{"meta":{"query_hash":"c00389256873","filters":{"venue":"Defence Studies"},"cohort_total":20,"direct_labels_cover":0,"predictions_cover":20,"exported":20,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c00389256873","api":"https://metacan.xera.ac/api/v1/cohort?venue=Defence+Studies"},"results":[{"id":"W1533594287","doi":"10.1080/14702436.2015.1035941","title":"JUSTAS for all? Innovation and UAVs in the Canadian forces","year":2015,"lang":"en","type":"article","venue":"Defence Studies","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.2630877415302494,"score_gpt":0.33873396480971085,"score_spread":0.07564622327946147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1533594287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8524163,0.053009562,0.000048886563,0.027541662,0.0007053507,0.00076071644,0.00027145157,0.000023918352,0.0652222],"genre_scores_gemma":[0.995831,0.00071790937,0.0001847425,0.0026969612,0.000109316155,0.000114279064,0.000007357364,0.0000063899483,0.00033206074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922967,0.00001007855,0.00028603582,0.00019157177,0.000028248982,0.00025438407],"domain_scores_gemma":[0.99955624,0.00012571146,0.00007732864,0.00012410835,0.00008307266,0.000033549524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085111224,0.000099473,0.00022412876,0.0002346276,0.00020209313,0.000034456043,0.0001095835,0.000035894594,0.0000014047192],"category_scores_gemma":[0.0007896309,0.00008046141,0.00002304229,0.00030910558,0.00013861968,0.0000982973,0.000029873087,0.000059998547,0.000023777486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009873901,0.000010710336,0.09166509,0.00004212583,0.00007918926,0.000001801184,0.037795458,0.000011273104,1.9141312e-7,0.8182473,0.05150501,0.0006319377],"study_design_scores_gemma":[0.0005100101,0.00012251978,0.055011395,0.000012116159,0.00001058159,0.000002889498,0.024404574,0.00010465001,0.0000022229349,0.3310872,0.5885129,0.00021893848],"about_ca_topic_score_codex":0.038416006,"about_ca_topic_score_gemma":0.36226445,"teacher_disagreement_score":0.53700787,"about_ca_system_score_codex":0.0000915119,"about_ca_system_score_gemma":0.000029910823,"threshold_uncertainty_score":0.96798724},"labels":[],"label_agreement":null},{"id":"W1565389255","doi":"10.1080/14702436.2014.889457","title":"The Canadians and the Coalition Campaign in North West Europe 1944–45: To What Extent did the Canadian Army’s Fighting Power Increase Throughout the Campaign?","year":2014,"lang":"en","type":"article","venue":"Defence Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Power (physics); Political science; Port (circuit theory); Clearing; Neglect; Perspective (graphical); West bank; History; Engineering; Law; Economics; Psychology","score_opus":0.015147927636258624,"score_gpt":0.26030723888792107,"score_spread":0.24515931125166243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565389255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69101685,0.021860164,0.000011926654,0.23799005,0.0025852625,0.0023752695,0.00012409948,0.00006291084,0.04397346],"genre_scores_gemma":[0.9859985,0.0040160785,0.0000035776015,0.0078888135,0.00025665632,0.00011719775,0.0000023160794,0.000012414505,0.0017044193],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974249,0.0010068185,0.00024848297,0.00027896545,0.00040155806,0.0006392554],"domain_scores_gemma":[0.9977953,0.001239888,0.00010227685,0.00039218538,0.00017908818,0.00029126983],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.002759291,0.00015545134,0.00020154161,0.00011772075,0.010044112,0.001214234,0.0006154809,0.000043495165,0.000027558412],"category_scores_gemma":[0.0022236991,0.00008395432,0.000060377974,0.0006428971,0.0028835272,0.00025052927,0.000098270684,0.00029564998,0.000055881424],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004276669,0.000017536891,0.017921554,0.00001579572,0.00011104503,0.000032205116,0.80315715,0.000104454964,0.0000010911937,0.11394338,0.051347524,0.013305487],"study_design_scores_gemma":[0.0001536704,0.000019082152,0.08511329,0.000043041626,0.00003127365,0.0000025796226,0.17210841,0.000013317762,1.6346893e-7,0.00057561096,0.7417862,0.00015335865],"about_ca_topic_score_codex":0.99341613,"about_ca_topic_score_gemma":0.9999906,"teacher_disagreement_score":0.6904387,"about_ca_system_score_codex":0.000904469,"about_ca_system_score_gemma":0.0009640301,"threshold_uncertainty_score":0.99983007},"labels":[],"label_agreement":null},{"id":"W1969311635","doi":"10.1080/14702436.2012.745967","title":"When