{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1127,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1127,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"838016be6ea8","filters":{"topic":"Quality and Supply Management"}},"results":[{"id":"W2056370415","doi":"10.1016/s0272-6963(02)00022-0","title":"Effective case research in operations management: a process perspective","year":2002,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":1026,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Perspective (graphical); Process (computing); Computer science; Process management; Management science; Operations management; Business; Engineering","authors":[{"name":"Ian Stuart","is_ca":true},{"name":"David McCutcheon","is_ca":true},{"name":"Robert Handfield","is_ca":true},{"name":"Ron McLachlin","is_ca":true},{"name":"Daniel Samson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0664456629183847,"gpt":0.359655527395665,"spread":0.2932098644772803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1119133,0.001355366,0.001372825,0.01156196,0.005953134,0.02180254,0.005294655,0.007391985,0.009690549],"category_scores_gemma":[0.1153194,0.0009026152,0.0007681597,0.009725953,0.02657176,0.02264841,0.006611393,0.004985297,0.001147537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008453936,"about_ca_system_score_gemma":0.01202249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001960848,"about_ca_topic_score_gemma":0.001647589,"domain_scores_codex":[0.8355574,0.1496118,0.002919672,0.001227607,0.008585642,0.002097833],"domain_scores_gemma":[0.6597044,0.3147372,0.005699654,0.007753655,0.009055359,0.003049819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003576026,0.000360765,0.0008162968,0.0008568331,0.00001962639,0.0003863376,0.007249573,0.001602044,0.0001374557,0.9423751,0.003053853,0.04310644],"study_design_scores_gemma":[0.0001097079,0.0003207161,0.0008623726,0.003668757,0.00003298794,0.0006378917,0.0257929,0.006409676,0.0009198057,0.8987394,0.06244902,0.00005680843],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03718247,0.03257214,0.4946662,0.1078163,0.001610045,0.004448721,0.0002424648,0.0002361946,0.3212255],"genre_scores_gemma":[0.6633344,0.02602099,0.2917008,0.003330375,0.0009104366,0.004384676,0.0001779205,0.00007182299,0.01006859],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1119133,"threshold_uncertainty_score":0.591861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105737803","doi":"10.1016/j.jom.2006.02.003","title":"Examining the effects of contextual factors on TQM and performance through the lens of organizational theories: An empirical study","year":2006,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":761,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Total quality management; Contingency theory; Contingency; Context (archaeology); Scope (computer science); Empirical research; Argument (complex analysis); Business; Organizational performance; Process management; Knowledge management; Quality (philosophy); Psychology; Marketing; Computer science; Statistics; Lean manufacturing; Mathematics","authors":[{"name":"Ismail Sila","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03056908305565134,"gpt":0.273505338618403,"spread":0.2429362555627516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008825709,0.0003820489,0.0005160681,0.002460272,0.001848829,0.003010455,0.0008736823,0.0008296355,0.0034462],"category_scores_gemma":[0.03749816,0.0004018946,0.0005645948,0.004064733,0.003277064,0.001948143,0.002923077,0.001433941,0.0002212651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003344432,"about_ca_system_score_gemma":0.003634923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00656275,"about_ca_topic_score_gemma":0.008698095,"domain_scores_codex":[0.9904048,0.006355711,0.0003882664,0.0005998352,0.001519103,0.0007322247],"domain_scores_gemma":[0.9051623,0.07219573,0.01226268,0.002925682,0.00482344,0.002630196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002208356,0.00242344,0.9429648,0.0003266559,0.0002463773,0.0003778668,0.01398668,0.00246206,0.0006270357,0.008004608,0.0004076119,0.02795218],"study_design_scores_gemma":[0.00004317215,0.0009094996,0.9460933,0.0001901525,0.0001730515,0.0001003968,0.04011292,0.00661494,0.0006887284,0.003169004,0.001855533,0.00004931148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968169,0.0001342682,0.0007526169,0.0001266028,0.000004039646,0.00005729272,0.000043637,0.000004568011,0.002060027],"genre_scores_gemma":[0.9993247,0.00006947263,0.0004719709,0.00002334613,0.000004312656,0.00003200241,0.0000246441,0.000001894154,0.00004760942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008825709,"threshold_uncertainty_score":0.04667532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085621738","doi":"10.1016/j.jom.2012.02.003","title":"Relationship between quality management practices and innovation","year":2012,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":692,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; Tellabs (Canada)","funders":"","keywords":"Business; Knowledge management; Certification; Product innovation; Product (mathematics); Quality (philosophy); Process (computing); Process management; Set (abstract data type); Quality management; Value (mathematics); Innovation management; New product development; Service (business); Computer science; Marketing; Management; Economics","authors":[{"name":"Dong‐Young Kim","is_ca":false},{"name":"Vinod Kumar","is_ca":true},{"name":"Uma Kumar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1639335426794735,"gpt":0.3761394860560485,"spread":0.212205943376575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007675235,0.0001734088,0.0002522952,0.002680075,0.0005220603,0.002234457,0.0006448504,0.0006118565,0.002263891],"category_scores_gemma":[0.09114499,0.0001614625,0.0004508316,0.004125169,0.001332688,0.001526694,0.001503768,0.001631911,0.0001582724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001901296,"about_ca_system_score_gemma":0.001584104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438791,"about_ca_topic_score_gemma":0.00235204,"domain_scores_codex":[0.9888844,0.005085158,0.001047547,0.0008797059,0.003430168,0.0006729127],"domain_scores_gemma":[0.656961,0.2098164,0.1029242,0.008743822,0.01755256,0.004002045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004348106,0.0002136518,0.9576721,0.00009859613,0.0001485736,0.00004574733,0.0007144688,0.0008404298,0.0003521891,0.001801113,0.0001636954,0.03790596],"study_design_scores_gemma":[0.0000084409,0.0001931908,0.9927216,0.00009822672,0.00005530836,0.0001021002,0.0009807784,0.001971998,0.0003876408,0.001958973,0.001505825,0.00001597102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894907,0.000996781,0.002833582,0.0009290755,0.00001495696,0.00004222675,0.0001353676,0.00002945758,0.005527837],"genre_scores_gemma":[0.9989711,0.0001195907,0.0006873859,0.00002374704,0.00001091022,0.0000103196,0.00004197444,0.000002810099,0.0001320343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007675235,"threshold_uncertainty_score":0.040591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033654649","doi":"10.1108/00251740510597761","title":"An overview of continuous improvement: from the past to the present","year":2005,"lang":"en","type":"article","venue":"Management Decision","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":631,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Originality; Field (mathematics); Computer science; Value (mathematics); Management science; Perspective (graphical); Performance improvement; Process management; Engineering; Sociology; Operations management; Qualitative research; Social science; Artificial intelligence","authors":[{"name":"Nadia Bhuiyan","is_ca":true},{"name":"Amit Baghel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.039561057452535,"gpt":0.2907757659902843,"spread":0.2512147085377493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004852992,0.0007912657,0.0008394108,0.008069679,0.001389934,0.006254614,0.001422538,0.002178916,0.003870409],"category_scores_gemma":[0.00775159,0.0003451956,0.00053142,0.01562618,0.002673409,0.006105795,0.001509793,0.002760631,0.0009202881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005805085,"about_ca_system_score_gemma":0.006786097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005298853,"about_ca_topic_score_gemma":0.004217059,"domain_scores_codex":[0.9950053,0.001999069,0.0004998386,0.0006461255,0.001579825,0.0002699079],"domain_scores_gemma":[0.9883308,0.007200524,0.001069959,0.0004284715,0.002535192,0.0004351182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008999314,0.0001099234,0.001944357,0.01124707,0.0000543484,0.0001299076,0.001551542,0.001234229,0.0004260056,0.0682951,0.03330233,0.8816152],"study_design_scores_gemma":[0.00001376866,0.0002363864,0.005740726,0.01711245,0.00007883654,0.0005962464,0.0022916,0.001456432,0.0007243962,0.04692029,0.9247586,0.00007032145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001044246,0.9651245,0.007418544,0.01160791,0.0008161488,0.00003093567,0.00006605547,0.0001137932,0.01377775],"genre_scores_gemma":[0.04716653,0.9265006,0.01862401,0.003432337,0.001602931,0.0001204686,0.0001586623,0.00005107953,0.002343309],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008069679,"threshold_uncertainty_score":0.04211909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074375935","doi":"10.1111/j.1745-493x.2004.tb00176.x","title":"Understanding and Managing the Services Supply Chain","year":2004,"lang":"en","type":"article","venue":"Journal of Supply Chain Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":627,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Supply chain; Procurement; Service management; Business; Supply chain management; Purchasing; Process management; Service (business); Product (mathematics); Demand chain; Industrial organization; Supply chain risk management; Marketing","authors":[{"name":"Lisa M. Ellram","is_ca":false},{"name":"Wendy L. Tate","is_ca":false},{"name":"Corey Billington","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03561689788946325,"gpt":0.2347306701969643,"spread":0.1991137723075011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018488,0.0004635575,0.0002540094,0.002374801,0.002456728,0.01012644,0.0007234449,0.001846535,0.006738361],"category_scores_gemma":[0.004243926,0.0002866589,0.0002987082,0.003645285,0.003108203,0.0113102,0.002661186,0.001782035,0.0006751633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005738579,"about_ca_system_score_gemma":0.007912885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02440823,"about_ca_topic_score_gemma":0.01510469,"domain_scores_codex":[0.9983479,0.0006824157,0.0001275224,0.0001523261,0.0004608426,0.0002290084],"domain_scores_gemma":[0.9972173,0.001256352,0.0004551661,0.0001638773,0.0006711534,0.0002361418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001932738,0.0000400935,0.006569229,0.0004468701,0.00001844559,0.0007089488,0.01140817,0.02231629,0.0009390229,0.786944,0.0196548,0.1509349],"study_design_scores_gemma":[0.000006149128,0.00003469557,0.002604805,0.0009024438,0.00002770238,0.0003926957,0.02756567,0.03607483,0.001083396,0.5094009,0.4218715,0.00003518835],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1501336,0.02638984,0.338685,0.1195163,0.0007941261,0.0003569572,0.0005098374,0.000677221,0.3629371],"genre_scores_gemma":[0.8932987,0.02226781,0.06093626,0.001720561,0.000336674,0.0001182435,0.0004301818,0.0000739215,0.02081754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02440823,"threshold_uncertainty_score":0.04853231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074536875","doi":"10.1016/j.jom.2005.09.001","title":"The implications of socialization and integration in supply chain management","year":2005,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":572,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Socialization; Supply chain; Business; Supply chain management; Process (computing); Process management; Knowledge management; Industrial organization; Marketing; Computer science; Psychology; Social psychology","authors":[{"name":"Paul D. Cousins","is_ca":false},{"name":"Bülent Mengüç","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01737947721643204,"gpt":0.2668050853137684,"spread":0.2494256080973364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006677592,0.0003775686,0.0002411482,0.00226328,0.004333522,0.0059862,0.0006559645,0.001274414,0.005318024],"category_scores_gemma":[0.01654338,0.0003290056,0.0005369746,0.002052201,0.01286327,0.007217875,0.006580187,0.001383984,0.000241818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004080321,"about_ca_system_score_gemma":0.003763323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002849228,"about_ca_topic_score_gemma":0.001832083,"domain_scores_codex":[0.9897401,0.007241641,0.0002815036,0.0005624997,0.001243435,0.0009307816],"domain_scores_gemma":[0.9733312,0.01383269,0.006119316,0.001515257,0.002634484,0.002567109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002848189,0.0007614786,0.06922356,0.0002950085,0.0001802817,0.000964264,0.05903967,0.007408009,0.001856648,0.7379101,0.001991494,0.1200846],"study_design_scores_gemma":[0.00009666149,0.0004261046,0.06590655,0.0003598308,0.0001159183,0.0006049247,0.06792168,0.01671105,0.001629686,0.8158795,0.03025795,0.00009017509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8147503,0.001135236,0.02962502,0.01640754,0.0001453613,0.0001574635,0.00003056543,0.0000575115,0.137691],"genre_scores_gemma":[0.9985307,0.0001027691,0.0008348029,0.00009323719,0.00003085219,0.00001416705,0.0000048937,0.000002880685,0.0003857239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006677592,"threshold_uncertainty_score":0.03531492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166443045","doi":"10.1016/j.jom.2006.05.008","title":"Sources and consequences of bargaining power in supply chains","year":2006,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":519,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Bargaining power; Interdependence; Supply chain; Industrial organization; Business; Power (physics); Control (management); Task (project management); Resource dependence theory; Resource (disambiguation); Microeconomics; Supply chain management; Action (physics); Economics; Operations management; Marketing; Management; Computer science; Sociology","authors":[{"name":"T. Russell Crook","is_ca":true},{"name":"James