{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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":"f6721f944e9d","filters":{"venue":"Journal of Humanitarian Logistics and Supply Chain Management"}},"results":[{"id":"W2012525658","doi":"10.1108/20426741111122402","title":"Building humanitarian supply chain relationships: lessons from leading practitioners","year":2011,"lang":"en","type":"article","venue":"Journal of Humanitarian Logistics and Supply Chain Management","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":154,"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":"Supply chain; Originality; Context (archaeology); Business; Public relations; Supply chain management; Value (mathematics); Knowledge management; Qualitative research; Marketing; Sociology; Political science; Computer science; Social science","authors":[{"name":"Ron McLachlin","is_ca":true},{"name":"Paul D. Larson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06272819385700422,"gpt":0.2576237878825454,"spread":0.1948955940255412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00250322,0.0005214314,0.00065922,0.001352377,0.00105774,0.000779557,0.000732557,0.0001654431,0.0005824135],"category_scores_gemma":[0.0003132215,0.0005071503,0.0002423786,0.0004292569,0.0002281694,0.00123751,0.0004887346,0.000799087,0.0001016743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001886389,"about_ca_system_score_gemma":0.00003060451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002819,"about_ca_topic_score_gemma":0.0005583085,"domain_scores_codex":[0.9966816,0.0001155902,0.001217589,0.0005786773,0.0007311852,0.0006753953],"domain_scores_gemma":[0.9976779,0.0002221733,0.001170604,0.0005208788,0.0003114313,0.00009701294],"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":[0.0001579673,0.0004107101,0.01697155,0.000278479,0.0006577683,0.0008772095,0.002099625,0.001375392,0.00006014286,0.9571053,0.0153577,0.004648163],"study_design_scores_gemma":[0.005182183,0.000384588,0.1188617,0.001229587,0.002692407,0.00006859477,0.03389692,0.01152027,0.00002844739,0.5024914,0.3213449,0.002299028],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1218094,0.002460707,0.6212835,0.0226522,0.007845021,0.003117529,0.0001407459,0.000628214,0.2200627],"genre_scores_gemma":[0.9768745,0.0001943381,0.01861402,0.001294356,0.001917934,0.00002233636,0.00007082226,0.00008770797,0.0009240402],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.855065,"threshold_uncertainty_score":0.999738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318959531","doi":"10.1108/jhlscm-09-2021-0087","title":"A systematic literature review of food banks’ supply chain operations with a focus on optimization models","year":2023,"lang":"en","type":"article","venue":"Journal of Humanitarian Logistics and Supply Chain Management","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Scopus; Originality; Scientific literature; Value (mathematics); Systematic review; Business; Management science; Computer science; Knowledge management; Marketing; Process management; Risk analysis (engineering); Engineering; Political science; Qualitative research; Sociology; MEDLINE","authors":[{"name":"Adrian Fernando Rivera","is_ca":false},{"name":"Neale R. Smith","is_ca":false},{"name":"Ángel Ruiz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01830961651237329,"gpt":0.2202511629013241,"spread":0.2019415463889508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009062863,0.0001577714,0.0004029433,0.0001016201,0.0001732741,0.0001068251,0.0001809956,0.00005080362,0.00003180873],"category_scores_gemma":[0.00009733964,0.00006322425,0.0001009731,0.0005038765,0.00006202384,0.0001250791,0.00005333186,0.0001447323,6.511567e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004866591,"about_ca_system_score_gemma":0.00001342016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008077981,"about_ca_topic_score_gemma":0.00005616299,"domain_scores_codex":[0.9985158,0.0001719652,0.0005962495,0.0001771704,0.0003614124,0.0001773376],"domain_scores_gemma":[0.9991267,0.00009354475,0.0002438983,0.00009790745,0.0003569038,0.00008110219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003514021,0.001038382,0.0001115339,0.1087976,0.0009525837,0.0004659227,0.002421003,0.3606701,0.0001162799,0.5077292,0.005504454,0.01184149],"study_design_scores_gemma":[0.006611505,0.04416447,0.009113913,0.3896371,0.003028997,0.0009442232,0.1004467,0.3489437,0.0001310888,0.09113365,0.00259762,0.003246924],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5078636,0.1955581,0.08594863,0.1555249,0.003106039,0.0299789,0.00199163,0.0006236309,0.0194045],"genre_scores_gemma":[0.9806433,0.01772776,0.0008611688,0.0002515961,0.0001067412,0.00003027005,0.00005783811,0.000002855868,0.0003184499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4727797,"threshold_uncertainty_score":0.257821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2598228426","doi":"10.1108/jhlscm-07-2016-0031","title":"The