00092861487,0.00002988664,0.0028451108,0.5607973,0.097614095,0.025871119,0.17943692,0.0009488656],"about_ca_topic_score_codex":0.0042884774,"about_ca_topic_score_gemma":0.0026233771,"teacher_disagreement_score":0.6063507,"about_ca_system_score_codex":0.001412534,"about_ca_system_score_gemma":0.0011198119,"threshold_uncertainty_score":0.99980766},"labels":[],"label_agreement":null},{"id":"W48001806","doi":"","title":"Incorporating Virtual Teamwork Training into MIS Curricula","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Virtuality (gaming); Teamwork; Virtual team; Team effectiveness; Team composition; Knowledge management; Computer science; Management; Artificial intelligence","score_opus":0.015305399373260628,"score_gpt":0.2192289352449023,"score_spread":0.2039235358716417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W48001806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70755434,0.00026353906,0.10174021,0.008969667,0.043246165,0.003912836,0.00005610408,0.00040182928,0.13385533],"genre_scores_gemma":[0.99695,0.0000019673264,0.0002204796,0.0005459816,0.0018498448,0.000018901708,0.000011321251,0.000009263782,0.00039224778],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980114,0.000030369216,0.0010568814,0.000047987403,0.00071828347,0.0001350622],"domain_scores_gemma":[0.9934439,0.00015927694,0.0046057003,0.00010843954,0.0016695554,0.000013106651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015653393,0.00010674689,0.00022505695,0.00028326645,0.0005254916,0.00044835833,0.0002886901,0.0000812474,0.0000043002383],"category_scores_gemma":[0.0016306331,0.00007833883,0.00016868049,0.00068685634,0.000017139966,0.0046907864,0.00004131234,0.0001468625,0.000049030426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022647028,0.00013149851,0.3433803,0.0004789901,0.00048801114,0.0000030302883,0.021294313,0.1573636,0.00029671658,0.08670149,0.3766405,0.0129950745],"study_design_scores_gemma":[0.0020829753,0.00003919747,0.00656798,0.00036130162,0.00009537084,0.00004339018,0.014165852,0.017751537,0.000045227884,0.00068321754,0.95787156,0.00029238174],"about_ca_topic_score_codex":0.000030865413,"about_ca_topic_score_gemma":0.0000055876667,"teacher_disagreement_score":0.58123106,"about_ca_system_score_codex":0.00037235187,"about_ca_system_score_gemma":0.00010808484,"threshold_uncertainty_score":0.43235296},"labels":[],"label_agreement":null},{"id":"W62147827","doi":"10.1017/cbo9780511550881.033","title":"ENTERPRISE APPLETS AND ARCHIVE FUNCTIONALITY","year":2000,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Java applet; Java; Computer science; Java API for XML-based RPC; Download; World Wide Web; JAR; Operating system; Software; Real time Java; Dependency (UML); Java annotation; Software engineering","score_opus":0.01388006449131326,"score_gpt":0.1788092459245259,"score_spread":0.16492918143321264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W62147827","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027429307,0.00008117313,0.0008410345,0.000047124897,0.00031275858,0.00042956087,0.0002775189,0.00019714005,0.9975394],"genre_scores_gemma":[0.0065824618,0.00008323329,0.000037360485,0.0005266813,0.00081704167,0.0000022247932,0.00026705206,0.00004987145,0.9916341],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987537,0.000010653369,0.00020295827,0.0005415843,0.00028255567,0.00020850603],"domain_scores_gemma":[0.9991077,0.000058139587,0.00025915657,0.00037705328,0.00016143391,0.000036482532],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007886532,0.00035628522,0.0003154193,0.00031217604,0.00026207615,0.00022100922,0.00029226678,0.00017665414,0.00012389751],"category_scores_gemma":[0.000011174077,0.00043299858,0.00012790397,0.000016279479,0.00023678434,0.00035130468,0.000470363,0.00030374783,0.00011392591],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022442864,0.000012798022,0.00006199594,0.00013224482,0.00009709909,0.00009856428,0.000011507604,0.000007408903,0.000008452795,0.8659114,0.13125686,0.002177199],"study_design_scores_gemma":[0.00051953725,0.0000068699296,0.00014829288,0.00012118804,0.00019611133,0.0000047508083,0.000018548764,0.00011812905,0.0000032444989,0.00029395928,0.99817604,0.00039334834],"about_ca_topic_score_codex":0.00032533688,"about_ca_topic_score_gemma":0.000018398294,"teacher_disagreement_score":0.86691916,"about_ca_system_score_codex":0.000079648395,"about_ca_system_score_gemma":0.000044470573,"threshold_uncertainty_score":0.9998122},"labels":[],"label_agreement":null},{"id":"W6958697740","doi":"10.6084/m9.figshare.c.6827059.v1","title":"Protocol for a randomized controlled trial of endoscopic ultrasound guided celiac plexus neurolysis (EUS-CPN) with vs without bupivacaine","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Bupivacaine; Randomized controlled trial; Celiac plexus; Adverse effect; Neurolysis; Endoscopic