G. Combs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01458943865975642,"gpt":0.2364982966181184,"spread":0.221908857958362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007703965,0.0004867486,0.0005710078,0.003514217,0.003390373,0.005821105,0.001236986,0.002756137,0.02820605],"category_scores_gemma":[0.04726577,0.000579205,0.0005774859,0.003103501,0.007353094,0.006278081,0.004734216,0.002370392,0.001173201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00276231,"about_ca_system_score_gemma":0.0008481911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000911527,"about_ca_topic_score_gemma":0.0007194843,"domain_scores_codex":[0.9954726,0.001916008,0.0001864269,0.0005665052,0.001130548,0.0007278689],"domain_scores_gemma":[0.9586254,0.03045017,0.004646665,0.00234394,0.002232357,0.001701502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001268679,0.00004986817,0.007027073,0.00006079195,0.00003341617,0.0004160303,0.001781267,0.005723771,0.0004394193,0.9658841,0.001232343,0.01722505],"study_design_scores_gemma":[0.00005122129,0.00002805625,0.002615982,0.00005201849,0.00002239561,0.0001412521,0.00157337,0.01006288,0.0001939575,0.981921,0.003316314,0.0000214995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5106392,0.001677299,0.1059397,0.01022009,0.0002697915,0.0001596745,0.0002481149,0.0001196739,0.3707264],"genre_scores_gemma":[0.9962287,0.0001757121,0.001004193,0.0001009138,0.00009999015,0.00002992658,0.0000230273,0.00001002497,0.002327413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02820605,"threshold_uncertainty_score":0.09435862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054816171","doi":"10.1016/j.jom.2010.06.001","title":"Agile manufacturing: Relation to JIT, operational performance and firm performance","year":2010,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":460,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Purchasing; Agile manufacturing; Business; Agile software development; Production (economics); Structural equation modeling; Marketing; Manufacturing; Industrial organization; Process management; Operations management; Computer science; Economics; Microeconomics","authors":[{"name":"R. Anthony Inman","is_ca":false},{"name":"R. Samuel Sale","is_ca":false},{"name":"Kenneth W. Green","is_ca":true},{"name":"Dwayne Whitten","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01406436239249251,"gpt":0.2319643703848789,"spread":0.2179000079923863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004052684,0.0003447876,0.0003023957,0.001348605,0.0004841796,0.002485335,0.0004386274,0.0005629336,0.002955586],"category_scores_gemma":[0.02754902,0.0002505386,0.0004574092,0.002099215,0.001055097,0.001125291,0.001357227,0.001193582,0.0002761563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226001,"about_ca_system_score_gemma":0.001708778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003411247,"about_ca_topic_score_gemma":0.002831617,"domain_scores_codex":[0.9972554,0.001217394,0.000210079,0.000247432,0.0007429785,0.000326776],"domain_scores_gemma":[0.9294602,0.04252877,0.01883703,0.0022404,0.004235364,0.002698215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007313013,0.0003235379,0.9859862,0.00004327234,0.0001503006,0.00009627931,0.0004562814,0.004722917,0.000354421,0.00113028,0.0002037217,0.006459746],"study_design_scores_gemma":[0.00001636856,0.000498404,0.9662287,0.00004963246,0.00005925551,0.0001010342,0.001515812,0.02851593,0.0004968743,0.002106826,0.000387793,0.00002338255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975359,0.0000818862,0.0008221057,0.0002138648,0.000004883089,0.00001520178,0.00009429701,0.00001305169,0.001218777],"genre_scores_gemma":[0.9995524,0.00002359799,0.0002699553,0.000009076622,0.00000375612,0.00000824872,0.00006050086,0.000001425007,0.00007103125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004052684,"threshold_uncertainty_score":0.02143288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1605359766","doi":"10.1108/02656710210434801","title":"An investigation of the total quality management survey based research published between 1989 and 2000","year":2002,"lang":"en","type":"article","venue":"International Journal of Quality & Reliability Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":442,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Total quality management; Listing (finance); Quality (philosophy); Variety (cybernetics); Engineering; Business; Operations management; Computer science","authors":[{"name":"Ismail Sila","is_ca":true},{"name":"Maling Ebrahimpour","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1514773163805569,"gpt":0.3686671112918193,"spread":0.2171897949112624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.02182455,0.0002607718,0.000512526,0.02064504,0.0008991473,0.003643512,0.0006366285,0.0008589256,0.002274637],"category_scores_gemma":[0.1024806,0.0004671198,0.0004876656,0.03293961,0.000897841,0.001760848,0.001138036,0.0006731937,0.0005792053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003551149,"about_ca_system_score_gemma":0.005671925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006515035,"about_ca_topic_score_gemma":0.01197974,"domain_scores_codex":[0.9844213,0.004831753,0.00254145,0.0008746517,0.006886623,0.0004442417],"domain_scores_gemma":[0.7774358,0.1326626,0.02861781,0.003619044,0.055979,0.001685728],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004149757,0.0002899117,0.3129832,0.01843454,0.0004146022,0.00113069,0.05651448,0.0003484937,0.003790867,0.007264113,0.04394101,0.5544731],"study_design_scores_gemma":[0.00004040901,0.0007842775,0.7177251,0.008337726,0.0004099444,0.001144948,0.03996656,0.0005051786,0.002367276,0.0005682083,0.2280751,0.00007522719],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8348215,0.07401185,0.005028851,0.01353951,0.001945687,0.0008241803,0.02350426,0.0001149342,0.04620921],"genre_scores_gemma":[0.8905246,0.07709891,0.006245154,0.006593807,0.001212172,0.001180313,0.009886014,0.00009876271,0.007160446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.979355,"threshold_uncertainty_score":0.1154206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069500873","doi":"10.1016/s0272-6963(03)00002-0","title":"An examination of the relationships between JIT and financial performance","year":2003,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":421,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Profitability index; Linkage (software); Business; Premise; Industrial organization; Empirical research; Manufacturing; Perspective (graphical); Marketing; Operations management; Finance; Computer science; Economics","authors":[{"name":"Rosemary Fullerton","is_ca":false},{"name":"Cheryl S. McWatters","is_ca":true},{"name":"Chris Fawson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03461079057981324,"gpt":0.2421534057745273,"spread":0.2075426151947141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004658078,0.0002699678,0.0002856473,0.001744676,0.0006705626,0.001636074,0.0004486426,0.0006916605,0.004276125],"category_scores_gemma":[0.04302895,0.0002471676,0.0004682361,0.002566928,0.001056854,0.001142192,0.0009527639,0.001530468,0.0004874501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008081806,"about_ca_system_score_gemma":0.001014904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003433904,"about_ca_topic_score_gemma":0.003566782,"domain_scores_codex":[0.9974282,0.001064387,0.0002873274,0.0002597609,0.0005904701,0.0003699157],"domain_scores_gemma":[0.8760649,0.06742822,0.04082654,0.002558384,0.006978851,0.006143097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003552834,0.0001184991,0.997813,0.000006383428,0.00004228124,0.00002958933,0.00008158338,0.0001182315,0.0000402765,0.00007778766,0.00006019093,0.001576613],"study_design_scores_gemma":[0.000001739773,0.0001263596,0.9989449,0.000005488425,0.00001247122,0.0000412916,0.0001580957,0.0004139254,0.00005811244,0.0001123996,0.0001207534,0.000004407185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984029,0.0001358708,0.0001246306,0.0001878425,0.000005044171,0.000005827628,0.0001598083,0.000005814095,0.0009722663],"genre_scores_gemma":[0.9996934,0.00002847335,0.00004760692,0.00001576165,0.000006911092,0.000004357914,0.0001043048,0.000001135232,0.00009810822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004658078,"threshold_uncertainty_score":0.02463454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077193893","doi":"10.1016/s0272-6963(00)00051-6","title":"The production performance benefits from JIT implementation","year":2000,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":407,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Competitor analysis; Business; Competition (biology); Production (economics); Quality (philosophy); Industrial organization; Quality management; Marketing; Competitive advantage; Kaizen; Operations management; Economics; Lean manufacturing; Microeconomics","authors":[{"name":"Rosemary Fullerton","is_ca":false},{"name":"Cheryl S. McWatters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01974691515473097,"gpt":0.254569061624065,"spread":0.234822146469334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004051411,0.00032062,0.0002150743,0.0007493997,0.0006499698,0.001825198,0.0004421997,0.0004478711,0.00336855],"category_scores_gemma":[0.0194949,0.0001297988,0.0002647313,0.0009898532,0.0005416284,0.0009265534,0.001197195,0.0006348472,0.0005517856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009585005,"about_ca_system_score_gemma":0.001395078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500128,"about_ca_topic_score_gemma":0.001701663,"domain_scores_codex":[0.9956631,0.001379718,0.0002632505,0.0002641186,0.001636755,0.0007930913],"domain_scores_gemma":[0.9744303,0.01003038,0.005200763,0.002175009,0.007061977,0.001101612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001006864,0.002125467,0.5120519,0.0007062283,0.0001849092,0.0005033208,0.002176027,0.01047204,0.03143683,0.002246111,0.003929141,0.4331612],"study_design_scores_gemma":[0.0000650232,0.004404512,0.9624997,0.0001487385,0.0001150648,0.0002895229,0.003174064,0.005717875,0.01507789,0.001245835,0.00722022,0.00004173444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988094,0.0003315963,0.001355619,0.0006415852,0.00002766138,0.00003876234,0.00005934873,0.00009713454,0.009354215],"genre_scores_gemma":[0.9988322,0.00006228401,0.0005472341,0.00004077559,0.00001406147,0.000006245969,0.00006349204,0.000004899951,0.0004288888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004051411,"threshold_uncertainty_score":0.0214262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110815263","doi":"10.1016/j.jom.2010.11.005","title":"Lean principles, learning, and knowledge work: Evidence from a software services provider","year":2010,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":388,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Lean manufacturing; Computer science; Knowledge management; Process management; Lean software development; Task (project management); Ambiguity; Identification (biology); Software; Software development process; Software development; Operations management; Business; Engineering; Systems engineering","authors":[{"name":"Bradley R. Staats","is_ca":false},{"name":"David James Brunner","is_ca":false},{"name":"David M. Upton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03017798365167421,"gpt":0.2742121897659275,"spread":0.2440342061142533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01005698,0.0001715854,0.0002415396,0.001639181,0.003458842,0.002857109,0.0009934461,0.0008839597,0.004232582],"category_scores_gemma":[0.03108826,0.0003398066,0.0002023167,0.001904884,0.004583353,0.002628451,0.00230671,0.002045923,0.0005220406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004027869,"about_ca_system_score_gemma":0.009591592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03460067,"about_ca_topic_score_gemma":0.04541721,"domain_scores_codex":[0.9955727,0.002531289,0.0001373456,0.000212211,0.001105463,0.0004409978],"domain_scores_gemma":[0.9075702,0.07259952,0.006684016,0.002643795,0.006292114,0.004210282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001387998,0.006515059,0.445035,0.001053673,0.0001775372,0.00438499,0.3056112,0.00548237,0.001999224,0.0224041,0.004269224,0.2016796],"study_design_scores_gemma":[0.0005926161,0.003095954,0.3819922,0.00147633,0.0002323207,0.001720146,0.5231708,0.0203123,0.005432524,0.01813116,0.04364043,0.0002033408],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913469,0.0001306353,0.0009893276,0.001521584,0.00000391334,0.00004497683,0.00001704952,0.00001014403,0.005935498],"genre_scores_gemma":[0.9987601,0.0002162535,0.0004797965,0.00009465163,0.000002838876,0.00001083825,0.00001097689,0.000004307335,0.0004201948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03460067,"threshold_uncertainty_score":0.06879854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091962389","doi":"10.1108/01443570510626925","title":"Critical linkages among TQM factors and business results","year":2005,"lang":"en","type":"article","venue":"International Journal of Operations & Production Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":388,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Total quality management; Originality; Structural equation modeling; Empirical research; Process management; Quality (philosophy); Knowledge management; Business; Value (mathematics); Critical success factor; Marketing; Computer science; Psychology","authors":[{"name":"Ismail Sila","is_ca":true},{"name":"Maling Ebrahimpour","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.024206656389643,"gpt":0.2898621067328057,"spread":0.2656554503431627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01899469,0.0006696433,0.0005417002,0.006115088,0.001438448,0.005906764,0.0007150478,0.0006585979,0.005166738],"category_scores_gemma":[0.09573454,0.0004184301,0.0009970275,0.005641815,0.003833583,0.004469644,0.002008175,0.00208126,0.0002939319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005248455,"about_ca_system_score_gemma":0.01280615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004510302,"about_ca_topic_score_gemma":0.003393157,"domain_scores_codex":[0.9843886,0.006406732,0.0015991,0.0009875511,0.005399186,0.001218813],"domain_scores_gemma":[0.7762111,0.1416958,0.03504537,0.004931517,0.03666459,0.00545146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003999998,0.0008803635,0.7983329,0.001657248,0.0004244572,0.0002695339,0.008524833,0.001849437,0.001100409,0.03276908,0.001394352,0.1523973],"study_design_scores_gemma":[0.00008970459,0.001403737,0.9113533,0.00231288,0.0005675185,0.0003860927,0.03051336,0.006180889,0.003859104,0.03581011,0.00739293,0.0001303335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313661,0.002413071,0.01700218,0.004107524,0.00008247519,0.0005907937,0.0004950591,0.000140228,0.04380246],"genre_scores_gemma":[0.9952159,0.0003551203,0.003979168,0.00008014113,0.0000129536,0.00009166966,0.00007697372,0.000008652452,0.0001795483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01899469,"threshold_uncertainty_score":0.1004547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2261008349","doi":"10.1093/intqhc/mzv123","title":"Lean