role of satellite technologies in relief logistics","year":2017,"lang":"en","type":"article","venue":"Journal of Humanitarian Logistics and Supply Chain Management","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":42,"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":"Global Positioning System; Humanitarian Logistics; Emerging technologies; Context (archaeology); Business; Resource (disambiguation); Satellite; Emergency management; Computer science; Process management; Telecommunications; Engineering; Economics","authors":[{"name":"François-Xavier Delmonteil","is_ca":false},{"name":"Marie‐Ève Rancourt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01857917260423673,"gpt":0.2296486548636242,"spread":0.2110694822593874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013974,0.0001759572,0.0002819939,0.0003559744,0.0005275781,0.0004398898,0.00091216,0.00006137302,0.00002138],"category_scores_gemma":[0.0004504541,0.0001296945,0.00008135205,0.0001131413,0.0004102048,0.0003243905,0.0005673997,0.0002112358,0.00001165938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004076907,"about_ca_system_score_gemma":0.00001099228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003088384,"about_ca_topic_score_gemma":0.001285618,"domain_scores_codex":[0.9984243,0.0000151043,0.0007654776,0.000177614,0.0003454158,0.0002720949],"domain_scores_gemma":[0.9985574,0.00004525006,0.0006005017,0.0005666373,0.0002176693,0.00001251911],"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":[0.00007127292,0.000177304,0.01516725,0.0002180917,0.00009451251,0.00006088707,0.00008233455,0.0008663286,0.00001618563,0.9064908,0.001009317,0.07574569],"study_design_scores_gemma":[0.001113627,0.0001269861,0.08799274,0.0001883409,0.0001825974,0.000003530772,0.01162968,0.008379241,0.00001690545,0.306806,0.5832125,0.0003478062],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1677071,0.04431041,0.04134775,0.08073497,0.0114361,0.005735089,0.00006251802,0.000425712,0.6482403],"genre_scores_gemma":[0.9938864,0.004975782,0.0004600392,0.0001069622,0.0001579815,0.000006683169,0.000003510088,0.00001206963,0.0003905925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8261793,"threshold_uncertainty_score":0.5288789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185406510","doi":"10.1108/jhlscm-06-2021-0059","title":"Security, sustainability and supply chain collaboration in the humanitarian space","year":2021,"lang":"en","type":"article","venue":"Journal of Humanitarian Logistics and Supply Chain Management","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":24,"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":"Sustainability; Supply chain; Humanitarian aid; Business; Social sustainability; Context (archaeology); Originality; Public relations; Marketing; Political science; Economic growth; Economics; Law","authors":[{"name":"Paul D. Larson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01429009148514721,"gpt":0.2444670730633494,"spread":0.2301769815782022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002507173,0.0002700984,0.0003548687,0.0004698783,0.0004037997,0.0008225368,0.0003606479,0.00007464286,0.0001824388],"category_scores_gemma":[0.0003603545,0.0002281782,0.00008053338,0.0006067938,0.0001705488,0.0006037404,0.000367402,0.000315952,0.000008153028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457144,"about_ca_system_score_gemma":0.0000575567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006663642,"about_ca_topic_score_gemma":0.008112432,"domain_scores_codex":[0.997818,0.0001248929,0.0007801062,0.0003636546,0.0005460346,0.0003673463],"domain_scores_gemma":[0.9986313,0.00006940711,0.0002569894,0.0003803399,0.0006273708,0.00003456787],"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":[0.00006923298,0.0004295387,0.01092473,0.0008793122,0.000102953,0.0005558681,0.00216541,0.001750563,0.000006437589,0.9710076,0.01008585,0.002022542],"study_design_scores_gemma":[0.003142416,0.0002039567,0.134627,0.0001781479,0.0004644299,0.00004044993,0.1112307,0.01431476,0.00000455919,0.3502599,0.3847485,0.0007852154],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7338089,0.004766255,0.01575645,0.1893503,0.003173197,0.004057185,0.00005725661,0.0001116271,0.0489189],"genre_scores_gemma":[0.9960314,0.0004911057,0.0002869699,0.002105539,0.0004780524,0.00002057826,0.00004600046,0.00001764667,0.000522677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6207477,"threshold_uncertainty_score":0.9304838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1520144194","doi":"10.1108/jhlscm-07-2014-0028","title":"A 