Few Stood against Many:Explaining Executive Outcomes’ Victory in the Sierra Leonean Civil War","year":2013,"lang":"en","type":"article","venue":"Defence Studies","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Social Sciences and Humanities Research Council","funders":"","keywords":"Sierra leone; Victory; Spanish Civil War; Political science; Government (linguistics); Democracy; Treaty; Development economics; Law; Political economy; Economic history; Sociology; Politics; History; Economics","score_opus":0.03740644710710487,"score_gpt":0.3174546441202344,"score_spread":0.2800481970131295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969311635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8434248,0.0029635162,0.000031960542,0.012317508,0.00050840393,0.0006895943,0.000010233214,0.00010677041,0.13994719],"genre_scores_gemma":[0.99458325,0.0018265536,0.0001416778,0.0025017653,0.00009461167,0.00008632603,0.0000033029205,0.0000089339965,0.00075358996],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979105,0.00034219818,0.00027413064,0.00030545428,0.00056665525,0.0006010506],"domain_scores_gemma":[0.9989502,0.00047291588,0.00010688616,0.00025081364,0.00014549523,0.0000736771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091457285,0.00020155782,0.00032904034,0.00007617066,0.00089346635,0.00009159138,0.0005940058,0.000087070104,0.000028026476],"category_scores_gemma":[0.00071616715,0.00014434989,0.00010659253,0.00031939035,0.0006159763,0.0003672668,0.00016259843,0.000285527,0.00015577278],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004596196,0.000097667296,0.09558049,0.000020739008,0.00011455224,0.000032135817,0.8384305,0.000028832492,0.000010490875,0.0352487,0.027962323,0.0024689578],"study_design_scores_gemma":[0.00029202367,0.000045997764,0.053737376,0.00007848365,0.000023384184,7.029992e-7,0.88689804,0.0001113257,0.0000011371009,0.014312382,0.044163518,0.00033562578],"about_ca_topic_score_codex":0.002714274,"about_ca_topic_score_gemma":0.03336705,"teacher_disagreement_score":0.15115842,"about_ca_system_score_codex":0.00016831832,"about_ca_system_score_gemma":0.000068076246,"threshold_uncertainty_score":0.98427147},"labels":[],"label_agreement":null},{"id":"W1992959816","doi":"10.1080/14702436.2012.746862","title":"What Makes ISAF S/tick: An Investigation of the Politics of Coalition Burden-Sharing<sup>1</sup>","year":2012,"lang":"en","type":"article","venue":"Defence Studies","topic":"European Union Policy and Governance","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Political science; Political economy; Public administration; Economics; Law","score_opus":0.08603427140650814,"score_gpt":0.34730377167793186,"score_spread":0.2612695002714237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992959816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894319,0.002076279,0.000007597416,0.001316287,0.00030478122,0.00012408165,0.000017612807,0.000019992403,0.006701453],"genre_scores_gemma":[0.99590343,0.0013405412,0.000080375365,0.0003553976,0.0004024171,0.0000040616405,0.0000013487636,0.000006187641,0.0019062676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99880487,0.00023713661,0.00023507772,0.00011492685,0.0003511023,0.00025687716],"domain_scores_gemma":[0.99914336,0.00015378701,0.00023211204,0.00022436987,0.00018016082,0.00006618617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006789504,0.000082237784,0.00014714706,0.000027596518,0.00038003363,0.000025483796,0.00027659634,0.000036282676,0.000010448115