interventions in healthcare: do they actually work? A systematic literature review","year":2016,"lang":"en","type":"review","venue":"International Journal for Quality in Health Care","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":366,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"CINAHL; Psychological intervention; Health care; Systematic review; MEDLINE; Scopus; Medicine; Critical appraisal; Cochrane Library; Nursing; Meta-analysis; Alternative medicine; Political science","authors":[{"name":"John Moraros","is_ca":true},{"name":"Mark Lemstra","is_ca":true},{"name":"Chijioke Nwankwo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1311128008732565,"gpt":0.4639797006220233,"spread":0.3328668997487668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06370617,0.002646363,0.01362529,0.01713027,0.001445948,0.006405808,0.003279537,0.005119072,0.004940383],"category_scores_gemma":[0.2181434,0.002307831,0.009584593,0.01812857,0.002600457,0.007931643,0.002912988,0.003288128,0.0006222385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01143564,"about_ca_system_score_gemma":0.03845266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007031923,"about_ca_topic_score_gemma":0.01933728,"domain_scores_codex":[0.9311554,0.03847147,0.01625423,0.002373814,0.01056537,0.00117963],"domain_scores_gemma":[0.7940711,0.1608545,0.02388051,0.00306119,0.0165897,0.001543109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001601536,0.00004713367,0.0004449898,0.9279787,0.004291273,0.00006431549,0.0005049623,0.0001317249,0.00007907757,0.0006755457,0.001818803,0.06380326],"study_design_scores_gemma":[0.000165039,0.0001524031,0.001021832,0.9807048,0.009578433,0.00007798462,0.0004137236,0.00008073067,0.00007415239,0.0004433573,0.007261192,0.00002633343],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000694023,0.996311,0.0003153721,0.001301815,0.0002791924,0.000712715,0.0001270806,0.00001162044,0.0002471555],"genre_scores_gemma":[0.014874,0.9776589,0.002677127,0.001724386,0.0002087811,0.00258797,0.0001487698,0.00001058483,0.0001093411],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06370617,"threshold_uncertainty_score":0.3369145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062752797","doi":"10.1108/20401461011075035","title":"The integration of Six Sigma and lean management","year":2010,"lang":"en","type":"article","venue":"International Journal of Lean Six Sigma","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":366,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Lean Six Sigma; Six Sigma; Design for Six Sigma; Human performance technology; Lean project management; Process management; Operational excellence; DMAIC; Measure (data warehouse); Computer science; Engineering; Manufacturing engineering; Lean manufacturing; Systems engineering; Data mining","authors":[{"name":"Souraj Salah","is_ca":true},{"name":"Abdur Rahim","is_ca":true},{"name":"Juan A. Carretero","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01782263928912611,"gpt":0.2677412140518661,"spread":0.24991857476274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01085527,0.0008127139,0.0007239963,0.005246648,0.001909665,0.009368406,0.00143084,0.001906127,0.00297516],"category_scores_gemma":[0.01278315,0.0004323377,0.001233858,0.005478602,0.005702086,0.006560351,0.005213135,0.00409093,0.00105242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006283745,"about_ca_system_score_gemma":0.01407888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004265761,"about_ca_topic_score_gemma":0.003954605,"domain_scores_codex":[0.9762341,0.008014884,0.001818547,0.001145859,0.01181743,0.0009692222],"domain_scores_gemma":[0.9807826,0.006814345,0.002820285,0.001778864,0.006649813,0.001154004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007756627,0.0001857263,0.005643812,0.002423324,0.0001445219,0.0002808336,0.005693887,0.004444628,0.00209455,0.5754465,0.008286769,0.3952778],"study_design_scores_gemma":[0.0000559568,0.0005939686,0.006554171,0.005616164,0.0001787424,0.0008161205,0.008089008,0.0129541,0.00434411,0.6140615,0.3465501,0.0001860178],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.03162355,0.02787058,0.6900067,0.0450081,0.00252409,0.0008910273,0.0002013319,0.001412572,0.200462],"genre_scores_gemma":[0.5813234,0.02517312,0.3647289,0.008046712,0.001179904,0.0006911972,0.0003801209,0.0002293257,0.01824737],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01085527,"threshold_uncertainty_score":0.05740887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982870854","doi":"10.1108/02656710610672470","title":"A review of research on cost of quality models and best practices","year":2006,"lang":"en","type":"review","venue":"International Journal of Quality & Reliability Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":357,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Quality (philosophy); Quality costs; Activity-based costing; Order (exchange); Computer science; Management science; Risk analysis (engineering); Quality management; Originality; Process management; Operations management; Engineering; Business; Marketing; Qualitative research; Management system","authors":[{"name":"Andrea Schiffauerova","is_ca":true},{"name":"Vince Thomson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3997881796413859,"gpt":0.5334124374560922,"spread":0.1336242578147064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0166136,0.00128453,0.002266899,0.01370195,0.0007842802,0.006147006,0.002938697,0.001944165,0.007406869],"category_scores_gemma":[0.0694169,0.0009144337,0.001824032,0.02397712,0.001489582,0.006034032,0.001258154,0.001846854,0.00126479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007015279,"about_ca_system_score_gemma":0.01183576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01173918,"about_ca_topic_score_gemma":0.01399304,"domain_scores_codex":[0.9816804,0.006821269,0.002186952,0.001004764,0.00803374,0.0002728369],"domain_scores_gemma":[0.8902617,0.08698334,0.007159902,0.002118412,0.01300479,0.0004719811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007597081,0.00009604508,0.001753759,0.0415814,0.0003081262,0.0000919766,0.0004556358,0.003646748,0.0002067111,0.03427795,0.01474974,0.902756],"study_design_scores_gemma":[0.00008766702,0.0003591651,0.01154784,0.1786025,0.001189411,0.001201906,0.002776923,0.005343092,0.001074408,0.04534234,0.7522927,0.0001820443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001652945,0.9768275,0.007807743,0.003941921,0.0004281006,0.00007642465,0.0001637648,0.00006604654,0.009035555],"genre_scores_gemma":[0.0247672,0.9584566,0.01455608,0.0008375998,0.0002751669,0.0001599054,0.000168751,0.00004147586,0.0007371423],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0166136,"threshold_uncertainty_score":0.08786219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994031722","doi":"10.1108/02656710610672461","title":"Quality management practices and their impact on performance","year":2006,"lang":"en","type":"article","venue":"International Journal of Quality & Reliability Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":332,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Quality management; Best practice; Quality (philosophy); Originality; Process management; Business; Path analysis (statistics); Empirical research; Knowledge management; Computer science; Marketing; Psychology; Management; Mathematics; Economics","authors":[{"name":"Lassâad Lakhal","is_ca":false},{"name":"Fédérico Pasin","is_ca":true},{"name":"Mohamed Limam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03315049156812482,"gpt":0.337292965723979,"spread":0.3041424741558542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005084466,0.0003301316,0.0002377232,0.001333344,0.0005765579,0.002586387,0.0004112847,0.0003383736,0.002341588],"category_scores_gemma":[0.0269457,0.000105711,0.0002614848,0.001829887,0.001074798,0.001104362,0.001178875,0.0007281704,0.0002466518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002415483,"about_ca_system_score_gemma":0.002112143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005594006,"about_ca_topic_score_gemma":0.003680622,"domain_scores_codex":[0.9945926,0.002199975,0.0004301057,0.0003643149,0.001909024,0.0005039087],"domain_scores_gemma":[0.9411402,0.02337778,0.02286915,0.002098884,0.008139573,0.002374333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002913549,0.001020952,0.7481613,0.000701998,0.0003109019,0.0001300122,0.003650845,0.0049933,0.002765956,0.006980435,0.000973746,0.2300193],"study_design_scores_gemma":[0.00003177815,0.001545417,0.9668164,0.0005728147,0.0001738576,0.0001945288,0.006195766,0.006547202,0.004486821,0.006185048,0.007194231,0.00005611299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778901,0.001694481,0.004321428,0.001422267,0.00002973563,0.00006194105,0.0001305787,0.00006078693,0.01438873],"genre_scores_gemma":[0.9986761,0.0002259904,0.000763853,0.0000342448,0.00000995865,0.000007147743,0.00003237011,0.000004787276,0.0002454964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005594006,"threshold_uncertainty_score":0.02688956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210771093","doi":"10.5267/j.uscm.2021.12.002","title":"The effect of digital supply chain on organizational performance: An empirical study in Malaysia manufacturing industry","year":2022,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":323,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Capgemini","keywords":"Supply chain; Business; Structural equation modeling; Marketing; Manufacturing; Supply chain management; Stratified sampling; Industrial organization; Organizational performance; Process management; Computer science","authors":[{"name":"Khai Loon Lee","is_ca":false},{"name":"Nurul Ain Najiha Azmi","is_ca":false},{"name":"Jalal Rajeh Hanaysha","is_ca":false},{"name":"Haitham M. Alzoubi","is_ca":false},{"name":"Muhammad Turki Alshurideh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01527637972018582,"gpt":0.2560177445959252,"spread":0.2407413648757394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002808356,0.0002554478,0.0002550825,0.001590294,0.001041631,0.002053683,0.0005007271,0.0005346039,0.003202874],"category_scores_gemma":[0.006376567,0.0002357051,0.0003893993,0.001621318,0.0009326986,0.001610528,0.001460104,0.0008917795,0.0004441491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002261819,"about_ca_system_score_gemma":0.00242591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00820809,"about_ca_topic_score_gemma":0.009776187,"domain_scores_codex":[0.9978008,0.0007650384,0.0002054697,0.0001926138,0.0005343381,0.000501823],"domain_scores_gemma":[0.9872059,0.004594678,0.004224798,0.0004054189,0.001653228,0.001916053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008839458,0.00120949,0.9721571,0.00009150903,0.00004013889,0.0003222743,0.01032638,0.0003745276,0.0002453112,0.0003830612,0.0002205724,0.01454126],"study_design_scores_gemma":[0.000007859591,0.0006171383,0.951768,0.0001256386,0.00003728413,0.0001489474,0.04408601,0.001792396,0.0003926538,0.0001182688,0.0008857329,0.00001998864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990774,0.00006124951,0.00004946036,0.00006902175,0.000001281118,0.000008936418,0.00001708025,8.861908e-7,0.0007146285],"genre_scores_gemma":[0.9994868,0.0001076603,0.00007332868,0.0000191439,0.000003147225,0.000006542687,0.00002613243,7.610519e-7,0.000276481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00820809,"threshold_uncertainty_score":0.01641071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069161817","doi":"10.1016/j.jom.2009.04.002","title":"ISO 9000/1994, ISO 9001/2000 and TQM: The performance debate revisited","year":2009,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":301,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Total quality management; Certification; Formative assessment; Quality management; Construct (python library); Business; Quality management system; Accounting; Operations management; Process management; Computer science; Management; Lean manufacturing; Statistics; Marketing; Mathematics; Service (business); Engineering; Economics","authors":[{"name":"Micaela Martínez Costa","is_ca":false},{"name":"Thomas Y. Choi","is_ca":true},{"name":"José Antonio Martínez García","is_ca":false},{"name":"Ángel Rafael Martínez Lorente","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01575008067624842,"gpt":0.2432194021492083,"spread":0.2274693214729599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02987693,0.0004046749,0.0006723836,0.003800592,0.001535835,0.007616303,0.001687587,0.002591072,0.00336612],"category_scores_gemma":[0.06199433,0.0001615412,0.0003494433,0.01147701,0.009007965,0.004177435,0.001787883,0.003708581,0.0002596356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0182604,"about_ca_system_score_gemma":0.009855373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07284264,"about_ca_topic_score_gemma":0.0228732,"domain_scores_codex":[0.9739873,0.01213339,0.0008523975,0.001443158,0.01019045,0.001393327],"domain_scores_gemma":[0.9339278,0.036765,0.007099325,0.00148541,0.01926361,0.001458781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000583549,0.0005672566,0.09761181,0.001056856,0.0001322629,0.0002533053,0.02375934,0.00374062,0.001106356,0.5342754,0.02859575,0.3083176],"study_design_scores_gemma":[0.0001525317,0.000648818,0.6439327,0.00299861,0.0001534676,0.0001924119,0.05755227,0.004663053,0.002535569,0.1014114,0.1856366,0.0001225267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6520957,0.03058667,0.004002931,0.2140771,0.000893293,0.00003596573,0.00026843,0.00003276917,0.09800727],"genre_scores_gemma":[0.9899356,0.003074251,0.0007212512,0.003634098,0.0006149824,0.00001633977,0.0001029729,0.00002024504,0.001880312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07284264,"threshold_uncertainty_score":0.1580062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007323133","doi":"10.1080/0020754021000022212","title":"Examination