3-R principle for characterizing failure in relief supply chains’ response to natural disasters","year":2015,"lang":"en","type":"article","venue":"Journal of Humanitarian Logistics and Supply Chain Management","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Allison University","funders":"","keywords":"Supply chain; Natural disaster; Odds; Emergency management; Scarcity; Supply chain management; Risk analysis (engineering); Supply chain risk management; Computer science; Business; Operations research; Operations management; Economics; Logistic regression; Microeconomics; Marketing; Engineering; Service management; Geography","authors":[{"name":"Imoh Antai","is_ca":false},{"name":"Crispin M. Mutshinda","is_ca":true},{"name":"Richard Afriyie Owusu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03274709077947278,"gpt":0.2587436899839924,"spread":0.2259965992045196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002749543,0.0002659101,0.0003757371,0.0009331648,0.0001507682,0.000340265,0.0004077669,0.00005409836,0.00003867793],"category_scores_gemma":[0.0004832339,0.0002443686,0.0001049724,0.0003438167,0.0000562892,0.0005220992,0.0003298435,0.0001957186,0.00002619111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001472836,"about_ca_system_score_gemma":0.00002945102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001193849,"about_ca_topic_score_gemma":0.0009708747,"domain_scores_codex":[0.9979593,0.0000442263,0.0008118625,0.000319832,0.0004385685,0.0004262056],"domain_scores_gemma":[0.9990513,0.00004828167,0.0002431927,0.0002724922,0.0003065406,0.00007823873],"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":[0.01161302,0.001522879,0.01588908,0.002847465,0.0007853927,0.0006669675,0.007540338,0.02884923,0.0007141105,0.7961628,0.119465,0.01394364],"study_design_scores_gemma":[0.003554097,0.0003125009,0.03496591,0.0002321557,0.0001607849,0.000007577309,0.007483819,0.01702277,0.000005092686,0.003871046,0.9318562,0.0005281247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8889247,0.0004951971,0.04077388,0.05941395,0.004357476,0.003643882,0.00006764572,0.00009673502,0.002226529],"genre_scores_gemma":[0.9914566,0.00002826223,0.003099258,0.003082537,0.0005613615,0.00004865697,0.00004460882,0.0000297779,0.001648965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8123911,"threshold_uncertainty_score":0.9965063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4298136314","doi":"10.1108/jhlscm-02-2022-0029","title":"An alternative vaccine prioritization approach in response to COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Journal of Humanitarian Logistics and Supply Chain Management","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Pandemic; Population; Environmental health; Case fatality rate; Medicine; Public health; Equity (law); Disease; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Political science","authors":[{"name":"Feyza G. Sahinyazan","is_ca":true},{"name":"Özgür M. Araz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.18094352179578,"gpt":0.4001027532048291,"spread":0.2191592314090491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006497785,0.0001810505,0.0004618155,0.0004732271,0.0003367316,0.00004707432,0.0003931519,0.00003583052,0.00008793227],"category_scores_gemma":[0.002566388,0.0001559606,0.00006057761,0.0002533536,0.00004255154,0.0000665584,0.0004306332,0.0003460771,7.08135e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008244704,"about_ca_system_score_gemma":0.00004820135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008136522,"about_ca_topic_score_gemma":0.0001085542,"domain_scores_codex":[0.9973463,0.0009094636,0.0007769503,0.0002904244,0.0004095334,0.0002672599],"domain_scores_gemma":[0.9977795,0.00134216,0.0003768124,0.0002259171,0.00007804576,0.0001975735],"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":[0.005546968,0.002156476,0.1246937,0.00060372,0.0004794472,0.001890798,0.01685881,0.1770264,0.0001403018,0.6490852,0.01792759,0.00359059],"study_design_scores_gemma":[0.005062062,0.003876469,0.1147452,0.00005650119,0.0002222654,0.0001386596,0.01827237,0.01532273,9.139831e-7,0.7879907,0.05365773,0.0006543465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3407427,0.0004049955,0.6483219,0.008025511,0.0003423845,0.001468269,0.00007288373,0.00005303137,0.0005683228],"genre_scores_gemma":[0.9807786,0.0001516294,0.01603275,0.002688637,0.000119401,0.00005076531,0.000008243428,0.00001737642,0.0001526422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6400358,"threshold_uncertainty_score":0.635989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392235845","doi":"10.1108/jhlscm-07-2022-0080","title":"Analysis