],"category_scores_gemma":[0.00066191977,0.00006248081,0.000051436517,0.00022906238,0.0011186304,0.0007063237,0.00010434705,0.00007087061,0.000007806363],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029253101,0.000021988753,0.08623368,0.00005164154,0.000024948926,1.3081066e-7,0.23506665,0.000059805257,0.00018063872,0.67758167,0.00061375194,0.00016216096],"study_design_scores_gemma":[0.00036561576,0.00011941571,0.39432165,0.00088005664,0.0001129494,0.0000021763283,0.51535034,0.00008926216,0.008296978,0.050207414,0.0298602,0.00039395128],"about_ca_topic_score_codex":0.0012175255,"about_ca_topic_score_gemma":0.00021207465,"teacher_disagreement_score":0.62737423,"about_ca_system_score_codex":0.00004294144,"about_ca_system_score_gemma":0.00004860869,"threshold_uncertainty_score":0.41216406},"labels":[],"label_agreement":null},{"id":"W1996656866","doi":"10.1080/14702430500096392","title":"III. ‘One of the Greatest Moments in My Life’: Lessons Learned on the Canadian Battle of Normandy Foundation Battlefield Tours","year":2005,"lang":"en","type":"article","venue":"Defence Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Battle; Battlefield; Foundation (evidence); History; Political science; Law; Media studies; Ancient history; Sociology","score_opus":0.10589201766781416,"score_gpt":0.3258879186556097,"score_spread":0.21999590098779553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996656866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80602235,0.00091806,0.0000012082498,0.09385389,0.0006015478,0.00032099747,0.000028751561,0.00000945138,0.098243766],"genre_scores_gemma":[0.99611896,0.0005872371,0.0000043857453,0.00028458668,0.00006506517,0.000011074721,6.4115807e-7,0.0000026465232,0.0029253738],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929565,0.000075485594,0.0001375223,0.00009089791,0.00023327612,0.00016719013],"domain_scores_gemma":[0.9994734,0.00018627968,0.00008355184,0.00013359234,0.00007057609,0.000052608604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037266302,0.000046905363,0.00011349195,0.00014338209,0.00075871835,0.00002917763,0.00021121638,0.000035714882,0.00019798163],"category_scores_gemma":[0.0006388744,0.000038322687,0.00003799284,0.00028275093,0.00074192235,0.000077184566,0.000025389505,0.00009667405,0.0000257344],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059902955,0.00033896018,0.106706254,0.00009504405,0.00030423494,0.0000047668154,0.38557336,0.0009474855,0.00019716102,0.34300485,0.098093435,0.064674534],"study_design_scores_gemma":[0.00061801524,0.00009234849,0.37578905,0.0002907193,0.000075185504,2.863291e-7,0.06791835,0.000022996774,0.00028015816,0.002577177,0.5520301,0.0003056619],"about_ca_topic_score_codex":0.87634015,"about_ca_topic_score_gemma":0.999067,"teacher_disagreement_score":0.4539366,"about_ca_system_score_codex":0.00047962772,"about_ca_system_score_gemma":0.00052197283,"threshold_uncertainty_score":0.5835525},"labels":[],"label_agreement":null},{"id":"W2012472042","doi":"10.1080/14702430802673310","title":"Strategic Fusion: What Lessons for International Counterterrorism?","year":2009,"lang":"en","type":"article","venue":"Defence Studies","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Terrorism; Politics; International relations; Grand strategy; Sociology; Law; Political science","score_opus":0.15045891514590398,"score_gpt":0.44614008919630715,"score_spread":0.2956811740504032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012472042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71627134,0.010334707,0.0012538439,0.21930027,0.02260933,0.0013816985,0.00012519969,0.0006689427,0.028054664],"genre_scores_gemma":[0.9880978,0.0064978795,0.00007289634,0.0030056308,0.0014436084,0.000047026562,0.000007722675,0.000009659777,0.0008178133],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981491,0.00007618414,0.00031201856,0.00039237525,0.00048601523,0.00058429217],"domain_scores_gemma":[0.9988151,0.00024063826,0.00010996089,0.00020653027,0.00048048643,0.00014728292