and comparison of the critical factors of total quality management (TQM) across countries","year":2003,"lang":"en","type":"article","venue":"International Journal of Production Research","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":298,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Total quality management; Benchmarking; Teamwork; Business; Process management; Context (archaeology); Quality management; Knowledge management; Customer satisfaction; Contingency theory; Human resource management; Operations management; Marketing; Service (business); Engineering; Computer science; Management; Economics","authors":[{"name":"Ismail Sila","is_ca":true},{"name":"Maling Ebrahimpour","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1673704389108875,"gpt":0.4692082760320486,"spread":0.3018378371211612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01195104,0.0003895775,0.0006182574,0.01195221,0.0007543029,0.002488233,0.0004219725,0.0003767758,0.001005332],"category_scores_gemma":[0.06243627,0.0004013287,0.0008660318,0.01171566,0.001804756,0.001771763,0.001352419,0.0005581412,0.000102787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002686671,"about_ca_system_score_gemma":0.002441306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006070441,"about_ca_topic_score_gemma":0.004337334,"domain_scores_codex":[0.993399,0.002520454,0.001210225,0.000451926,0.001961175,0.00045715],"domain_scores_gemma":[0.9048124,0.0590816,0.01428141,0.003041758,0.0177626,0.001020297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004989968,0.0001598939,0.7948904,0.00153511,0.0007036836,0.0002920539,0.009073423,0.003069279,0.001551864,0.006293826,0.0007122058,0.1812193],"study_design_scores_gemma":[0.00002564316,0.0003786948,0.9840463,0.0004441697,0.0002094772,0.0001837108,0.008871255,0.0009619825,0.001050862,0.001523732,0.002269706,0.00003452133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887121,0.002001049,0.001827042,0.0002390157,0.00001675764,0.00008093801,0.0002127488,0.00001354293,0.006896926],"genre_scores_gemma":[0.9979297,0.0005638546,0.001245559,0.00002091489,0.000004555482,0.00003386436,0.0001169939,0.000005246324,0.00007935387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01195221,"threshold_uncertainty_score":0.06320393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003611100","doi":"10.5267/j.uscm.2019.12.004","title":"Investigating the mediating role of information sharing strategy on agile supply chain","year":2020,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":261,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Supply chain; Business; Agile software development; Information sharing; Competitive advantage; Process management; Supply chain management; Agile manufacturing; Industrial organization; Marketing; Knowledge management; Computer science","authors":[{"name":"Haitham M. Alzoubi","is_ca":false},{"name":"Y. Ramakrishna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02484672964437983,"gpt":0.2336379442182935,"spread":0.2087912145739136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002891935,0.0006757588,0.0003664336,0.002139335,0.002196039,0.00453289,0.0007599606,0.0009432053,0.01017],"category_scores_gemma":[0.01273312,0.0003288068,0.0007115151,0.001680471,0.002554622,0.003655493,0.003271679,0.001194137,0.0004676687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002951447,"about_ca_system_score_gemma":0.006696571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008805697,"about_ca_topic_score_gemma":0.00770876,"domain_scores_codex":[0.9963805,0.002054708,0.0001445025,0.0002757314,0.0003770937,0.0007673719],"domain_scores_gemma":[0.9697526,0.01940414,0.006064026,0.0006914861,0.001619139,0.002468727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005225627,0.001381965,0.786442,0.0008144937,0.0005521617,0.002964535,0.06622472,0.001429821,0.002297364,0.07617941,0.001189781,0.06000119],"study_design_scores_gemma":[0.0001450974,0.001398606,0.6570837,0.001606974,0.001202611,0.0009048606,0.2915684,0.006269272,0.003318791,0.02269382,0.01370081,0.0001071539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687756,0.0005689063,0.001238229,0.001607464,0.00002299821,0.00007680971,0.00006040286,0.00001112865,0.02763831],"genre_scores_gemma":[0.9986002,0.0003207715,0.0003295809,0.00005146331,0.000004953195,0.00002315719,0.00001432973,0.000002382342,0.0006532243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01017,"threshold_uncertainty_score":0.03402209,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157025139","doi":"10.1109/tem.2002.803387","title":"An exploratory investigation of the effects of supply chain complexity on delivery performance","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Engineering Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":253,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Supply chain; Flexibility (engineering); Complexity management; Supply chain management; Upstream (networking); Service management; Product (mathematics); Process management; Delivery Performance; Supply chain risk management; Linkage (software); Computer science; Business; Risk analysis (engineering); Process (computing); Industrial organization; Downstream (manufacturing); Marketing; Economics","authors":[{"name":"Stephan Vachon","is_ca":true},{"name":"Robert D. Klassen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02107096894414971,"gpt":0.1852705861525432,"spread":0.1641996172083934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005238454,0.0004598114,0.0003341257,0.00195208,0.0005965664,0.001787781,0.0007784799,0.0005305388,0.004288314],"category_scores_gemma":[0.03768487,0.0002150909,0.0006664225,0.002974712,0.0006611254,0.002632796,0.001606508,0.001054549,0.000574385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786479,"about_ca_system_score_gemma":0.001272241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003645996,"about_ca_topic_score_gemma":0.002494463,"domain_scores_codex":[0.9958698,0.002029383,0.0002806201,0.0003709918,0.0009960573,0.0004531172],"domain_scores_gemma":[0.8850542,0.09629633,0.008708158,0.002679361,0.005616429,0.001645527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0021804,0.004259223,0.8941203,0.0003682287,0.0003910346,0.0008054859,0.004279776,0.02506943,0.005242227,0.003865377,0.001038947,0.05837957],"study_design_scores_gemma":[0.00007389887,0.005560124,0.9326178,0.00006296406,0.00020696,0.000229199,0.00834017,0.04565217,0.004294149,0.001298734,0.001598558,0.00006524581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969515,0.00004229207,0.0005106165,0.00006845924,0.000002081254,0.00005075677,0.0001973632,0.0000114924,0.002165392],"genre_scores_gemma":[0.9988656,0.0000440656,0.0004233117,0.00001013439,0.000003997939,0.00003701852,0.0002071279,0.000004996356,0.0004036676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005238454,"threshold_uncertainty_score":0.02770394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036401271","doi":"10.1002/j.2158-1592.2009.tb00114.x","title":"AN ANALYSIS OF SUPPLY CHAIN COLLABORATIONS AND THEIR EFFECT ON PERFORMANCE OUTCOMES","year":2009,"lang":"en","type":"article","venue":"Journal of Business Logistics","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":248,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Business; Profitability index; Supply chain; Asset (computer security); Industrial organization; Marketing; Supply chain management; Affect (linguistics); Process (computing); Competitive advantage; Position (finance); Process management; Knowledge management; Finance; Computer science","authors":[{"name":"Zach G. Zacharia","is_ca":true},{"name":"Nancy W. Nix","is_ca":false},{"name":"Robert F. Lusch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02436137131042606,"gpt":0.2625095545912962,"spread":0.2381481832808701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01052656,0.000441065,0.0004648775,0.001808588,0.001199483,0.002147496,0.0005448428,0.0006887573,0.004318434],"category_scores_gemma":[0.05518664,0.0001827849,0.000772986,0.002235835,0.001044641,0.001845551,0.003094554,0.001363548,0.0004451323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009503473,"about_ca_system_score_gemma":0.001622253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007534329,"about_ca_topic_score_gemma":0.0006888955,"domain_scores_codex":[0.9863309,0.008092853,0.0008420718,0.0007242414,0.002697138,0.001312724],"domain_scores_gemma":[0.8356764,0.0996384,0.04080342,0.004037911,0.01011513,0.00972873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001467455,0.001694508,0.9465498,0.0001724014,0.0006378303,0.0005251317,0.002682296,0.003456047,0.001804209,0.001175281,0.0002676784,0.03956747],"study_design_scores_gemma":[0.0000624548,0.003544067,0.9828015,0.00007765195,0.0002575161,0.000288605,0.004094847,0.004064532,0.002034345,0.001960092,0.0007696031,0.00004472537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971991,0.00009275133,0.0006688367,0.0001273752,0.0000056033,0.00001980829,0.00006706794,0.00001172772,0.001807733],"genre_scores_gemma":[0.9995995,0.00002371783,0.000189012,0.000006907135,0.000005198517,0.00001712223,0.0000507706,0.000002993639,0.0001047012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01052656,"threshold_uncertainty_score":0.0556705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007494063","doi":"10.1016/j.jom.2009.11.003","title":"Quality management effectiveness in Asia: The influence of culture","year":2009,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":246,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"China; Quality (philosophy); Business; East Asia; Product (mathematics); Quality management; Globalization; Cultural diversity; Marketing; Geography; Economics; Political science","authors":[{"name":"Thomas Kull","is_ca":false},{"name":"John G. Wacker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01604527916978835,"gpt":0.2908704542827014,"spread":0.274825175112913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002813552,0.0001425639,0.0002533181,0.000585663,0.0005539324,0.002265312,0.0003420538,0.0001699354,0.002604723],"category_scores_gemma":[0.0105744,0.0001214139,0.0002888311,0.000962627,0.0008481676,0.0006865485,0.001210915,0.0005290333,0.000149357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007816007,"about_ca_system_score_gemma":0.0009224711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01333124,"about_ca_topic_score_gemma":0.01251362,"domain_scores_codex":[0.9980898,0.0009529371,0.0001653081,0.0001362222,0.000415121,0.0002405535],"domain_scores_gemma":[0.9792865,0.009752871,0.005925502,0.0008719673,0.002413742,0.001749447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008434918,0.00008158074,0.9872195,0.00002328628,0.0001357609,0.00005681279,0.00386092,0.0001918763,0.0001696086,0.0004083024,0.0001593012,0.007608637],"study_design_scores_gemma":[0.000005597573,0.00008767375,0.9890724,0.00003806949,0.0000592497,0.00003917338,0.00910351,0.0007501326,0.0002577209,0.0001786501,0.0003974921,0.00001035013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980018,0.00007728531,0.00006799752,0.00009826283,0.000002824365,0.000002564971,0.00002571144,0.000001272095,0.001722181],"genre_scores_gemma":[0.999826,0.00003606575,0.00002435035,0.0000128444,0.000001187274,0.000001265646,0.00001278533,9.703211e-7,0.00008446029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333124,"threshold_uncertainty_score":0.02650726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986874469","doi":"10.1108/02656710910924152","title":"Impact of TQM on company's performance","year":2009,"lang":"en","type":"article","venue":"International Journal of Quality & Reliability Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":245,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Brock University; Carleton University","funders":"","keywords":"Total quality management; Profitability index; Excellence; Customer satisfaction; Business; Productivity; Scope (computer science); Marketing; Originality; Quality (philosophy); Organizational performance; Operations management; Process management; Engineering; Service (business); Computer science; Psychology; Economics","authors":[{"name":"Vinod Kumar","is_ca":true},{"name":"Franck Choisne","is_ca":true},{"name":"Danuta de Grosbois","is_ca":true},{"name":"Uma Kumar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03227447940376187,"gpt":0.3358170396583539,"spread":0.303542560254592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00450024,0.0002555816,0.000282616,0.0008576008,0.0009083364,0.002444525,0.0003630916,0.0003170318,0.003732353],"category_scores_gemma":[0.01560856,0.00006366804,0.0003588586,0.0009700214,0.001004169,0.0006583802,0.001081793,0.0008175027,0.0003238475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003158656,"about_ca_system_score_gemma":0.003947917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01429986,"about_ca_topic_score_gemma":0.01285562,"domain_scores_codex":[0.9934909,0.002081814,0.0002722363,0.0003237838,0.002920537,0.0009106299],"domain_scores_gemma":[0.9739504,0.008245401,0.005239594,0.000800998,0.007869059,0.003894603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009554315,0.002136455,0.5191856,0.001043598,0.0005349104,0.0003793872,0.004649078,0.01192394,0.006950714,0.008102238,0.005346735,0.4387919],"study_design_scores_gemma":[0.00003441402,0.00310825,0.9766728,0.0001827339,0.0001173183,0.0001229309,0.00547348,0.003758176,0.002791767,0.00116453,0.006526534,0.00004701655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775229,0.00070035,0.0006090828,0.0009149186,0.00004764569,0.00004106783,0.000105483,0.00004036729,0.02001815],"genre_scores_gemma":[0.9991789,0.00009827661,0.00022731,0.00002866547,0.00001714858,0.000005222431,0.00003724028,0.000003274497,0.0004038489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01429986,"threshold_uncertainty_score":0.02843326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052063903","doi":"10.1016/j.jom.2011.06.006","title":"Safety hazard and time to recall: The role of recall strategy, product defect type, and supply chain player in the U.S. toy industry","year":2011,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":244,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Recall; Product (mathematics); Supply chain; Reputation; Marketing; Business; Scrutiny; Product liability; Liability; Hazard; Industrial organization; Psychology; Cognitive psychology; Law; Accounting","authors":[{"name":"Manpreet Hora","is_ca":false},{"name":"Hari Bapuji","is_ca":true},{"name":"Aleda