ultrasound; Malignancy; Cancer","score_opus":0.027926470997959092,"score_gpt":0.3023806804184401,"score_spread":0.274454209420481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958697740","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000038633293,0.000092903385,0.00006737754,0.00015942939,0.00054360175,0.68312174,0.02667068,0.0006626616,0.28867772],"genre_scores_gemma":[0.00022283327,8.944712e-7,0.0001433021,0.0003016696,0.0033480157,0.7762073,0.0139439525,0.0006146842,0.20521729],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972934,0.000071521405,0.0010496287,0.0006598829,0.0005926146,0.00033292812],"domain_scores_gemma":[0.9963104,0.00066062267,0.0018836347,0.00058844686,0.0005333868,0.000023501974],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028808543,0.0006433187,0.0025559627,0.00075141725,0.00006051911,0.0005555681,0.00047113918,0.0002611213,0.16448925],"category_scores_gemma":[0.005767728,0.00044435737,0.0006140507,0.00065049424,0.000035517263,0.00022300999,0.00014033986,0.00020867542,0.000956998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.33929276,0.00008020529,0.0000039705815,0.0034917744,0.00043876457,0.0000056456406,0.000008122397,0.000013584262,0.0000054867282,0.00005131593,0.65659094,0.000017447475],"study_design_scores_gemma":[0.49062565,0.000057955007,3.708802e-7,0.0039183167,0.0004164749,6.348409e-7,0.0000050774893,0.00021125643,0.000009829611,0.00006215727,0.5044609,0.00023139156],"about_ca_topic_score_codex":0.00008396751,"about_ca_topic_score_gemma":0.00013798666,"teacher_disagreement_score":0.16353224,"about_ca_system_score_codex":0.000032530337,"about_ca_system_score_gemma":0.00017863527,"threshold_uncertainty_score":0.9998209},"labels":[],"label_agreement":null},{"id":"W6967892732","doi":"10.5281/zenodo.12734548","title":"D2.3 Brokerage System","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission","keywords":"Process (computing); Sargasso sea; The Internet","score_opus":0.028465353290489156,"score_gpt":0.22693681148650846,"score_spread":0.1984714581960193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6967892732","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05417241,0.000036196485,0.0051955604,0.0021255973,0.0008587304,0.0007566941,0.00008232914,0.009684344,0.92708814],"genre_scores_gemma":[0.9949725,0.000010006283,0.000026257576,0.0003043596,0.0008127134,8.868084e-8,0.0010492209,0.0010069851,0.0018178602],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987497,0.000049114173,0.00022201453,0.00031307703,0.00036267505,0.00030347548],"domain_scores_gemma":[0.99889743,0.00001649419,0.000113832124,0.00035703933,0.00058768276,0.000027502772],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00055948016,0.00011757093,0.00011270624,0.00048504517,0.0018916065,0.0020030667,0.0006981058,0.000040730167,0.0057027005],"category_scores_gemma":[0.00046656118,0.00012671771,0.000041684583,0.001926596,0.000046094236,0.0007157072,0.001190406,0.00012801612,0.09168366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000344219,0.000050121205,0.0000415609,0.0003133225,0.000030141373,0.00004238306,0.00021854324,0.000439074,0.0020113154,0.053492066,0.9074388,0.035888247],"study_design_scores_gemma":[0.000294047,0.000010437367,0.0009056413,0.000040597002,0.0000099839635,0.000011329569,0.0006707681,0.0038564298,0.00004289492,0.0001194041,0.9938987,0.00013975285],"about_ca_topic_score_codex":0.00002482415,"about_ca_topic_score_gemma":5.1563705e-7,"teacher_disagreement_score":0.9408001,"about_ca_system_score_codex":0.00009853374,"about_ca_system_score_gemma":0.0000017551544,"threshold_uncertainty_score":0.99940777},"labels":[],"label_agreement":null},{"id":"W6991568159","doi":"","title":"Home Program of Hip Abductor Exercises: Effect on Knee Joint Loading, Strength, Function and Pain in Persons with Knee Osteoarthritis","year":2010,"lang":"en","type":"article","venue":"DigitalCommons-Cedarville (Cedarville University)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Knee Joint; Gait; Knee pain; Trunk; Gait analysis; Weakness; Arthropathy","score_opus":0.006058801739962045,"score_gpt":0.17830968380919818,"score_spread":0.17225088206923614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991568159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56128484,0.000022419865,0.00005818547,0.00009200513,0.00025457938,0.0008035872,0.000032358315,0.0002114967,0.43724054],"genre_scores_gemma":[0.9993844,0.0000067866968,0.00014402768,0.00009105094,0.00016298369,0.000028975095,0.00009513875,0.00006334413,0.00002327444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808645,0.000057675457,0.00035424373,0.0006348383,0.00040436137,0.0004624425],"domain_scores_gemma":[0.9986215,0.00021750857,0.0003391387,0.0005156443,0.00023367963,0.00007253365],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030331733,0.00045275723,0.00055002846,0.0015660673,0.00016601845,0.00032878268,0.00026006336,0.0001816963,0.00017343785],"category_scores_gemma":[0.0002033856,0.00044690428,0.00013624459,0.0017562967,0.00028467644,0.0016347746,0.00026638212,0.00042419034,0.000033993874],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018568303,0.0011115568,0.09053242,0.0004603569,0.0001199552,0.00013961538,0.000019434261,0.000090138936,0.0012367221,0.67602473,0.0007806717,0.22762755],"study_design_scores_gemma":[0.026159436,0.012516718,0.03626828,0.0018180116,0.00057837804,0.000033386787,0.009253488,0.0015886122,0.0009915815,0.00023963356,0.9070596,0.0034928434],"about_ca_topic_score_codex":0.00024107649,"about_ca_topic_score_gemma":0.00093346456,"teacher_disagreement_score":0.90627897,"about_ca_system_score_codex":0.00009323188,"about_ca_system_score_gemma":0.000059867423,"threshold_uncertainty_score":0.9997983},"labels":[],"label_agreement":null},{"id":"W6996988756","doi":"","title":"System