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048472927,0.00020344766,0.00027946624,0.00007947488,0.0007773384,0.0002973267,0.0005618958,0.000106972104,0.000082508515],"category_scores_gemma":[0.00029284836,0.00018106065,0.00014738954,0.00015471881,0.00043350706,0.0007556185,0.000052209936,0.0001380945,0.00005931011],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018373733,0.00042722592,0.00057838776,0.0000623887,0.00029558595,0.000049119128,0.56841147,0.000011578877,0.00029319318,0.2941891,0.030895615,0.10460259],"study_design_scores_gemma":[0.0004111109,0.00022781677,0.0011027511,0.00028229103,0.00004500334,0.000003384882,0.8870333,0.0001473677,0.000025756575,0.048855342,0.061489392,0.0003764761],"about_ca_topic_score_codex":0.000090847425,"about_ca_topic_score_gemma":0.00033234773,"teacher_disagreement_score":0.3186218,"about_ca_system_score_codex":0.0001692429,"about_ca_system_score_gemma":0.00009520568,"threshold_uncertainty_score":0.7383439},"labels":[],"label_agreement":null},{"id":"W2037545938","doi":"10.1080/14702430500096269","title":"I. The Relevance and Role of the Battlefield Tour and the Staff Ride for Armed Forces in the 21st Century Introduction","year":2005,"lang":"en","type":"article","venue":"Defence Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Officer; Navy; Law; State (computer science); Management; Political science; History","score_opus":0.009339643861180143,"score_gpt":0.24579382864091298,"score_spread":0.23645418477973285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037545938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6359953,0.16199706,0.000003980511,0.18371546,0.001205587,0.0013644816,0.000024056555,0.000015287933,0.015678776],"genre_scores_gemma":[0.9561318,0.042449087,0.000014984716,0.00021803532,0.00045201567,0.000052480947,1.5578028e-7,0.0000021244803,0.00067929586],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940115,0.000117922566,0.00010600948,0.00009690702,0.00014411929,0.00013388575],"domain_scores_gemma":[0.99893034,0.0008260513,0.000069851,0.00011798217,0.000044145407,0.000011625311],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00083879416,0.000042856325,0.0000837148,0.000022934653,0.0016557655,0.00007688406,0.00018212709,0.000019823328,0.0000034917598],"category_scores_gemma":[0.0011342575,0.000021229307,0.0000312135,0.00011626437,0.0019412658,0.000084382074,0.000038688526,0.00008176652,4.1600683e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009995252,0.000025052153,0.0010323143,0.000035097994,0.00006045742,1.8042272e-7,0.35573074,0.00002456321,0.00006100621,0.4876557,0.04183062,0.11344431],"study_design_scores_gemma":[0.00014357186,0.000011086523,0.002642057,0.000009999647,0.000015422624,4.5832425e-7,0.2323568,0.000005323349,0.00001299594,0.0059779985,0.75879216,0.00003213064],"about_ca_topic_score_codex":0.011456986,"about_ca_topic_score_gemma":0.74601376,"teacher_disagreement_score":0.7345568,"about_ca_system_score_codex":0.000056812412,"about_ca_system_score_gemma":0.000048154772,"threshold_uncertainty_score":0.9996439},"labels":[],"label_agreement":null},{"id":"W2039598114","doi":"10.1080/14702436.2014.891854","title":"Canada’s<i>Comprehensive Approach</i>in Afghanistan: A Critical Review of Literature, 2001–2011","year":2014,"lang":"en","type":"review","venue":"Defence Studies","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grounded theory; Epistemology; Sociology; Management science; Political science; Qualitative research; Social