V. Roth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02582351256838553,"gpt":0.2380666607133926,"spread":0.2122431481450071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002218796,0.0002836218,0.0002760731,0.001851147,0.0004430782,0.001523598,0.0004685779,0.000617019,0.003655865],"category_scores_gemma":[0.01451237,0.0001930876,0.0003315861,0.001485366,0.0006052854,0.0008437567,0.000722002,0.0006786424,0.0002907263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100676,"about_ca_system_score_gemma":0.0007066837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02174935,"about_ca_topic_score_gemma":0.03407356,"domain_scores_codex":[0.9992926,0.0001533136,0.00009399891,0.000125407,0.0002140827,0.0001206098],"domain_scores_gemma":[0.9621364,0.01322355,0.02045299,0.0007698665,0.002336794,0.001080284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001463238,0.0001226245,0.9920216,0.00002269336,0.00003753246,0.000136382,0.0007158856,0.0006261311,0.0003489154,0.0001354607,0.0001144287,0.005571987],"study_design_scores_gemma":[0.000004911639,0.0001669112,0.9954575,0.00002233315,0.0000244187,0.00006933021,0.002358742,0.001143061,0.0002527177,0.0001413298,0.0003486583,0.00001006423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99872,0.0002046426,0.0001957046,0.00007256126,0.000002477028,0.00001016612,0.0000999668,0.00000325046,0.0006912044],"genre_scores_gemma":[0.9994195,0.00007768891,0.0001259349,0.00001516956,0.000003232703,0.000003452825,0.0001106657,9.675679e-7,0.0002434039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02174935,"threshold_uncertainty_score":0.04324549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031000204","doi":"10.1016/j.lrp.2010.12.003","title":"Managing with ISO Systems: Lessons from Practice","year":2011,"lang":"en","type":"article","venue":"Long Range Planning","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":215,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Certification; Business; Quality management system; Process (computing); Process management; Work (physics); Management system; Knowledge management; Operations management; Risk analysis (engineering); Quality management; Marketing; Computer science; Management; Engineering","authors":[{"name":"Olivier Boiral","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06627176188015353,"gpt":0.274043022612281,"spread":0.2077712607321274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02700889,0.0007941808,0.0005183042,0.001952821,0.005733502,0.01652531,0.003887049,0.007127236,0.006173961],"category_scores_gemma":[0.05648861,0.0005056739,0.0004105704,0.002556595,0.01015297,0.01714616,0.005186528,0.006052325,0.001237564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00724511,"about_ca_system_score_gemma":0.01244601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005769714,"about_ca_topic_score_gemma":0.01062987,"domain_scores_codex":[0.9812946,0.01228326,0.0005731441,0.001322217,0.003366525,0.00116013],"domain_scores_gemma":[0.9559868,0.02864131,0.001615615,0.004023881,0.00669488,0.00303757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001308987,0.001065245,0.01076304,0.0008355158,0.00005927801,0.001180896,0.04401887,0.00906078,0.0007236817,0.4752369,0.03656042,0.4203644],"study_design_scores_gemma":[0.0001051596,0.0004186638,0.00384262,0.002813807,0.00003837263,0.0008171613,0.06021156,0.008626623,0.001651673,0.6111642,0.3101883,0.0001219497],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1583365,0.02245083,0.1736531,0.3369595,0.001722626,0.0004358455,0.00008856921,0.0006708144,0.3056822],"genre_scores_gemma":[0.8919736,0.012708,0.07312088,0.006992672,0.0006751535,0.0001673869,0.0000595436,0.0002269364,0.01407577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02700889,"threshold_uncertainty_score":0.1428384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034210854","doi":"10.1509/jmkg.73.1.133","title":"Continuous Supplier Performance Improvement: Effects of Collaborative Communication and Control","year":2008,"lang":"en","type":"article","venue":"Journal of Marketing","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":215,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Control (management); Business; Outcome (game theory); Supplier relationship management; Process (computing); Manufacturing; Process management; Knowledge management; Marketing; Supply chain; Computer science; Supply chain management; Microeconomics","authors":[{"name":"Ashwin W. Joshi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005237209764918154,"gpt":0.1950984295401832,"spread":0.189861219775265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005804948,0.0004327519,0.0003379335,0.0009759724,0.0007549792,0.00238156,0.0006220847,0.000981617,0.003683663],"category_scores_gemma":[0.05513449,0.0002778905,0.0005804285,0.0008529039,0.001413257,0.001906665,0.002587493,0.0009131847,0.0001879348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030242,"about_ca_system_score_gemma":0.001149775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336516,"about_ca_topic_score_gemma":0.001118155,"domain_scores_codex":[0.9888276,0.007392786,0.0004354045,0.0007268571,0.001856207,0.0007611088],"domain_scores_gemma":[0.8342244,0.1435492,0.01088178,0.002804668,0.003187263,0.005352596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01290236,0.01711687,0.3816968,0.001883863,0.002346804,0.001377995,0.0205409,0.01339819,0.02415521,0.01927669,0.002145372,0.5031589],"study_design_scores_gemma":[0.001660752,0.01277091,0.9215007,0.0005493457,0.002053716,0.0007907117,0.0118157,0.01458767,0.01439811,0.01308705,0.006591027,0.0001943724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757861,0.00107773,0.001769008,0.000646569,0.00003319286,0.00007489406,0.00002216357,0.00003490471,0.02055555],"genre_scores_gemma":[0.9986899,0.0001743624,0.000560953,0.00008276002,0.00002159484,0.00002445579,0.00001137325,0.000005932191,0.0004287595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005804948,"threshold_uncertainty_score":0.03069985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008587347","doi":"10.1111/j.1540-5915.2000.tb00947.x","title":"Quality‐related Action Programs: Their Impact on Quality Performance and Firm Performance","year":2000,"lang":"en","type":"article","venue":"Decision Sciences","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":210,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Quality (philosophy); Business; Quality management; Process management; Product (mathematics); Supply chain; Service quality; Marketing; Action (physics); Automotive industry; Service (business); Industrial organization; Computer science; Operations management; Economics; Engineering","authors":[{"name":"Sime Curkovic","is_ca":false},{"name":"Shawnee K. Vickery","is_ca":false},{"name":"Cornelia Dröge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09638023148960514,"gpt":0.3608975339285119,"spread":0.2645173024389068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006563475,0.0004507255,0.0003946941,0.001301242,0.0004527064,0.001509612,0.0005754171,0.0006807541,0.006855283],"category_scores_gemma":[0.03073429,0.0001631486,0.0006271139,0.001308024,0.001364546,0.0008513782,0.001844465,0.001591968,0.0003907394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002166858,"about_ca_system_score_gemma":0.002507965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004591252,"about_ca_topic_score_gemma":0.004364464,"domain_scores_codex":[0.9895835,0.006676733,0.0002576741,0.0005158752,0.001702502,0.001263724],"domain_scores_gemma":[0.910552,0.0569691,0.01944649,0.002420277,0.00448666,0.006125405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002442688,0.006422721,0.8203662,0.00036285,0.0009295951,0.0002344877,0.0009897652,0.0165984,0.002635902,0.00810563,0.001731196,0.1391806],"study_design_scores_gemma":[0.0001126741,0.002005533,0.9827216,0.00007209215,0.0002714331,0.00003826259,0.0008193208,0.007287191,0.002548356,0.002561907,0.001531268,0.00003026295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909354,0.0003315944,0.001439666,0.0004258784,0.00001838398,0.00006623413,0.0002181974,0.00005003926,0.006514566],"genre_scores_gemma":[0.9988751,0.00006563463,0.0003878061,0.00003217678,0.000009372905,0.00003597126,0.0000783141,0.000006357666,0.0005092137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006855283,"threshold_uncertainty_score":0.03471136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021889714","doi":"10.1108/01443570310501880","title":"Lean manufacturing: a perspective of lean suppliers","year":2003,"lang":"en","type":"article","venue":"International Journal of Operations & Production Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":202,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Transport Canada","funders":"","keywords":"Lean manufacturing; Business; Lean laboratory; Lean project management; Perspective (graphical); Operations management; Industrial organization; Production (economics); Process management; Computer science; Manufacturing engineering; Marketing; Economics; Engineering","authors":[{"name":"Yenchun Jim Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02012142432033371,"gpt":0.2730728540001309,"spread":0.2529514296797972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002870598,0.0008778584,0.0004090464,0.002733833,0.00193717,0.005799609,0.001116956,0.002623088,0.004828246],"category_scores_gemma":[0.003288808,0.0003855904,0.0003736816,0.003184996,0.005494364,0.007220421,0.002212807,0.002481991,0.0006824512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002689889,"about_ca_system_score_gemma":0.002910092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002121499,"about_ca_topic_score_gemma":0.001620483,"domain_scores_codex":[0.9970187,0.001807777,0.00008338318,0.0001596353,0.0007131675,0.0002174113],"domain_scores_gemma":[0.9974381,0.001527263,0.0002653984,0.0001304452,0.000431163,0.0002076109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001643643,0.00002133973,0.00063511,0.0001076982,0.000008790912,0.0002637797,0.002416263,0.001315332,0.0002379481,0.9815717,0.001322361,0.01208341],"study_design_scores_gemma":[0.00002218201,0.0001057234,0.0005694269,0.0004446119,0.00001635644,0.000502342,0.006059202,0.005809514,0.0007740793,0.8858321,0.09983411,0.00003044734],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04978343,0.02325497,0.385404,0.06075026,0.0007975408,0.00017571,0.000185296,0.0002009703,0.4794478],"genre_scores_gemma":[0.8849829,0.02034828,0.05958986,0.006653805,0.0009808214,0.0002765,0.00008605733,0.00009515727,0.02698668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005799609,"threshold_uncertainty_score":0.01951659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050394446","doi":"10.1108/17410390610658487","title":"Implementation and management framework for supply chain flexibility","year":2006,"lang":"en","type":"article","venue":"Journal of Enterprise Information Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":195,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University; Carleton University","funders":"","keywords":"Supply chain; Flexibility (engineering); Supply chain management; Process management; Conceptual framework; Supply chain risk management; Service management; Empirical research; Risk analysis (engineering); Business; Knowledge management; Computer science; Marketing; Economics","authors":[{"name":"Vinod Kumar","is_ca":true},{"name":"Kamel Fantazy","is_ca":true},{"name":"Uma Kumar","is_ca":true},{"name":"Todd A. Boyle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01360115241099421,"gpt":0.2790860693817411,"spread":0.2654849169707469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01258126,0.001256109,0.0005140979,0.004573161,0.003155648,0.009270602,0.003593971,0.00434502,0.008787802],"category_scores_gemma":[0.009663131,0.0005764235,0.001908545,0.003752414,0.01377547,0.01017787,0.006232234,0.004092932,0.0009708859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01155611,"about_ca_system_score_gemma":0.01658856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008579732,"about_ca_topic_score_gemma":0.005842994,"domain_scores_codex":[0.9872612,0.006517474,0.0009806535,0.001376091,0.002593325,0.001271379],"domain_scores_gemma":[0.9940018,0.002240037,0.001049255,0.0006392527,0.001546461,0.0005231705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003123119,0.0000358734,0.0003883516,0.00007647222,0.000007933343,0.00007941727,0.0009765097,0.003378024,0.0001099269,0.9862587,0.0005712378,0.008114545],"study_design_scores_gemma":[0.00004402593,0.0001401645,0.001586045,0.001174032,0.00004116144,0.0003529632,0.006152996,0.02805345,0.0004865835,0.8627665,0.0991285,0.00007353259],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01681189,0.001515745,0.7400518,0.01866009,0.0002828086,0.001605514,0.0001884988,0.0003681589,0.2205154],"genre_scores_gemma":[0.5937775,0.001504151,0.385985,0.001547114,0.0001888306,0.002808355,0.0003295256,0.00007708881,0.01378238],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01258126,"threshold_uncertainty_score":0.08384591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095016855","doi":"10.1016/j.jom.2009.11.004","title":"Antecedents to supplier integration in the automotive industry: A multiple‐case study of foreign subsidiaries in China","year":2009,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":183,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Automotive industry; Subsidiary; Enabling; Business; Context (archaeology); Supplier relationship management; Supply chain; China; Process management; Industrial organization; Key (lock); Marketing; Supply chain management; Knowledge management; Computer science; Multinational corporation; Engineering","authors":[{"name":"Martin Lockström","is_ca":false},{"name":"Joachim Schadel","is_ca":true},{"name":"Norma Harrison","is_ca":true},{"name":"Roger Moser","is_ca":true},{"name":"Manoj