structure for virtual manufacturing","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"","score_opus":0.007166024380410257,"score_gpt":0.2045276398993847,"score_spread":0.19736161551897444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996988756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85074997,0.000009350453,0.0023339659,0.00056595664,0.0009405799,0.00047177647,0.000028398752,0.000377827,0.14452218],"genre_scores_gemma":[0.9955517,5.64626e-7,0.0003749272,0.0005084791,0.0015480577,0.000028751418,0.00002739708,0.000019713862,0.0019403861],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993976,0.0000028210602,0.00014435689,0.00016704798,0.00013166656,0.00015652027],"domain_scores_gemma":[0.99970967,0.000022412773,0.000056207307,0.00015146506,0.0000533802,0.000006874833],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000054484717,0.00009930842,0.00010118672,0.00007341418,0.00014599334,0.00023474879,0.00014177864,0.000039528066,0.004078261],"category_scores_gemma":[0.000015055388,0.00009182744,0.000038318336,0.00010712948,0.000013386679,0.00044411264,0.000027089694,0.000046125864,0.00025679878],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006489299,0.00010127059,0.0032671553,0.0014714187,0.00014218855,0.000026299742,0.00026619202,0.008977905,0.016299266,0.237445,0.2709999,0.46035448],"study_design_scores_gemma":[0.0009970827,0.0000138302585,0.0014729775,0.00008789862,0.000047754056,0.000003308956,0.00039725765,0.010630543,0.004148469,0.0051924186,0.9766659,0.000342542],"about_ca_topic_score_codex":0.000010676637,"about_ca_topic_score_gemma":0.000017940594,"teacher_disagreement_score":0.705666,"about_ca_system_score_codex":0.000031162017,"about_ca_system_score_gemma":0.0000078759085,"threshold_uncertainty_score":0.99683213},"labels":[],"label_agreement":null},{"id":"W7009002136","doi":"","title":"Diesel Generator Market: Sustainable Power Solutions | North America Rapidly Growing by United States, Canada","year":2024,"lang":"en","type":"other","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diesel generator; Diesel fuel; Generator (circuit theory); Power (physics); Government (linguistics)","score_opus":0.004480957078867961,"score_gpt":0.18487313014016046,"score_spread":0.18039217306129252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009002136","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000064782645,0.0029517817,0.0016091903,0.0038788128,0.0017305359,0.0006246871,0.0004462125,0.0008363729,0.98785764],"genre_scores_gemma":[0.0016535823,0.00016378013,0.00006074078,0.007311401,0.00090220314,0.00010202754,0.002306799,0.0005823611,0.9869171],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980425,0.00001953114,0.0003358699,0.0005147047,0.0004397522,0.0006476043],"domain_scores_gemma":[0.99898255,0.00003169484,0.00023660532,0.00040013148,0.00031367887,0.000035363882],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009539177,0.0004357895,0.00033190576,0.0007905497,0.00022155214,0.0007419688,0.00033467013,0.00010706296,0.023155702],"category_scores_gemma":[0.0000899417,0.00041351226,0.00006714044,0.0023004476,0.00006201024,0.00043903876,0.0003904582,0.00023005874,0.00044128337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067869446,0.000025748703,0.00015965373,0.00032266747,0.00015951903,0.00006164719,0.000012386343,0.00010991213,0.0000018651724,0.001360087,0.9977045,0.0000752259],"study_design_scores_gemma":[0.00014966416,0.0000036646297,0.000010237331,0.000072624665,0.00008569643,3.0117707e-7,0.0018853104,0.0011667184,5.43175e-7,0.000052058924,0.9960828,0.00049037463],"about_ca_topic_score_codex":0.807636,"about_ca_topic_score_gemma":0.6939006,"teacher_disagreement_score":0.11373542,"about_ca_system_score_codex":0.00031908654,"about_ca_system_score_gemma":0.00038970556,"threshold_uncertainty_score":0.9998317},"labels":[],"label_agreement":null},{"id":"W7036218736","doi":"","title":"2020 01 08 André Tourigny de l'équipe Canada Junior","year":2020,"lang":"fr","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Field (mathematics); Government (linguistics)","score_opus":0.0037956562967994155,"score_gpt":0.16227230175684249,"score_spread":0.15847664546004306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036218736","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015656801,0.0010416666,0.000004707566,0.007204648,0.0017678635,0.0007370644,0.00019963906,0.00014178563,0.98874605],"genre_scores_gemma":[0.008100166,0.00027588801,0.00058025564,0.006153251,0.0019910517,0.000031791544,0.0003458828,0.00014065717,0.98238105],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969797,0.00006811237,0.001187517,0.00038163207,0.00077869993,0.00060432096],"domain_scores_gemma":[0.9974173,0.00017607809,0.0012920101,0.000446448,0.0005385602,0.00012964345],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002246664,0.00063954404,0.0006962586,0.00010152565,0.00022167701,0.00044478016,0.000701132,0.00039984754,0.81296134],"category_scores_gemma":[0.0007088735,0.00071631756,0.00019561205,0.000059588157,0.00015751384,0.0000023119203,0.00032626206,0.00046140136,0.023812126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016161788,0.000053165797,0.00015056515,0.0020969033,0.00013218139,0.00014867174,0.00010321465,0.0024907237,9.0976005e-7,0.00024037906,0.9919772,0.0024444412],"study_design_scores_gemma":[0.0008586636,0.000044819368,0.000105095394,0.0005434312,0.00018009207,0.00003349123,0.0003416817,0.00055464497,0.000008080172,0.000017257968,0.99663097,0.0006818007],"about_ca_topic_score_codex":0.45396557,"about_ca_topic_score_gemma":0.6237351,"teacher_disagreement_score":0.7891492,"about_ca_system_score_codex":0.00034695843,"about_ca_system_score_gemma":0.00048570006,"threshold_uncertainty_score":0.99952877},"labels":[],"label_agreement":null},{"id":"W7038132238","doi":"","title":"Fusarium head blight of wheat: evaluation of the efficacies of fungicides towards Fusarium graminearum 3-ADON and 15-ADON isolates in spring wheat and assess the genetic differences between 3-ADON isolates from Canada and China","year":2011,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chemotype; Fusarium; Fungicide; Mycotoxin; Vomitoxin; Blight; Gibberella zeae; Trichothecene; Spring (device)","score_opus":0.022299689024857322,"score_gpt":0.20913400633715856,"score_spread":0.18683431731230124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038132238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99692535,0.0014063425,0.00004019946,0.0003406653,0.00026101372,0.0005578933,0.00009291541,0.000009931488,0.00036570703],"genre_scores_gemma":[0.99952495,0.00019194632,0.00006823598,0.000007260735,0.00005968961,0.0000015174463,0.00008586779,0.000016659458,0.0000438882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998606,0.00010450081,0.00031548095,0.0003310452,0.00047742945,0.00016552486],"domain_scores_gemma":[0.99824524,0.00015052022,0.0008311076,0.000286493,0.00046900337,0.000017632188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034582693,0.0002714153,0.00055901665,0.0003044511,0.0001924894,0.00006151389,0.00036025903,0.00016426259,0.000008578648],"category_scores_gemma":[0.0000890604,0.00023051951,0.00005895333,0.00042609053,0.00021065086,0.00039040187,0.00024977545,0.00019134264,2.028548e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013171678,0.00004132265,0.99127173,0.0007324066,0.00011061451,6.73454e-7,0.0010079594,0.000061684485,0.00445283,0.00006869423,0.000021980184,0.0020983757],"study_design_scores_gemma":[0.00058964355,0.000037924146,0.9822353,0.00039477143,0.0005807155,2.1145381e-7,0.010541451,0.0024503944,0.002557524,0.00038580105,0.00003022988,0.00019604749],"about_ca_topic_score_codex":0.7153775,"about_ca_topic_score_gemma":0.9662256,"teacher_disagreement_score":0.25084814,"about_ca_system_score_codex":0.000053681953,"about_ca_system_score_gemma":0.00015183419,"threshold_uncertainty_score":0.9400313},"labels":[],"label_agreement":null},{"id":"W7071637233","doi":"","title":"System structure for virtual manufacturing","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"","score_opus":0.007166024380410257,"score_gpt":0.2045276398993847,"score_spread":0.19736161551897444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071637233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85074997,0.000009350453,0.0023339659,0.00056595664,0.0009405799,0.00047177647,0.000028398752,0.000377827,0.14452218],"genre_scores_gemma":[0.9955517,5.64626e-7,0.0003749272,0.0005084791,0.0015480577,0.000028751418,0.00002739708,0.000019713862,0.0019403861],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993976,0.0000028210602,0.00014435689,0.00016704798,0.00013166656,0.00015652027],"domain_scores_gemma":[0.99970967,0.000022412773,0.000056207307,0.00015146506,0.0000533802,0.000006874833],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000054484717,0.00009930842,0.00010118672,0.00007341418,0.00014599334,0.00023474879,0.00014177864,0.000039528066,0.004078261],"category_scores_gemma":[0.000015055388,0.00009182744,0.000038318336,0.00010712948,0.000013386679,0.00044411264,0.000027089694,0.000046125864,0.00025679878],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006489299,0.00010127059,0.0032671553,0.0014714187,0.00014218855,0.000026299742,0.00026619202,0.008977905,0.016299266,0.237445,0.2709999,0.46035448],"study_design_scores_gemma":[0.0009970827,0.0000138302585,0.0014729775,0.00008789862,0.000047754056,0.000003308956,0.00039725765,0.010630543,0.004148469,0.0051924186,0.9766659,0.000342542],"about_ca_topic_score_codex":0.000010676637,"about_ca_topic_score_gemma":0.000017940594,"teacher_disagreement_score":0.705666,"about_ca_system_score_codex":0.000031162017,"about_ca_system_score_gemma":0.0000078759085,"threshold_uncertainty_score":0.99683213},"labels":[],"label_agreement":null},{"id":"W7104528703","doi":"10.1177/21582440251387390","title":"Navigating Interdependencies In Collaborative Innovation: A Data-Driven Dematel