science; Engineering","score_opus":0.1358795497680589,"score_gpt":0.4147227246706939,"score_spread":0.278843174902635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039598114","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.188268e-8,0.7994097,0.000020031115,0.00004239959,0.00064757874,0.0006191354,0.0004986458,0.000019572903,0.19874296],"genre_scores_gemma":[0.0000048824363,0.9777398,0.00025022557,0.00087099464,0.0004097918,0.00015827216,0.000044679582,0.000034154946,0.020487197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99548024,0.0008057538,0.0012217243,0.000672868,0.0008556286,0.00096378755],"domain_scores_gemma":[0.9970938,0.0009175786,0.00046608856,0.0005429238,0.0007161834,0.0002634006],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001087733,0.0005763519,0.003201037,0.00014541861,0.00040147372,0.00006303467,0.00077465345,0.00025779885,0.000061373445],"category_scores_gemma":[0.0012356034,0.0004744929,0.000477765,0.00058237795,0.0011096261,0.00007230311,0.00017573492,0.00052031316,0.000011646181],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026009138,0.00006257459,0.0000019594975,0.20262149,0.00017001352,0.000053011532,0.0004311879,3.8128235e-8,1.908075e-8,0.76509875,0.0041126464,0.027445706],"study_design_scores_gemma":[0.000054407323,0.00002453682,9.2845295e-7,0.11379839,0.00031720175,0.0000086966265,0.00052017486,2.7044328e-7,4.95694e-8,0.0005191475,0.8843407,0.00041549493],"about_ca_topic_score_codex":0.07482429,"about_ca_topic_score_gemma":0.17194171,"teacher_disagreement_score":0.88022804,"about_ca_system_score_codex":0.00050389726,"about_ca_system_score_gemma":0.0039188783,"threshold_uncertainty_score":0.9997707},"labels":[],"label_agreement":null},{"id":"W2040015377","doi":"10.1080/14702430500096368","title":"II. Footprints in the Mud: The British Army’s Approach to the Battlefield Tour Experience","year":2005,"lang":"en","type":"article","venue":"Defence Studies","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Battlefield; Service (business); History; Political science; Operations research; Operations management; Aeronautics; Engineering; Business; Marketing; Ancient history","score_opus":0.0804838474122266,"score_gpt":0.3033755148094761,"score_spread":0.22289166739724953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040015377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.931929,0.0048378855,0.00074512244,0.021788737,0.00016188582,0.00081624376,0.000008956442,0.000028947918,0.039683238],"genre_scores_gemma":[0.9957976,0.0007530118,0.0005183061,0.0022508586,0.0002030105,0.00007269735,0.0000013016905,0.0000011130472,0.00040211415],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99871147,0.00020285929,0.0001309182,0.0002249408,0.00037277362,0.00035703107],"domain_scores_gemma":[0.99915725,0.0005270018,0.000024141249,0.00021610192,0.000030479925,0.000045050187],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00094486336,0.00008475624,0.00009581848,0.000017766804,0.0014922484,0.00010259852,0.00067861023,0.000027660974,0.00014889128],"category_scores_gemma":[0.0008877772,0.00003673049,0.00003772286,0.00032469872,0.00037466086,0.00008234718,0.00012639085,0.0002967568,0.00010723982],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006517821,0.000035808505,0.075688995,0.000012108657,0.000026591944,0.000014717465,0.058357473,0.0040338133,0.0000062781533,0.0006765499,0.013019708,0.84806275],"study_design_scores_gemma":[0.00012377377,0.0002918761,0.80432177,0.000025438907,0.0000042228708,0.00005579281,0.040564556,0.000990017,0.00005123703,0.005066706,0.14833058,0.00017401068],"about_ca_topic_score_codex":0.0034592673,"about_ca_topic_score_gemma":0.0387192,"teacher_disagreement_score":0.84788877,"about_ca_system_score_codex":0.000004776218,"about_ca_system_score_gemma":0.000013811691,"threshold_uncertainty_score":0.99980766},"labels":[],"label_agreement":null},{"id":"W2043110790","doi":"10.1080/14702436.2015.1035949","title":"Coastguards in peril: a study of Arctic defence collaboration","year":2015,"lang":"en","type":"article","venue":"Defence Studies","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coast guard; Arctic; The arctic; Politics; Guard (computer science); Political science; Geography; Environmental planning; Environmental resource management; Environmental protection; Oceanography; Environmental science; Computer