K. Malhotra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02767873477847757,"gpt":0.2900296236862003,"spread":0.2623508889077227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002620066,0.0003637683,0.0005206034,0.00197233,0.004860242,0.001454667,0.00099492,0.0009380843,0.002531993],"category_scores_gemma":[0.004364244,0.0005523905,0.0003982222,0.00268647,0.001330386,0.0009537598,0.00175581,0.0008434629,0.0001161357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007995669,"about_ca_system_score_gemma":0.006918284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1312573,"about_ca_topic_score_gemma":0.1815518,"domain_scores_codex":[0.9980695,0.0007855126,0.00009421401,0.0001707776,0.0002766351,0.000603391],"domain_scores_gemma":[0.9962364,0.001979414,0.0007607297,0.0001454167,0.0004357095,0.0004423565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001778188,0.001162478,0.8658241,0.0001728509,0.00005895173,0.01347139,0.1006971,0.001882986,0.001989305,0.001899347,0.000335118,0.01232846],"study_design_scores_gemma":[0.0000511223,0.0005687905,0.5942408,0.0001387498,0.00008474279,0.0011385,0.3927104,0.007138114,0.001458072,0.0004688507,0.001954469,0.0000474545],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996012,0.00001858908,0.00004889325,0.0000347985,5.429052e-7,0.00001595891,0.000005507577,4.466073e-7,0.0002739914],"genre_scores_gemma":[0.9996436,0.00004620539,0.0001075613,0.00001087461,7.738507e-7,0.00001657876,0.00001247895,4.508741e-7,0.00016155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1312573,"threshold_uncertainty_score":0.2609864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134345563","doi":"10.1016/j.techfore.2021.120717","title":"Digitalization of the healthcare supply chain: A roadmap to generate benefits and effectively support healthcare delivery","year":2021,"lang":"en","type":"article","venue":"Technological Forecasting and Social Change","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":181,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"Agence Nationale de la Recherche","keywords":"Supply chain; Software deployment; Business; Health care; Process management; Healthcare delivery; Supply chain management; Order (exchange); Computer science; Operations management; Risk analysis (engineering); Marketing; Engineering; Economics","authors":[{"name":"Martin Beaulieu","is_ca":true},{"name":"Omar Bentahar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1076121334448361,"gpt":0.2631146604688461,"spread":0.15550252702401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004945784,0.0009238815,0.0005259873,0.00308323,0.00127858,0.01372706,0.002169851,0.003648508,0.02059949],"category_scores_gemma":[0.0137,0.0003372715,0.000759244,0.004196147,0.002845551,0.02226687,0.004178042,0.003247652,0.002982754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003778558,"about_ca_system_score_gemma":0.01125163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006048067,"about_ca_topic_score_gemma":0.006011631,"domain_scores_codex":[0.9982191,0.0007730433,0.0001408429,0.0001682983,0.0004685923,0.0002300821],"domain_scores_gemma":[0.980561,0.008694009,0.001747136,0.002269095,0.004364803,0.002363974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001269433,0.0003450329,0.009535123,0.001570645,0.00009012295,0.0001671814,0.001115938,0.006893932,0.002015911,0.3202331,0.05526263,0.6026435],"study_design_scores_gemma":[0.00003691811,0.0001907757,0.006529974,0.002485329,0.0000885606,0.0003342354,0.005718189,0.0134467,0.002739852,0.4674964,0.5008349,0.00009823615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.04658739,0.06178864,0.1655336,0.4887057,0.005009906,0.0005389943,0.002295839,0.002575271,0.2269647],"genre_scores_gemma":[0.6659022,0.1121194,0.1592643,0.02391654,0.005157233,0.0004055706,0.003152362,0.0003910077,0.02969134],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02059949,"threshold_uncertainty_score":0.06891215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058260127","doi":"10.1108/13598540510612767","title":"The effect of supplier development initiatives on purchasing performance: a structural model","year":2005,"lang":"en","type":"article","venue":"Supply Chain Management An International Journal","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":179,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nipissing University; Wilfrid Laurier University","funders":"","keywords":"Purchasing; Supplier relationship management; Structural equation modeling; Business; Supply chain management; Supply chain; Sample (material); Supplier evaluation; Marketing; Empirical research; Process management; Purchasing management; Industrial organization; Operations management; Computer science; Economics","authors":[{"name":"Cristóbal Sánchez‐Rodríguez","is_ca":true},{"name":"David Hemsworth","is_ca":true},{"name":"Ángel Rafael Martínez Lorente","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01441593342074168,"gpt":0.2680036794790251,"spread":0.2535877460582834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00749255,0.001199761,0.0008638523,0.002805611,0.0008137155,0.002768716,0.00252601,0.002144706,0.01219456],"category_scores_gemma":[0.02114498,0.0008800702,0.003541536,0.002292424,0.001346087,0.002378859,0.00248491,0.002324768,0.00143039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002918343,"about_ca_system_score_gemma":0.004474899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01199568,"about_ca_topic_score_gemma":0.007404111,"domain_scores_codex":[0.9944869,0.003378231,0.0002621841,0.000666733,0.0006101959,0.0005958158],"domain_scores_gemma":[0.9628645,0.02766169,0.004172964,0.001208929,0.002440425,0.001651644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001128736,0.002842607,0.8516042,0.0006337825,0.00283788,0.0008343966,0.006964013,0.06497575,0.001341025,0.02251372,0.003140513,0.04118348],"study_design_scores_gemma":[0.0004083124,0.00307234,0.3700988,0.0006626977,0.002744712,0.0005471692,0.003984423,0.5864353,0.0006801628,0.02765705,0.0035451,0.0001639536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634003,0.0007135869,0.02227798,0.00262504,0.00009226466,0.0004536638,0.0009246961,0.0001966776,0.009315923],"genre_scores_gemma":[0.9933426,0.0002844873,0.004149307,0.0001203183,0.00003813916,0.000233612,0.0004138639,0.00002368555,0.001394145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01219456,"threshold_uncertainty_score":0.04079479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978940482","doi":"10.1108/01443570710720630","title":"ISO 9000: integration rationales and organizational impacts","year":2007,"lang":"en","type":"article","venue":"International Journal of Operations & Production Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":178,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Certification; Typology; Process (computing); Process management; Quality (philosophy); Business; Originality; Knowledge management; Computer science; Management; Economics; Qualitative research; Sociology","authors":[{"name":"Olivier Boiral","is_ca":true},{"name":"Marie‐Josée Roy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0160011154579306,"gpt":0.2727977016204589,"spread":0.2567965861625283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007885756,0.000370949,0.0002041677,0.002071123,0.001168313,0.002827451,0.0005130664,0.0003822702,0.00213931],"category_scores_gemma":[0.01979715,0.0001667804,0.0004255183,0.001999647,0.002680639,0.001009313,0.001351665,0.0005891619,0.0001570045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008241529,"about_ca_system_score_gemma":0.01216924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05176821,"about_ca_topic_score_gemma":0.08350453,"domain_scores_codex":[0.9932367,0.001508397,0.000317712,0.0003088956,0.004039614,0.000588808],"domain_scores_gemma":[0.980211,0.00719323,0.005865628,0.0009660973,0.004866124,0.0008980267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004068604,0.000551587,0.7932041,0.0007134765,0.0000822839,0.0002353462,0.009519092,0.004379488,0.008671734,0.02121671,0.0004950178,0.1605244],"study_design_scores_gemma":[0.00001385407,0.0003550673,0.9797402,0.0001075671,0.00004594871,0.00006880728,0.009281129,0.002294193,0.002261991,0.002321738,0.003474553,0.0000350213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854214,0.00012911,0.001945825,0.0001943429,0.000006669076,0.0001460031,0.00005374063,0.00001515639,0.01208786],"genre_scores_gemma":[0.9969003,0.00007288728,0.002330938,0.00001963664,0.000002779692,0.00002425259,0.00004600974,0.000004345498,0.0005989078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05176821,"threshold_uncertainty_score":0.1029338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973350451","doi":"10.1016/j.jom.2013.07.001","title":"Do a country's logistical capabilities moderate the external integration performance relationship?","year":2013,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":175,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Business; Operations management; Process management; Industrial organization; Economics","authors":[{"name":"Frank Wiengarten","is_ca":false},{"name":"Mark Pagell","is_ca":false},{"name":"Muhammad Usman Ahmed","is_ca":true},{"name":"Cristina Mallor Giménez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03310399892433769,"gpt":0.2544319251582681,"spread":0.2213279262339304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001088677,0.0003415572,0.0003307147,0.001012885,0.001072604,0.003496972,0.0004581227,0.0006859927,0.009295757],"category_scores_gemma":[0.006751344,0.0001695858,0.000408033,0.001362634,0.001329642,0.001634245,0.002980039,0.0009986151,0.0006652463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006703901,"about_ca_system_score_gemma":0.0007978019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006153359,"about_ca_topic_score_gemma":0.007385392,"domain_scores_codex":[0.9987942,0.0005081528,0.00006918853,0.000145075,0.0001677166,0.0003155845],"domain_scores_gemma":[0.9812413,0.004941409,0.008416967,0.0005911977,0.001042246,0.003767023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001353053,0.0002239718,0.993541,0.00001699803,0.0001236342,0.000182181,0.0008097279,0.000442792,0.0002388523,0.0006326407,0.0002697221,0.003383165],"study_design_scores_gemma":[0.00000509964,0.0001311925,0.9923748,0.0000441897,0.00004759767,0.00006887574,0.005615752,0.0006004809,0.0001454651,0.0003108299,0.0006435502,0.00001218982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959766,0.0000506362,0.0001151584,0.0001488434,0.000006041567,0.000004453532,0.00004794245,0.000003185675,0.003647165],"genre_scores_gemma":[0.9995286,0.00002893496,0.00004510137,0.00002122391,0.000003599203,0.000003229839,0.00004330487,0.00000167398,0.0003242978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009295757,"threshold_uncertainty_score":0.03109741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164114082","doi":"10.1108/13598540610703882","title":"Quality in supply chains: an empirical analysis","year":2006,"lang":"en","type":"article","venue":"Supply Chain Management An International Journal","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":170,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Operationalization; Supply chain; Supply chain management; Business; Quality (philosophy); Originality; Marketing; Product (mathematics); Quality management; Empirical research; Process management; Supply chain risk management; Service management; Knowledge management; Qualitative research; Computer science","authors":[{"name":"Ismail Sila","is_ca":true},{"name":"Maling Ebrahimpour","is_ca":false},{"name":"Christiane Birkholz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02969028468641912,"gpt":0.3240001858025469,"spread":0.2943099011161278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004631575,0.0002159953,0.0002837873,0.004048964,0.001046248,0.00239183,0.0005196782,0.0005690519,0.007971537],"category_scores_gemma":[0.02683582,0.0003046261,0.0005037443,0.008744763,0.0009922652,0.002814657,0.00156579,0.0007782755,0.0004897131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002845029,"about_ca_system_score_gemma":0.00265076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0095995,"about_ca_topic_score_gemma":0.006001982,"domain_scores_codex":[0.9964293,0.001402168,0.0003139414,0.0002654657,0.001150653,0.0004384698],"domain_scores_gemma":[0.9467248,0.03517361,0.007315693,0.001285748,0.008102754,0.001397361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001871083,0.0006254326,0.9380311,0.000430824,0.0001429189,0.0002760657,0.004556249,0.003880351,0.0002293166,0.007249703,0.001189262,0.0432016],"study_design_scores_gemma":[0.0001404111,0.001204033,0.8792,0.001188345,0.0004246313,0.0006631389,0.0513401,0.04134363,0.001254808,0.007694744,0.01549491,0.00005118042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842904,0.0008258426,0.004195673,0.0006115576,0.00001107002,0.0002784553,0.0004641731,0.00002399637,0.009298845],"genre_scores_gemma":[0.9971871,0.0005309003,0.001344654,0.00005554692,0.000008133289,0.00005924058,0.000320422,0.000004601466,0.0004895098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0095995,"threshold_uncertainty_score":0.02666742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035114039","doi":"10.1080/00207543.2011.613870","title":"Research opportunities in purchasing and supply management","year":2011,"lang":"en","type":"article","venue":"International Journal of Production Research","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":170,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; University of Manitoba","funders":"","keywords":"Supply management; Purchasing; Business; Supply chain management; Process management; Industrial organization; Operations management; Computer science; Marketing; Supply chain; Engineering","authors":[{"name":"Tobias Schoenherr","is_ca":false},{"name":"Sachin B. Modi","is_ca":false},{"name":"W.C. Benton","is_ca":false},{"name":"Craig R. Carter","is_ca":false},{"name":"Thomas Y. Choi","is_ca":false},{"name":"Paul D. Larson","is_ca":true},{"name":"Michiel R. Leenders","is_ca":true},{"name":"Vincent A. Mabert","is_ca":false},{"name":"Ram Narasimhan","is_ca":false},{"name":"Stephan M. Wagner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4340442757187473,"gpt":0.4260829360586132,"spread":0.007961339660134015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01473184,0.0003263931,0.0005346434,0.003029864,0.004069086,0.007017618,0.001036435,0.002338575,0.01000469],"category_scores_gemma":[0.01857622,0.0002726125,0.0002949093,0.008685263,0.008572423,0.01036298,0.003093315,0.002574769,0.000831787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002526929,"about_ca_system_score_gemma":0.004691536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000792402,"about_ca_topic_score_gemma":0.001141827,"domain_scores_codex":[0.9859574,0.01075654,0.0003847634,0.0006176374,0.001732644,0.000551104],"domain_scores_gemma":[0.9452884,0.04883812,0.001432236,0.00145702,0.001591606,0.001392611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007136161,0.0003439838,0.006938837,0.001123144,0.00002002702,0.0004630951,0.07384681,0.0005246497,0.0004351746,0.7563255,0.008521764,0.1513857],"study_design_scores_gemma":[0.00002890623,0.0003162437,0.01049591,0.001908188,0.00001225475,0.001082946,0.1788734,0.001640073,0.0006414818,0.5715073,0.2334567,0.00003649169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2082246,0.08729031,0.04746899,0.1528729,0.002292882,0.0003756026,0.0002056676,0.0000708169,0.5011982],"genre_scores_gemma":[0.8870137,0.05897606,0.02596152,0.01005235,0.002530504,0.000322439,0.0000962575,0.00003445124,0.01501284],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01473184,"threshold_uncertainty_score":0.07791036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946431716","doi":"10.5267/j.msl.2019.5.011","title":"The