Framework","year":2025,"lang":"en","type":"article","venue":"SAGE Open","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Lietuvos Mokslo Taryba","keywords":"Interdependence; Blueprint; Corporate governance; Knowledge sharing; Open innovation; Dynamic capabilities; Collaborative learning; Competitive advantage; Principal (computer security); Serendipity","score_opus":0.0338996753782836,"score_gpt":0.3550154049775839,"score_spread":0.3211157295993003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104528703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48725992,0.00091283326,0.07188349,0.02879681,0.004693856,0.0066525014,0.000202579,0.000596505,0.3990015],"genre_scores_gemma":[0.98977643,0.000010149169,0.0046554287,0.004276906,0.00026088912,0.0001456094,0.00020590378,0.00001796399,0.00065069145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986633,0.000027974755,0.00049712055,0.00041930453,0.00019308085,0.00019923388],"domain_scores_gemma":[0.9985668,0.00014310985,0.00026266128,0.00062526687,0.00039721976,0.0000049268756],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006178744,0.00015905348,0.00024644463,0.00021380444,0.00019375255,0.0016740034,0.0015016224,0.00008026503,0.0005421063],"category_scores_gemma":[0.0014468711,0.00016125906,0.000011994576,0.005568163,0.0000511651,0.0033179955,0.0030821827,0.00031793452,0.00015663134],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035162634,0.00040440436,0.36579004,0.00060076686,0.00020432478,0.00012437096,0.0025633303,0.0017866233,0.0005768439,0.4432947,0.06711861,0.11718436],"study_design_scores_gemma":[0.005961968,0.000046781293,0.05769673,0.016510928,0.00017757835,0.0000035056073,0.045659333,0.048169695,0.0007684173,0.18507904,0.6376891,0.0022368878],"about_ca_topic_score_codex":0.0004333105,"about_ca_topic_score_gemma":0.0022246374,"teacher_disagreement_score":0.5705705,"about_ca_system_score_codex":0.000071577866,"about_ca_system_score_gemma":0.0001425881,"threshold_uncertainty_score":0.99936235},"labels":[],"label_agreement":null},{"id":"W7113905603","doi":"10.69557/ax11h224","title":"A relational digital capability cascade: how sensing, agility, and innovation drive B2B performance","year":2025,"lang":"","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Digital transformation; Agile software development; Interdependence; Supply chain; Survey data collection; Market orientation; Mechanism (biology); Position (finance)","score_opus":0.01720398636165609,"score_gpt":0.23408685862891207,"score_spread":0.21688287226725597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113905603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88443375,0.00014620728,0.018988986,0.013301802,0.0013803092,0.00085783354,0.000021855278,0.00017507457,0.0806942],"genre_scores_gemma":[0.97615284,0.00002841324,0.0004341389,0.001340334,0.00045477398,0.000010375957,0.0001528871,0.000019233008,0.02140698],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767864,0.000024333245,0.0007363587,0.0007426783,0.0004670768,0.00035091635],"domain_scores_gemma":[0.9971274,0.0001547473,0.0004075718,0.00041932648,0.001873242,0.000017682289],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00052909355,0.00037640074,0.0003400961,0.0010602021,0.0006848812,0.0028072966,0.00016045029,0.00020920753,0.00027813236],"category_scores_gemma":[0.0013869357,0.00039575755,0.00006013735,0.0048334827,0.00040093603,0.005547291,0.0006026766,0.00033206755,0.000073207426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016891473,0.00021063487,0.74028265,0.0012415949,0.00015882231,0.000008484587,0.00024342907,0.00022758893,0.00015144944,0.17194058,0.025980702,0.059385143],"study_design_scores_gemma":[0.0022778425,0.000041863186,0.43426538,0.0006835721,0.00022397742,0.000007442477,0.0015003426,0.15495348,0.00021015691,0.015642136,0.38909885,0.0010949544],"about_ca_topic_score_codex":0.000058530375,"about_ca_topic_score_gemma":0.00012589504,"teacher_disagreement_score":0.36311814,"about_ca_system_score_codex":0.00019974557,"about_ca_system_score_gemma":0.00020161862,"threshold_uncertainty_score":0.99984944},"labels":[],"label_agreement":null},{"id":"W7125710345","doi":"10.18280/ijsdp.201211","title":"Strategic Agility, Environmental Innovation, and Digital Capability as Drivers of Sustainable Performance Evidence from Village-Owned Enterprises in Indonesia","year":2025,"lang":"","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Sustainability; Strategic planning; Environmental impact