science; Law; Geology","score_opus":0.12298458887621488,"score_gpt":0.42870376135186256,"score_spread":0.30571917247564767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043110790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97275496,0.0021842124,0.0000091921975,0.0037262202,0.00034354223,0.0005388757,0.0000039768015,0.0000414214,0.02039763],"genre_scores_gemma":[0.99856937,0.00054416334,0.00014939508,0.00008005729,0.000115092036,0.00007597071,2.6367917e-7,0.0000063479574,0.00045933246],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983167,0.000298171,0.0003126923,0.00023156921,0.0005412142,0.00029963456],"domain_scores_gemma":[0.99897605,0.00020209994,0.00013978289,0.00015693535,0.00044665695,0.000078495614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009321626,0.00012439086,0.00034325206,0.00011299922,0.00036730964,0.000019402838,0.00019026147,0.00004042498,0.000006027918],"category_scores_gemma":[0.0024284841,0.00010460056,0.000029320616,0.0008954041,0.0007373476,0.00017472218,0.00014084454,0.00009006455,0.000014110419],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034364435,0.00022162327,0.31219596,0.000022172322,0.00006506255,0.00000840243,0.6761968,0.000050823102,0.0000031567554,0.008573175,0.0022319295,0.00039652854],"study_design_scores_gemma":[0.00056539674,0.00031204984,0.04266195,0.00005400901,0.000028882561,5.036707e-7,0.94849914,0.000007294941,0.000007398033,0.004256944,0.0034699612,0.00013643695],"about_ca_topic_score_codex":0.010019797,"about_ca_topic_score_gemma":0.0800035,"teacher_disagreement_score":0.27230236,"about_ca_system_score_codex":0.00020213591,"about_ca_system_score_gemma":0.00027440567,"threshold_uncertainty_score":0.99657255},"labels":[],"label_agreement":null},{"id":"W2059498111","doi":"10.1080/14702430802252628","title":"An Enduring Commitment: The British Military's Role in Sierra Leone","year":2008,"lang":"en","type":"article","venue":"Defence Studies","topic":"African history and culture studies","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sierra leone; History; Colonialism; Spanish Civil War; Frontier; Law; Economic history; Political science; Ethnology; Archaeology","score_opus":0.039158473902853666,"score_gpt":0.2943829676250092,"score_spread":0.25522449372215555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059498111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8547927,0.0579447,0.000004061776,0.000933262,0.0002924559,0.00025783424,0.000005967631,0.00009349458,0.08567549],"genre_scores_gemma":[0.9906516,0.007577775,0.000050763305,0.00019596299,0.00020252548,0.00006925814,6.8421446e-7,0.000005020865,0.0012464022],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988037,0.00021435719,0.00015818451,0.00022242943,0.0002760575,0.00032531456],"domain_scores_gemma":[0.99959636,0.000098417826,0.00003644806,0.00015172757,0.000070440416,0.00004660141],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003913907,0.000100964615,0.00020026167,0.000019774752,0.005006975,0.000021828802,0.00028239883,0.00003375592,0.000021066293],"category_scores_gemma":[0.00021137184,0.000083903324,0.000050895942,0.00027548842,0.0016012785,0.00019677106,0.00006616734,0.00014138277,0.000017952809],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000122064075,0.00014400731,0.07232274,0.000010561438,0.00008869154,0.0001039722,0.90756106,0.000044651897,0.00004593153,0.005624471,0.010996669,0.0030450397],"study_design_scores_gemma":[0.00020489335,0.00006563355,0.10073452,0.00004940425,0.0000181598,0.0000083181885,0.7352804,0.0000034306909,0.00001191408,0.0023972453,0.16098388,0.00024219614],"about_ca_topic_score_codex":0.0064704386,"about_ca_topic_score_gemma":0.11970879,"teacher_disagreement_score":0.17228064,"about_ca_system_score_codex":0.00013024046,"about_ca_system_score_gemma":0.00003907901,"threshold_uncertainty_score":0.99628836},"labels":[],"label_agreement":null},{"id":"W2330049652","doi":"10.1080/14702436.2011.590318","title":"The Implications of Ice Melt on Arctic Security","year":2011,"lang":"en","type":"article","venue":"Defence Studies","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Political