influence of total quality management toward organization performance","year":2019,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":168,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Total quality management; Business; Process management; Tertiary sector of the economy; Service (business); Marketing; Quality (philosophy); Service quality; Operations management; Conceptual model; Knowledge management; Business administration; Computer science; Engineering","authors":[{"name":"Yuni Pambreni","is_ca":false},{"name":"Ali Khatibi","is_ca":false},{"name":"S. M. Ferdous Azam","is_ca":false},{"name":"Jacquline Tham","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01065710389125126,"gpt":0.2224776537943838,"spread":0.2118205499031326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002878024,0.0002110844,0.0001626705,0.0006108746,0.0003964533,0.001592603,0.0002085595,0.0002100184,0.002074138],"category_scores_gemma":[0.009074633,0.00008806939,0.0002627514,0.000666899,0.0005156747,0.0006403581,0.0008936159,0.0004007598,0.0001867234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007506888,"about_ca_system_score_gemma":0.001340422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002756503,"about_ca_topic_score_gemma":0.003952626,"domain_scores_codex":[0.9973342,0.001206794,0.0001375393,0.0001502783,0.0008224072,0.0003488342],"domain_scores_gemma":[0.9792148,0.008191974,0.006216697,0.000651463,0.003021178,0.002703994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006916724,0.0007118252,0.8174839,0.000396953,0.0003608311,0.0001829468,0.00245033,0.003297691,0.004622926,0.001795648,0.0009180061,0.1670873],"study_design_scores_gemma":[0.00001763727,0.001202017,0.9914056,0.00007306477,0.00009850984,0.0001055825,0.001753099,0.001980621,0.00154975,0.000636209,0.001159905,0.00001789449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895743,0.0005058997,0.001022153,0.0002856265,0.00001008786,0.00001916409,0.00003531418,0.00002343412,0.008524039],"genre_scores_gemma":[0.9992955,0.00009660235,0.0002236343,0.00002056245,0.000006137893,0.00000362644,0.00001676814,0.000002924545,0.0003341417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002878024,"threshold_uncertainty_score":0.01522064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031542396","doi":"10.1108/13598540910954520","title":"An empirical study of the relationships among strategy, flexibility, and performance in the supply chain context","year":2009,"lang":"en","type":"article","venue":"Supply Chain Management An International Journal","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":160,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Carleton University","funders":"","keywords":"Flexibility (engineering); Supply chain; Context (archaeology); Business; Supply chain management; Empirical research; Marketing; Product (mathematics); Originality; Industrial organization; Process management; Operations management; Economics; Qualitative research","authors":[{"name":"Kamel Fantazy","is_ca":true},{"name":"Vinod Kumar","is_ca":true},{"name":"Uma Kumar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0549511721409954,"gpt":0.3121355673133211,"spread":0.2571843951723258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002021609,0.0003402436,0.0002611821,0.001531794,0.001756219,0.002354832,0.0004397582,0.0004579648,0.00291394],"category_scores_gemma":[0.0100886,0.0001872164,0.0002614203,0.003724553,0.001944468,0.001902703,0.00148884,0.000689063,0.0001516449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006308587,"about_ca_system_score_gemma":0.009417041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2002145,"about_ca_topic_score_gemma":0.2453499,"domain_scores_codex":[0.9980545,0.0005915676,0.0001019511,0.0001861455,0.0006077224,0.0004580558],"domain_scores_gemma":[0.9889637,0.005578292,0.002414719,0.0002700477,0.001689404,0.001083799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001000057,0.0003003574,0.9533172,0.0002081604,0.0001148403,0.0003801647,0.01236531,0.00129545,0.0007588802,0.004070295,0.000284653,0.02680467],"study_design_scores_gemma":[0.00000624269,0.0001955884,0.9520644,0.0001434486,0.00005050197,0.00009126228,0.04315853,0.001752411,0.0002895721,0.0009111866,0.001310682,0.00002635306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950664,0.0001771412,0.0003469691,0.0001184594,0.000002483651,0.00003302694,0.00005593299,0.000002232398,0.004197269],"genre_scores_gemma":[0.9994375,0.0001003763,0.0002028302,0.00001961191,0.000001640251,0.000008539575,0.0000360947,5.718256e-7,0.0001927467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2002145,"threshold_uncertainty_score":0.3980982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1579976517","doi":"10.1108/01443570210420412","title":"Hybrid stockless: a case study","year":2002,"lang":"en","type":"article","venue":"International Journal of Operations & Production Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":159,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"HEC Montréal; Bell (Canada)","funders":"","keywords":"Business; Unit (ring theory); Operations management; Supply chain; Balance (ability); Distributor; Health care; Point (geometry); Diversity (politics); Institution; Industrial organization; Marketing; Economics; Medicine","authors":[{"name":"Hugo Rivard‐Royer","is_ca":true},{"name":"Sylvain Landry","is_ca":true},{"name":"Martin Beaulieu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04205244064030938,"gpt":0.2876801015948104,"spread":0.245627660954501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001236852,0.0007651242,0.0003565905,0.001166642,0.004604053,0.002387976,0.001768591,0.003387765,0.006252733],"category_scores_gemma":[0.003406555,0.0003733932,0.0004896074,0.001615219,0.002145713,0.00157004,0.001765424,0.001649791,0.0007436646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002485938,"about_ca_system_score_gemma":0.001380943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.016617,"about_ca_topic_score_gemma":0.03053229,"domain_scores_codex":[0.9989889,0.000346927,0.0000527734,0.00009567179,0.0002573826,0.000258337],"domain_scores_gemma":[0.9985305,0.0006132788,0.0001738474,0.0001060449,0.000118387,0.0004578913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0007588056,0.004752469,0.0683176,0.000603869,0.00009759763,0.6900036,0.05534544,0.01020538,0.003577183,0.03951472,0.01654489,0.1102784],"study_design_scores_gemma":[0.0002707064,0.003614273,0.04421512,0.0006106865,0.00012879,0.5460507,0.1972253,0.03216664,0.01073719,0.017742,0.1469647,0.0002739499],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717542,0.0009602611,0.005127513,0.002369881,0.00006549145,0.0001432721,0.0002001538,0.00005548892,0.01932379],"genre_scores_gemma":[0.982922,0.0009013043,0.00428863,0.0005181689,0.00003835736,0.0000566725,0.0001059007,0.000036312,0.01113274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.016617,"threshold_uncertainty_score":0.03304058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060108322","doi":"10.1016/j.jom.2012.11.002","title":"On the relationship between supplier integration and time‐to‐market","year":2012,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":152,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Spillover effect; Supplier relationship management; Industrial organization; Business; Market integration; Product (mathematics); Process (computing); Empirical research; Information integration; Marketing; Supply chain management; Economics; Supply chain; Microeconomics; Computer science","authors":[{"name":"Johan Perols","is_ca":false},{"name":"Carsten Zimmermann","is_ca":true},{"name":"S.C.J.J. Kortmann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04254634859181641,"gpt":0.270625921292165,"spread":0.2280795727003485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00332559,0.000181412,0.0002827217,0.001540841,0.0005473935,0.001559301,0.0003635176,0.0005681528,0.009674985],"category_scores_gemma":[0.02978091,0.0001467981,0.0004149086,0.001949379,0.0005994627,0.001639285,0.001482278,0.00100971,0.0005706689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009305847,"about_ca_system_score_gemma":0.001001184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003635707,"about_ca_topic_score_gemma":0.002966122,"domain_scores_codex":[0.998512,0.0006410994,0.0001088548,0.0001216833,0.0004170425,0.0001992664],"domain_scores_gemma":[0.8958731,0.07048795,0.02252991,0.001497514,0.004529338,0.005082225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003528627,0.0004065751,0.9695179,0.00006012196,0.0001030657,0.0002630054,0.001197657,0.00330568,0.000760554,0.003972298,0.0003048889,0.01975543],"study_design_scores_gemma":[0.00002242815,0.0003105722,0.9878362,0.00005912504,0.00008876845,0.0001485026,0.001832843,0.005505794,0.0006278894,0.002699368,0.0008355085,0.00003306918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932523,0.0004023584,0.001188737,0.0002345799,0.000005389853,0.00001395045,0.00007349797,0.000008985312,0.004820163],"genre_scores_gemma":[0.999346,0.0001009844,0.0001774828,0.00001498422,0.00000713436,0.000005242448,0.00005714898,0.00000302323,0.0002879245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009674985,"threshold_uncertainty_score":0.0323661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125120881","doi":"10.1186/2046-4053-3-103","title":"Lean management in health care: definition, concepts, methodology and effects reported (systematic review protocol)","year":2014,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":150,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Saskatchewan","funders":"","keywords":"Medicine; Protocol (science); Systematic review; Health care; MEDLINE; Randomized controlled trial; Cochrane Library; Research design; Quality management; Clinical study design; Comparative effectiveness research; Quality (philosophy); Management science; Process management; Alternative medicine; Operations management; Clinical trial; Management system; Surgery","authors":[{"name":"Adegboyega Lawal","is_ca":true},{"name":"Thomas Rotter","is_ca":true},{"name":"Leigh Kinsman","is_ca":false},{"name":"Nazmi Sari","is_ca":true},{"name":"Elizabeth Harrison","is_ca":true},{"name":"Cathy Jeffery","is_ca":true},{"name":"Mareike Kutz","is_ca":false},{"name":"Mohammad Faizul Haque Khan","is_ca":true},{"name":"Rachel Flynn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1165877165764646,"gpt":0.3881301320453887,"spread":0.271542415468924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1267094,0.005480514,0.01809959,0.01828946,0.003710241,0.009782297,0.004846134,0.008947311,0.06006008],"category_scores_gemma":[0.1593999,0.006552943,0.01692248,0.02004769,0.005957016,0.009880471,0.006773584,0.00865501,0.01163689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0161068,"about_ca_system_score_gemma":0.07069686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00488047,"about_ca_topic_score_gemma":0.009937746,"domain_scores_codex":[0.9013895,0.04547366,0.03512747,0.005717947,0.009046676,0.003244677],"domain_scores_gemma":[0.9123908,0.0401686,0.0201093,0.007695118,0.01743064,0.002205462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003572089,0.0001911064,0.0006672767,0.9216315,0.002383646,0.0002801313,0.001398719,0.0007848957,0.0009736757,0.005327044,0.02386359,0.03892635],"study_design_scores_gemma":[0.01546601,0.001602411,0.004979721,0.8242685,0.01043109,0.0006073246,0.002297187,0.001240962,0.002958321,0.01207907,0.1235843,0.0004850749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003962999,0.003911766,0.002638006,0.0004938439,0.0003120294,0.9850556,0.006423946,0.0001012541,0.0006672313],"genre_scores_gemma":[0.0004121296,0.001338293,0.005007245,0.0001483758,0.00001636978,0.9924844,0.0004196297,0.000009609799,0.0001640572],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1267094,"threshold_uncertainty_score":0.6701112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051244957","doi":"10.1108/01443570910945800","title":"Aligning competitive priorities in the supply chain: the role of interactions with suppliers","year":2009,"lang":"en","type":"article","venue":"International Journal of Operations & Production Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":148,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"HEC Montréal","funders":"","keywords":"Supply chain; Business; Leverage (statistics); Supply chain management; Industrial organization; Competitive advantage; Strategic sourcing; Linkage (software); Flexibility (engineering); Competition (biology); Empirical research; Marketing; Service management; Process management; Strategic planning; Computer science; Economics; Strategic financial management","authors":[{"name":"Stephan Vachon","is_ca":true},{"name":"Alain Halley","is_ca":true},{"name":"Martin Beaulieu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01127801111062532,"gpt":0.2528529726966716,"spread":0.2415749615860463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005453551,0.000377717,0.000328422,0.002441611,0.002952961,0.005685384,0.0007493086,0.0009545762,0.00309948],"category_scores_gemma":[0.02747831,0.0003480816,0.0002283233,0.003671265,0.002847174,0.003833303,0.003277338,0.001099778,0.0003657556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003699955,"about_ca_system_score_gemma":0.0061728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01592985,"about_ca_topic_score_gemma":0.01319858,"domain_scores_codex":[0.9906952,0.005399492,0.0004249572,0.0004024742,0.002168261,0.0009095721],"domain_scores_gemma":[0.9273075,0.03894521,0.01957342,0.00100736,0.007321285,0.005845231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001837336,0.0002364306,0.9030626,0.0002087868,0.0001433794,0.0009197591,0.02680322,0.002924843,0.001981474,0.007303225,0.0007480865,0.05548446],"study_design_scores_gemma":[0.00003419152,0.0004851174,0.8258098,0.0005322981,0.0001604481,0.00111887,0.1316002,0.01063941,0.001676453,0.01569737,0.01210168,0.0001441092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782677,0.0006719159,0.005089998,0.001596775,0.00001374883,0.00005294734,0.00003725002,0.00002845327,0.01424128],"genre_scores_gemma":[0.9985124,0.00018189,0.0009080578,0.00007853745,0.000005591568,0.000008780947,0.0000155662,0.00000323298,0.0002858668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01592985,"threshold_uncertainty_score":0.03167427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025825841","doi":"10.1504/ijmtm.2008.020176","title":"An