assessment","score_opus":0.011785512892242568,"score_gpt":0.2414226361445526,"score_spread":0.22963712325231003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125710345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949591,0.0020464864,0.0004444166,0.00048217468,0.00046927884,0.000403524,0.000007630153,0.000009117069,0.0011782394],"genre_scores_gemma":[0.99845237,0.00031762331,0.00014926077,0.00017568296,0.00015232395,0.000009977664,0.00004412515,0.000013549181,0.00068511744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99678963,0.000041156505,0.0016211898,0.00039218375,0.00075569807,0.0004001467],"domain_scores_gemma":[0.9960874,0.00035381372,0.0015501495,0.00013174444,0.0018417217,0.000035206744],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011068995,0.00033853724,0.0004784009,0.0020437192,0.00024700572,0.0011336316,0.0005029309,0.00013378497,0.0001183837],"category_scores_gemma":[0.00089953624,0.00035379824,0.00004996085,0.0010899816,0.00023651884,0.005398263,0.00075211277,0.00034457014,0.0000023936136],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001158968,0.00019976299,0.9860131,0.0006378055,0.0002761648,0.0007136196,0.005027619,0.0009314837,0.000143494,0.0024810724,0.00012499573,0.002291917],"study_design_scores_gemma":[0.002343263,0.000071532195,0.77998847,0.002806784,0.00007414285,0.0000164257,0.20403084,0.0008379814,0.0007475407,0.0045538684,0.0041127736,0.00041637776],"about_ca_topic_score_codex":0.00024086388,"about_ca_topic_score_gemma":0.000007926964,"teacher_disagreement_score":0.20602463,"about_ca_system_score_codex":0.0006627866,"about_ca_system_score_gemma":0.00083187176,"threshold_uncertainty_score":0.99990326},"labels":[],"label_agreement":null},{"id":"W7133369945","doi":"","title":"Implementing Company-Managed Virtual Communities as a Relationship Marketing Tool a Decision System Analysis","year":2009,"lang":"en","type":"article","venue":"ORBi UMONS","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Decision analysis; Decision support system; Information system; Decision system; Work (physics)","score_opus":0.019212593344787244,"score_gpt":0.2636750127049016,"score_spread":0.24446241936011437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133369945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91217166,0.000054137938,0.018431948,0.00081618,0.00026250622,0.00040739484,0.000015771966,0.00055968633,0.06728073],"genre_scores_gemma":[0.99783707,0.0000049674727,0.0006823588,0.0005606499,0.00033953227,0.00002838103,0.00014358445,0.000022071656,0.00038138992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981179,0.000112274036,0.0006341968,0.00025690746,0.00045710406,0.00042159754],"domain_scores_gemma":[0.9980126,0.00079550705,0.0004088844,0.00055621605,0.0002081833,0.00001858644],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017229192,0.00022875456,0.00034255075,0.0010066674,0.0012768356,0.0010623045,0.00039788836,0.00006395844,0.00039640712],"category_scores_gemma":[0.0006703475,0.00023695816,0.00018831289,0.0027467266,0.000036917136,0.0011015647,0.00027283252,0.00022069528,0.00040998321],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035774068,0.00022412276,0.79716563,0.00015129124,0.0005773457,0.000055398512,0.00095462694,0.006391801,0.00014435488,0.1342149,0.023604235,0.036158588],"study_design_scores_gemma":[0.0013178842,0.00003394176,0.8064753,0.00052186794,0.0015214159,0.00000696755,0.030986587,0.09944048,0.000009629974,0.0012475734,0.05757487,0.00086348754],"about_ca_topic_score_codex":0.00062223134,"about_ca_topic_score_gemma":0.0014573244,"teacher_disagreement_score":0.13296732,"about_ca_system_score_codex":0.000110739486,"about_ca_system_score_gemma":0.000025700512,"threshold_uncertainty_score":0.99997467},"labels":[],"label_agreement":null},{"id":"W7133455766","doi":"","title":"How to Build Company-Managed Virtual Communities in Relationship Marketing Programs","year":2008,"lang":"en","type":"article","venue":"ORBi UMONS","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Digital marketing; The Internet; Customer relationship management; Relationship marketing; Work (physics); Business marketing","score_opus":0.037963817112459206,"score_gpt":0.2424117280744005,"score_spread":0.20444791096194131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133455766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96767044,0.000039536655,0.0014109234,0.0067274095,0.0003204399,0.0005493754,0.0000033489387,0.00028929833,0.022989204],"genre_scores_gemma":[0.99610084,0.00000947419,0.0005894749,0.00068438455,0.00031657738,0.00011342182,0.00006958288,0.00002972843,0.002086502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989535,0.00007343994,0.00025551996,0.0001784122,0.00025163064,0.0002874817],"domain_scores_gemma":[0.9990833,0.0002887012,0.00012291536,0.00034886049,0.00013685471,0.000019385336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000498101,0.00016232372,0.00018260074,0.0004582437,0.00048038384,0.0004911991,0.00031597406,0.000051625717,0.000087793815],"category_scores_gemma":[0.0006302067,0.00017437644,0.0000449051,0.0012969502,0.000090537316,0.00095927424,0.0002493696,0.00023814637,0.00016801525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060047674,0.0001258753,0.9646518,0.000043150794,0.000010585359,0.00002531672,0.00070062664,0.000662615,0.000026368056,0.008780109,0.021609765,0.0033037227],"study_design_scores_gemma":[0.0007691682,0.000021878937,0.6227198,0.00027304247,0.000022150316,0.0000058604824,0.010033776,0.0034936091,0.0000066768634,0.00036942854,0.3617945,0.00049009017],"about_ca_topic_score_codex":0.00078499987,"about_ca_topic_score_gemma":0.0042156093,"teacher_disagreement_score":0.341932,"about_ca_system_score_codex":0.000058158053,"about_ca_system_score_gemma":0.000021166292,"threshold_uncertainty_score":0.7110865},"labels":[],"label_agreement":null},{"id":"W7133517367","doi":"10.5220/0014174200004932","title":"Immersive