of mobile clinic deployments in conflict zones","year":2024,"lang":"en","type":"article","venue":"Journal of Humanitarian Logistics and Supply Chain Management","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal; Université du Québec; Université du Québec à Montréal","funders":"Institut de Valorisation des Données; Université du Québec à Montréal","keywords":"Software deployment; Originality; Health care; Mobile technology; Process (computing); Mobile device; Medicine; Public relations; Psychology; Nursing; Computer science; Political science; Social psychology; World Wide Web","authors":[{"name":"Rosemarie Santa González","is_ca":true},{"name":"Marilène Cherkesly","is_ca":true},{"name":"Teodor Gabriel Crainic","is_ca":true},{"name":"Marie‐Ève Rancourt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07902521153059251,"gpt":0.4229998829905182,"spread":0.3439746714599257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001631706,0.0001413089,0.000629945,0.001025083,0.0001867156,0.00001922949,0.0001598723,0.00008147179,0.000386876],"category_scores_gemma":[0.00007804538,0.0001123829,0.0001365995,0.0004692329,0.00008571793,0.00005708694,0.0001333959,0.0004265189,0.00001504797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009867862,"about_ca_system_score_gemma":0.00008752786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002006181,"about_ca_topic_score_gemma":0.0003389527,"domain_scores_codex":[0.9976605,0.0001767854,0.00137915,0.0001753468,0.0002770367,0.0003312337],"domain_scores_gemma":[0.9987368,0.000507601,0.000346426,0.000162813,0.000137328,0.0001090331],"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":[0.000847822,0.001421834,0.5328051,0.01196815,0.01873822,0.003900229,0.132874,0.002518318,0.00002778414,0.2031422,0.03856803,0.05318829],"study_design_scores_gemma":[0.001939337,0.001050704,0.3449968,0.001158087,0.002912203,0.000004421727,0.03012358,0.004526806,8.469267e-7,0.001994313,0.6109718,0.0003211506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8470564,0.05433584,0.0259511,0.01171973,0.007081352,0.004651196,0.0003847056,0.0001246263,0.048695],"genre_scores_gemma":[0.9903818,0.005508986,0.0003788031,0.000905093,0.0001675326,0.00004096756,0.000009788091,0.0000159105,0.002591093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5724037,"threshold_uncertainty_score":0.4582841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402579194","doi":"10.1108/jhlscm-03-2023-0024","title":"Defining performance and competency requirements for army responders to domestic flood response operations","year":2024,"lang":"en","type":"article","venue":"Journal of Humanitarian Logistics and Supply Chain Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Flood myth; Grey literature; First responder; Psychology; Computer science; Applied psychology; Knowledge management; Engineering; Political science; Geography; MEDLINE","authors":[{"name":"Michael Joseph Hosken","is_ca":true},{"name":"Sharon L. O’Sullivan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02520517573818892,"gpt":0.3153047259983175,"spread":0.2900995502601286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002289112,0.0001252845,0.0001717206,0.0004197696,0.0006506921,0.0005634368,0.0002347157,0.00003405534,0.00003127881],"category_scores_gemma":[0.0002236261,0.0001093934,0.00004558399,0.0001982018,0.0001866542,0.0002643425,0.0001165317,0.0001037464,0.000006186214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008170232,"about_ca_system_score_gemma":0.00008369395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002009151,"about_ca_topic_score_gemma":0.0001861673,"domain_scores_codex":[0.9986712,0.000119632,0.0003732037,0.0002092542,0.0003461255,0.0002805644],"domain_scores_gemma":[0.9993645,0.0002320391,0.00006002585,0.0001066891,0.00009481917,0.0001419265],"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":[0.0004522481,0.00008121544,0.0005336397,0.0003229004,0.0001863763,0.0002066258,0.01625256,0.001830388,0.00005757572,0.958104,0.007414598,0.01455784],"study_design_scores_gemma":[0.003663232,0.004328553,0.04081282,0.002224176,0.001113572,0.00005180944,0.1057445,0.02058132,0.00001286837,0.04623257,0.7739321,0.001302527],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7519074,0.004588369,0.1638313,0.03139521,0.00437164,0.003391966,0.00008341145,0.0001305813,0.04030014],"genre_scores_gemma":[0.9851822,0.000691015,0.008607059,0.0003334825,0.0001457315,0.00001770036,0.00000326286,0.00001274512,0.005006839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9118714,"threshold_uncertainty_score":0.5433235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413219542","doi":"10.1108/jhlscm-09-2024-0125","title":"Antecedents