initiative to implement lean manufacturing using value stream mapping in a small company","year":2008,"lang":"en","type":"article","venue":"International Journal of Manufacturing Technology and Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":143,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Value stream mapping; Lean manufacturing; Manufacturing engineering; Lean project management; Engineering; Value (mathematics); Business; Lean software development; Operations management; Process management; Computer science; Engineering drawing; Industrial engineering","authors":[{"name":"Chandandeep S. Grewal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05016146524424202,"gpt":0.2834260950996982,"spread":0.2332646298554562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004481966,0.000348683,0.000132828,0.0007190401,0.001604395,0.001977107,0.0008299031,0.0006114694,0.001692625],"category_scores_gemma":[0.003723205,0.0001828264,0.0003012648,0.0007193969,0.000853201,0.00150191,0.001973321,0.0006620687,0.000250108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001773447,"about_ca_system_score_gemma":0.006160351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002361423,"about_ca_topic_score_gemma":0.004006568,"domain_scores_codex":[0.9982923,0.0009157851,0.00006424348,0.0001415926,0.0004650335,0.0001210048],"domain_scores_gemma":[0.9966222,0.0009765932,0.0002965087,0.0003789555,0.001019355,0.0007063989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"design_other","study_design_scores_codex":[0.0004703695,0.002344239,0.0125565,0.0006124689,0.00005165188,0.001147761,0.009157013,0.01520432,0.04259745,0.05166648,0.01269755,0.8514943],"study_design_scores_gemma":[0.001083273,0.01699778,0.0470505,0.0008491229,0.0002387916,0.002607401,0.02539155,0.1520507,0.08915912,0.06010211,0.6041088,0.0003607482],"study_design_candidate":"design_other","study_design_consensus":"design_other","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4765502,0.0004644127,0.4544859,0.00842092,0.000325032,0.001970968,0.0001067452,0.002812034,0.05486376],"genre_scores_gemma":[0.5708692,0.0003128093,0.4162391,0.0006804036,0.00003968976,0.0004115341,0.0001285932,0.00007978591,0.01123892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004481966,"threshold_uncertainty_score":0.02370322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1518978000","doi":"10.1108/02656711111101755","title":"The role of leadership competencies for implementing TQM","year":2011,"lang":"en","type":"article","venue":"International Journal of Quality & Reliability Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":128,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Island University; Island Health","funders":"","keywords":"Total quality management; Benchmarking; Quality management; Process management; Knowledge management; Business; Exploratory research; Construct (python library); Context (archaeology); Certification; Quality (philosophy); Marketing; Management; Service (business); Computer science; Sociology","authors":[{"name":"Anupam Das","is_ca":true},{"name":"Vinod Kumar","is_ca":false},{"name":"Uma Kumar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1115896220402403,"gpt":0.3133785455869793,"spread":0.201788923546739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00346804,0.0002244093,0.0001795047,0.0006959703,0.0009362203,0.002283525,0.0003250904,0.0002654772,0.002743893],"category_scores_gemma":[0.01865393,0.0001160893,0.0001775275,0.00043911,0.00129828,0.0007338141,0.001206031,0.000832852,0.0002615562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117882,"about_ca_system_score_gemma":0.005543155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0041325,"about_ca_topic_score_gemma":0.005973494,"domain_scores_codex":[0.9953924,0.002561333,0.0001790611,0.0002264104,0.00104543,0.000595424],"domain_scores_gemma":[0.9732322,0.01268522,0.005530405,0.0007548077,0.003765515,0.004031936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001872197,0.00117279,0.520652,0.00163165,0.0001958745,0.0008707134,0.01576827,0.003430663,0.00380058,0.02309002,0.004660391,0.4245399],"study_design_scores_gemma":[0.0000747042,0.0007937495,0.9279631,0.001700947,0.0001345411,0.0009925887,0.01909457,0.008100558,0.00306451,0.01475898,0.02323873,0.00008307582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9078789,0.002711145,0.01238178,0.005221162,0.0001104055,0.0001849342,0.0001403274,0.00009715986,0.07127414],"genre_scores_gemma":[0.9974588,0.0002685733,0.00171838,0.0001136254,0.0000151894,0.00001906085,0.00001807121,0.000002756459,0.0003854705],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0041325,"threshold_uncertainty_score":0.01834095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000814804","doi":"10.1007/s00170-006-0870-2","title":"Lean philosophy: implementation in a forging company","year":2007,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":125,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Value stream mapping; Forging; Scope (computer science); Lean laboratory; Lean manufacturing; Manufacturing engineering; Process (computing); Lean project management; Taguchi methods; Industrial engineering; Production (economics); Engineering; Batch production; Kanban; Process management; Computer science; Operations management; Mechanical engineering; Economics","authors":[{"name":"Ajit Kumar Sahoo","is_ca":true},{"name":"Nitish Kumar Singh","is_ca":false},{"name":"Ravi Shankar","is_ca":false},{"name":"Manoj Tiwari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01664889710318722,"gpt":0.2946832013168104,"spread":0.2780343042136231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004905093,0.0002659421,0.000137055,0.000402755,0.003539922,0.003883104,0.0007625929,0.001672221,0.002372605],"category_scores_gemma":[0.003829997,0.0002386293,0.000234187,0.0004483208,0.00308589,0.001948219,0.002530701,0.002232634,0.0003998196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00292354,"about_ca_system_score_gemma":0.009574147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003030876,"about_ca_topic_score_gemma":0.005928223,"domain_scores_codex":[0.9976575,0.001278951,0.00005280237,0.0001392137,0.0005415002,0.0003299972],"domain_scores_gemma":[0.9972119,0.001026217,0.0001605024,0.0002953356,0.000508978,0.0007970366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0007587772,0.00300204,0.01585976,0.000235074,0.0000561839,0.001786488,0.05077459,0.01920059,0.01278556,0.4711564,0.01174946,0.412635],"study_design_scores_gemma":[0.0007307748,0.006869051,0.03058766,0.000747867,0.0001982836,0.00166518,0.1014947,0.1742022,0.03800616,0.4488023,0.1963997,0.0002961163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7827473,0.0002075721,0.1213385,0.0108109,0.0001239793,0.0002615637,0.0000251777,0.0005637376,0.08392124],"genre_scores_gemma":[0.9360139,0.0001089909,0.05010763,0.0005134048,0.0000125725,0.00004878176,0.00001237706,0.00005367508,0.01312865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004905093,"threshold_uncertainty_score":0.0259409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W165656783","doi":"10.60164/55h8g4h8c","title":"Lean Construction: Where Are We and How To Proceed?","year":2004,"lang":"en","type":"article","venue":"Lean Construction Journal","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":123,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Lean construction; Lean project management; Process (computing); Value stream mapping; Lean manufacturing; Process management; Value (mathematics); Happening; Engineering; Computer science; Business; Operations management; Construction industry; Construction engineering; History","authors":[{"name":"Sven Bertelsen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02067916270447815,"gpt":0.2251313374857839,"spread":0.2044521747813058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04544888,0.001858728,0.001716645,0.00354702,0.00865478,0.02983328,0.003197943,0.007399494,0.008691773],"category_scores_gemma":[0.04154572,0.00096785,0.001108877,0.005131394,0.03741096,0.03670063,0.009514228,0.01491405,0.005180792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008769292,"about_ca_system_score_gemma":0.03286539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007717008,"about_ca_topic_score_gemma":0.009300785,"domain_scores_codex":[0.9598898,0.02674974,0.001385328,0.001440648,0.00701641,0.00351812],"domain_scores_gemma":[0.9720239,0.01347989,0.002091869,0.002092887,0.005549057,0.004762399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000787638,0.0001822198,0.002708169,0.001722089,0.00009898667,0.0003009833,0.01647831,0.001843899,0.0004405987,0.6520639,0.07706375,0.2470184],"study_design_scores_gemma":[0.00002151349,0.00004245853,0.0005189764,0.003413904,0.00001842025,0.0001275956,0.02314683,0.000646924,0.0003174744,0.7440372,0.2276423,0.00006628713],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006566076,0.07407379,0.1467074,0.6920915,0.007230265,0.0003263299,0.0001744041,0.0009188516,0.07191142],"genre_scores_gemma":[0.3957251,0.1690596,0.3215102,0.06884884,0.004137161,0.00145095,0.0005684512,0.001560439,0.03713923],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04544888,"threshold_uncertainty_score":0.2403595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065437587","doi":"10.1016/j.jom.2010.11.014","title":"Toward a theory of managing context in Six Sigma process‐improvement projects: An action research investigation⋆","year":2010,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":120,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Context (archaeology); Six Sigma; Action research; Knowledge management; Process (computing); Field (mathematics); Action (physics); Process management; Qualitative research; Computer science; Extant taxon; Sociology; Business; Marketing; Social science; Mathematics","authors":[{"name":"Anand Nair","is_ca":true},{"name":"Manoj K. Malhotra","is_ca":false},{"name":"Sanjay L. Ahire","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1294174993375825,"gpt":0.3575278524708491,"spread":0.2281103531332666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02317714,0.0008869139,0.0007002529,0.003566689,0.005161376,0.00908769,0.002268421,0.003096482,0.002549466],"category_scores_gemma":[0.02756901,0.0009125042,0.0008451375,0.00283946,0.0159666,0.01302688,0.007086567,0.003312763,0.0002351896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005217071,"about_ca_system_score_gemma":0.007975101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001901791,"about_ca_topic_score_gemma":0.002997303,"domain_scores_codex":[0.959013,0.03520764,0.0007220338,0.001621518,0.002674218,0.0007614424],"domain_scores_gemma":[0.967681,0.02452366,0.0027244,0.001952678,0.002092044,0.001026319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001393172,0.0006567358,0.0220546,0.00113328,0.0001053693,0.0007613656,0.2025615,0.007056926,0.002170665,0.6789798,0.001388301,0.08299219],"study_design_scores_gemma":[0.0002838464,0.0008237339,0.009823052,0.003331684,0.0001562663,0.0006783415,0.29681,0.04536514,0.002527693,0.587976,0.05207892,0.000145308],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4675328,0.001797074,0.4079819,0.01575682,0.0001798119,0.0020834,0.000117585,0.0001712282,0.1043795],"genre_scores_gemma":[0.9211749,0.0004440481,0.07625459,0.0004412813,0.00001432836,0.000960926,0.0000329665,0.0000153829,0.0006616462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02317714,"threshold_uncertainty_score":0.1225739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070751507","doi":"10.1108/17410400610710206","title":"A sustainable continuous improvement methodology at an aerospace company","year":2006,"lang":"en","type":"article","venue":"International Journal of Productivity and Performance Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":119,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Aerospace; Kaizen; Documentation; Originality; Benchmarking; Quality management; Process management; Competitive advantage; Variety (cybernetics); Quality (philosophy); Computer science; Six Sigma; Business; Engineering management; Operations management; Marketing; Lean manufacturing; Service (business); Engineering; Qualitative research","authors":[{"name":"Nadia Bhuiyan","is_ca":true},{"name":"Amit Baghel","is_ca":true},{"name":"Jim Wilson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02528021517891809,"gpt":0.2683288160045074,"spread":0.2430486008255893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01045583,0.0004717206,0.0003452591,0.001904374,0.002228103,0.002895273,0.001047146,0.0008779922,0.001583778],"category_scores_gemma":[0.007556462,0.0002737945,0.000516195,0.001971424,0.001385791,0.002037519,0.001594363,0.0009184238,0.0003105572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003127238,"about_ca_system_score_gemma":0.01013752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002385273,"about_ca_topic_score_gemma":0.003784957,"domain_scores_codex":[0.9846804,0.008508363,0.0007345433,0.001241951,0.004335302,0.0004995071],"domain_scores_gemma":[0.9899051,0.004017506,0.0009759692,0.0009754406,0.003517843,0.0006080296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001911546,0.001141902,0.01308619,0.0010755,0.00008857081,0.00162208,0.03186417,0.01108686,0.02319623,0.04317225,0.005312888,0.8681622],"study_design_scores_gemma":[0.0006085463,0.01485629,0.08371961,0.003045532,0.0006176245,0.005855325,0.08931816,0.1023384,0.09088609,0.0629594,0.5451781,0.0006168987],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3176185,0.001194406,0.6282848,0.003492918,0.0001219102,0.002696864,0.0001638361,0.001030338,0.0453965],"genre_scores_gemma":[0.5044518,0.0004191495,0.4874701,0.000317218,0.00002310004,0.001039734,0.0001524466,0.00004768602,0.006078759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01045583,"threshold_uncertainty_score":0.05529636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}