Virtual Environments for Stakeholder Collaboration AI Driven Digital Spaces Enabling Enhanced Communication Innovation and Productivity in Decentralized Workflows","year":2025,"lang":"","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Workflow; Productivity; Stakeholder; Collaborative software; Work (physics); Virtual reality","score_opus":0.016468472539487293,"score_gpt":0.2623305358381967,"score_spread":0.2458620632987094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133517367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8357025,0.0006585245,0.14502545,0.011080714,0.0009008384,0.004672676,0.00004972745,0.0000551661,0.0018544239],"genre_scores_gemma":[0.9937301,0.00032143955,0.00039956046,0.00079966715,0.00014140742,0.00036038726,0.00054463575,0.00003314844,0.0036696207],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974336,0.00006769856,0.0009829077,0.0007708794,0.0003296984,0.00041521047],"domain_scores_gemma":[0.9978034,0.00025799673,0.00068744563,0.0004973085,0.0007374679,0.000016370373],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005529763,0.00039711958,0.00043319602,0.0010946606,0.00049475953,0.0026049216,0.00027171161,0.00016290716,0.0001019501],"category_scores_gemma":[0.0012061561,0.0004576176,0.00004250352,0.004245778,0.00018868259,0.007133234,0.00037047648,0.00022660548,0.0000131749985],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007435975,0.004675094,0.2936543,0.0022003276,0.0011268791,0.0000052114638,0.007840396,0.0364598,0.13473852,0.32539472,0.017732585,0.1687362],"study_design_scores_gemma":[0.03935629,0.00038125025,0.046563778,0.0048160776,0.0009883721,0.0000011445284,0.08649941,0.08698839,0.07034747,0.023783775,0.6356434,0.0046306066],"about_ca_topic_score_codex":0.00006745428,"about_ca_topic_score_gemma":0.0008286415,"teacher_disagreement_score":0.61791086,"about_ca_system_score_codex":0.00035332053,"about_ca_system_score_gemma":0.00018327171,"threshold_uncertainty_score":0.99978757},"labels":[],"label_agreement":null},{"id":"W7140308414","doi":"10.1109/gcwcn66157.2025.11448351","title":"Cloud-Integrated Enterprise Resource Planning for Sustainable Business Growth","year":2025,"lang":"","type":"article","venue":"","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Enterprise resource planning; Enterprise planning system; Enterprise life cycle; Sustainable business; Enterprise software; Business enterprise; Sustainable development; Sustainability","score_opus":0.00839105631021654,"score_gpt":0.24476868017911765,"score_spread":0.2363776238689011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7140308414","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013233,0.0028060393,0.52104753,0.014623403,0.0050457204,0.0051465267,0.00003552238,0.0010996335,0.43696263],"genre_scores_gemma":[0.7569215,0.000043302494,0.00048038713,0.007454743,0.002247488,0.00045059688,0.00023295914,0.00012289124,0.23204608],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958446,0.00005182012,0.0012350052,0.0011224403,0.000445642,0.0013004859],"domain_scores_gemma":[0.99184763,0.00047865525,0.0005972517,0.0007206099,0.0063103144,0.000045541976],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009412835,0.000773684,0.0007671539,0.0016331079,0.0013071545,0.0039517446,0.0009842623,0.00032500006,0.0011883307],"category_scores_gemma":[0.0034412139,0.00078295224,0.0002575498,0.0068312204,0.00017341888,0.0027686937,0.00094512966,0.00034643745,0.00014959893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002027021,0.0004096561,0.016986866,0.0044478606,0.00028529938,0.0000658641,0.00019250553,0.0016190703,0.00005378324,0.17460994,0.7979627,0.0013394356],"study_design_scores_gemma":[0.002844276,0.000034226796,0.00090557174,0.0013286858,0.00041031145,0.000001047384,0.013772264,0.015952194,0.0002477697,0.0058026644,0.9579161,0.0007849227],"about_ca_topic_score_codex":0.00093098095,"about_ca_topic_score_gemma":0.000060702616,"teacher_disagreement_score":0.7436885,"about_ca_system_score_codex":0.00039541183,"about_ca_system_score_gemma":0.0005383369,"threshold_uncertainty_score":0.999993},"labels":[],"label_agreement":null},{"id":"W759681074","doi":"","title":"Fuzzy systems modeling of ease of doing business indicators","year":2008,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Fuzzy logic; Business; Process management; Artificial