to social-ecological resilience in local humanitarian supply chains: evidence from African cataract camps","year":2025,"lang":"en","type":"article","venue":"Journal of Humanitarian Logistics and Supply Chain Management","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Pan American Health Organization; McMaster University","keywords":"Construct (python library); Originality; Psychological resilience; Sustainability; Context (archaeology); Resilience (materials science); Qualitative research; Environmental resource management; Sociology; Ecology; Geography; Psychology; Social psychology; Computer science; Economics; Social science; Biology","authors":[{"name":"Jonas Andersson Schwarz","is_ca":false},{"name":"Tim P. Joussen","is_ca":false},{"name":"Dominik K. Kanbach","is_ca":false},{"name":"Sebastian Kummer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02107665977698308,"gpt":0.2643838839952892,"spread":0.2433072242183061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001766269,0.0004907679,0.0007795277,0.001727623,0.0006036708,0.0007026663,0.001310911,0.0001599771,0.0002170812],"category_scores_gemma":[0.0003790204,0.000430105,0.0001729969,0.001053741,0.0003582476,0.0007980899,0.001053132,0.0005460783,0.00005768485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003791344,"about_ca_system_score_gemma":0.00006455209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003086853,"about_ca_topic_score_gemma":0.006197876,"domain_scores_codex":[0.9962657,0.00009404884,0.001302119,0.000729571,0.0008130891,0.0007954683],"domain_scores_gemma":[0.9983539,0.0002702461,0.0005764711,0.0004426885,0.0002791943,0.00007749687],"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":[0.002137571,0.003249867,0.2445439,0.00161786,0.001046099,0.007506767,0.005786234,0.0157956,0.0003349944,0.5240778,0.1001941,0.09370917],"study_design_scores_gemma":[0.002501732,0.000356194,0.8770354,0.001382773,0.0004871489,0.000008220944,0.03106344,0.0057111,0.00001469753,0.03361828,0.04680427,0.001016706],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8668559,0.002517642,0.08253135,0.0254892,0.003074961,0.003099705,0.00007035449,0.0001389677,0.01622198],"genre_scores_gemma":[0.9930414,0.0005686747,0.0007868466,0.004000616,0.0007310901,0.00004859577,0.00002489943,0.00002979612,0.0007680601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6324915,"threshold_uncertainty_score":0.999815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406935154","doi":"10.1108/jhlscm-02-2025-164","title":"Guest editorial: Emergency response logistics","year":2025,"lang":"en","type":"editorial","venue":"Journal of Humanitarian Logistics and Supply Chain Management","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Engineering Link (Canada)","funders":"","keywords":"Emergency response; Disaster response; Business; Medical emergency; Emergency management; Medicine; Political science; Law","authors":[{"name":"Tobias Andersson Granberg","is_ca":true},{"name":"Hossein Baharmand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01070757434235984,"gpt":0.2393341344259275,"spread":0.2286265600835677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005726567,0.001040595,0.001478852,0.002274385,0.0006550297,0.001126313,0.001613249,0.0008607332,0.000202481],"category_scores_gemma":[0.003317119,0.0009747394,0.000498467,0.000616621,0.000264627,0.0004698246,0.001404508,0.001816662,0.00007427226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003487798,"about_ca_system_score_gemma":0.0001888114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002682521,"about_ca_topic_score_gemma":0.0001480298,"domain_scores_codex":[0.9934327,0.0001738602,0.002307656,0.0008604657,0.002307776,0.0009175244],"domain_scores_gemma":[0.994192,0.0008251779,0.002248212,0.000946042,0.001692643,0.00009593718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008379242,0.0002863356,0.0001601125,0.002122786,0.0007087907,0.0007717343,0.00009054194,0.0008483215,0.000001928119,0.01570727,0.9779018,0.0005625176],"study_design_scores_gemma":[0.001703538,0.00021412,0.0001568807,0.0006741203,0.001686602,0.000002863331,0.0008263112,0.0004088128,2.781233e-7,0.01114364,0.9822869,0.0008958774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001729769,0.00102166,0.01143472,0.001763343,0.972235,0.0006883355,0.000130053,0.0001011108,0.01260845],"genre_scores_gemma":[0.004982363,0.002260807,0.0005610955,0.0003540668,0.9773343,0.0000301316,0.0003295663,0.000136898,0.01401082],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01087363,"threshold_uncertainty_score":0.9999106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}