intelligence","score_opus":0.014481221638619517,"score_gpt":0.18252578839039532,"score_spread":0.16804456675177581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W759681074","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3383303,0.00007884354,0.013102311,0.00004316663,0.00039509966,0.00027670636,0.000009123571,0.000092587674,0.6476719],"genre_scores_gemma":[0.98842406,0.0000111336885,0.00021158469,0.0000347806,0.00015234693,7.0699207e-7,0.000008313094,0.000018747578,0.011138341],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904853,0.000016431164,0.00028465805,0.00021462345,0.00026633838,0.00016939169],"domain_scores_gemma":[0.9990473,0.000024242245,0.00036026415,0.00021370921,0.00033726363,0.000017220877],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077537,0.0001475739,0.00026141203,0.00056709925,0.00012528109,0.00003607678,0.00031200555,0.000066062064,0.0028337447],"category_scores_gemma":[0.000027360657,0.00016319219,0.00006421326,0.0022565695,0.00008849922,0.00093555375,0.000221668,0.00007306733,0.000025552767],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006658495,0.0005271111,0.40167806,0.0029707833,0.00030320778,0.00028819195,0.00083492784,0.5125965,0.0017166465,0.049132172,0.0021836024,0.027102932],"study_design_scores_gemma":[0.007159458,0.000061005336,0.009750188,0.0015389732,0.00059749326,0.000022127775,0.017494397,0.14940597,0.000495949,0.00030871728,0.81137365,0.0017920621],"about_ca_topic_score_codex":0.00078129245,"about_ca_topic_score_gemma":0.000047841626,"teacher_disagreement_score":0.80919003,"about_ca_system_score_codex":0.000043389417,"about_ca_system_score_gemma":0.00006007627,"threshold_uncertainty_score":0.9980778},"labels":[],"label_agreement":null},{"id":"W812790882","doi":"","title":"How to Meet the Challenge of the Open Workforce","year":2015,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Globalization; Globe; Business; Marketing; Work (physics); Talent management; Agile software development; Public relations; Economic growth; Management; Economics; Political science; Engineering","score_opus":0.05897036954781008,"score_gpt":0.3006252940900957,"score_spread":0.24165492454228563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W812790882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71473056,0.013336865,0.0026515839,0.21084689,0.019625718,0.0025322407,0.000101046324,0.00005194887,0.036123153],"genre_scores_gemma":[0.9850786,0.00028809864,0.0011746278,0.0041983644,0.008656652,0.0000065434056,0.0000017435667,0.00008454369,0.0005108282],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944831,0.000082011014,0.0022991728,0.0002647858,0.0023849288,0.00048597832],"domain_scores_gemma":[0.98511136,0.00022048366,0.006729847,0.0008556761,0.0069712345,0.00011139795],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0032171996,0.00047360288,0.0010634497,0.0006676928,0.00026795588,0.0016788751,0.0052087978,0.00016631275,0.00011244018],"category_scores_gemma":[0.0020808945,0.0002687119,0.00054033386,0.0021972219,0.00015478223,0.007034014,0.0009777136,0.00079772325,0.000012812497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047952547,0.0027287486,0.10656662,0.00040781798,0.0012026121,0.00037349583,0.0029061171,0.0060208947,0.0012620992,0.037899967,0.8183864,0.017450023],"study_design_scores_gemma":[0.0068166745,0.000615288,0.01380571,0.003300409,0.0008893045,0.00071948866,0.012534495,0.0003855046,0.00029684967,0.03145914,0.92827964,0.0008975258],"about_ca_topic_score_codex":0.000052160976,"about_ca_topic_score_gemma":0.0006035349,"teacher_disagreement_score":0.27034804,"about_ca_system_score_codex":0.00032122177,"about_ca_system_score_gemma":0.00088353147,"threshold_uncertainty_score":0.9999765},"labels":[],"label_agreement":null},{"id":"W98613704","doi":"10.4018/978-1-59140-553-5.ch048","title":"Best Practices for Effective Virtual Teams","year":2005,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Interdependence; Virtual team; Knowledge management; Productivity; Virtual organization; Work (physics); Diversity (politics); Best practice; Computer science; Business; Engineering; Sociology; Management; Geography","score_opus":0.01916868706856286,"score_gpt":0.2774966661508147,"score_spread":0.25832797908225186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W98613704","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013126979,0.00019547567,0.00074588245,0.00028020728,0.0015366338,0.0017487893,0.00013930268,0.000240215,0.99498224],"genre_scores_gemma":[0.19964212,0.000007963133,0.000531684,0.0049778935,0.020298855,0.000631584,0.000093616836,0.00022531627,0.773591],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998286,0.0000058504356,0.00040682868,0.00058213173,0.00040438786,0.00031481692],"domain_scores_gemma":[0.9976061,0.00016410717,0.0012929636,0.00038332382,0.00052908383,0.000024431622],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018661274,0.0004897018,0.00043775653,0.00015018601,0.0002195528,0.00066312705,0.00037039927,0.00033716243,0.00018904786],"category_scores_gemma":[0.000344859,0.00049642986,0.00022162376,0.00004258919,0.00008923297,0.00058164494,0.00024180698,0.00022300605,0.0015083653],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017093384,0.000026859903,0.000048774073,0.00010883494,0.00013259891,0.000010373728,0.000010573584,0.000026791658,0.000007969466,0.9142781,0.02647285,0.058705345],"study_design_scores_gemma":[0.0006526856,0.000064113425,0.000010414372,0.00025146612,0.00032102494,0.000003902929,0.00005076453,0.000102366204,0.000008411393,0.05956376,0.9384626,0.0005084527],"about_ca_topic_score_codex":0.0003338803,"about_ca_topic_score_gemma":0.0011726663,"teacher_disagreement_score":0.9119898,"about_ca_system_score_codex":0.0002868508,"about_ca_system_score_gemma":0.00011584398,"threshold_uncertainty_score":0.9997487},"labels":[],"label_agreement":null}]}