science; Climatology; Geology; Oceanography","score_opus":0.11628926181282362,"score_gpt":0.38358929924918633,"score_spread":0.2673000374363627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330049652","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08236805,0.0073526106,0.000030787603,0.054450687,0.0005695667,0.00050018064,0.000013560053,0.00010656029,0.854608],"genre_scores_gemma":[0.99381554,0.0050316877,0.000074655014,0.0002450753,0.00009691538,0.00004195187,7.3406454e-8,0.0000034265086,0.000690694],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99921536,0.0000993511,0.00015056522,0.00012641137,0.00017321204,0.00023506932],"domain_scores_gemma":[0.9987923,0.00073024887,0.00009915687,0.00019370377,0.00014736036,0.00003721754],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00040901752,0.00007338687,0.00013098528,0.00002118276,0.0018020634,0.0000068726463,0.0002471447,0.00002450324,0.000010774657],"category_scores_gemma":[0.0012470208,0.000044182867,0.000057286503,0.00019792913,0.0016882442,0.000042400636,0.00008947214,0.000075093485,0.000034193214],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008397405,0.00003373487,0.010714045,0.000012974407,0.00010585905,2.9420846e-7,0.16914031,1.1393367e-7,0.0000021149087,0.813707,0.0048966696,0.0013785127],"study_design_scores_gemma":[0.00013027451,0.00012627755,0.17465335,0.00007912737,0.000079874546,5.4012213e-7,0.2361138,6.868739e-7,0.00019874802,0.5032164,0.0851975,0.00020343873],"about_ca_topic_score_codex":0.0021448587,"about_ca_topic_score_gemma":0.0042017396,"teacher_disagreement_score":0.91144747,"about_ca_system_score_codex":0.000040972336,"about_ca_system_score_gemma":0.000042822874,"threshold_uncertainty_score":0.9994975},"labels":[],"label_agreement":null},{"id":"W2781866858","doi":"10.1080/14702436.2017.1417736","title":"Striking a deal on the F-35: multinational politics and US defence acquisition","year":2018,"lang":"en","type":"article","venue":"Defence Studies","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Multinational corporation; Politics; Leverage (statistics); Bureaucracy; Alliance; State (computer science); Political science; Political economy; Production (economics); Public administration; International trade; Economics; Law","score_opus":0.07896201046992082,"score_gpt":0.2913787045043105,"score_spread":0.2124166940343897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781866858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9577941,0.0077840174,0.00010826489,0.0035698612,0.000416271,0.00019688517,0.00018886772,0.00004428353,0.029897453],"genre_scores_gemma":[0.9949695,0.0012927259,0.00037390788,0.0024128556,0.00045785942,0.000040177387,0.0000032699784,0.000012584583,0.00043711957],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988218,0.000026736234,0.00035023052,0.00036619947,0.00007445828,0.0003605631],"domain_scores_gemma":[0.9989875,0.00047843275,0.00015561582,0.00021494314,0.000117036965,0.000046483638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004259206,0.00018539288,0.00028585328,0.00012568924,0.0008633111,0.000045646386,0.00015646855,0.00004814936,0.000037726608],"category_scores_gemma":[0.00053055724,0.00015280063,0.00006494114,0.00019384258,0.0007225289,0.000104546365,0.00014872308,0.00011510025,0.00015801957],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001662492,0.000038796872,0.114822425,0.000029548133,0.00016406737,0.000002445645,0.007321911,0.000007283983,0.0000059986605,0.8717901,0.005234902,0.00056588993],"study_design_scores_gemma":[0.00063230796,0.00044953005,0.6607197,0.00012453312,0.000030942498,0.000015515361,0.0057652737,0.00062768307,0.00015166446,0.23779437,0.09309096,0.00059753365],"about_ca_topic_score_codex":0.00017366497,"about_ca_topic_score_gemma":0.00015009572,"teacher_disagreement_score":0.6339958,"about_ca_system_score_codex":0.0000754789,"about_ca_system_score_gemma":0.000010517929,"threshold_uncertainty_score":0.6639978},"labels":[],"label_agreement":null},{"id":"W4306878462","doi":"10.1080/14702436.2022.2137494","title":"The politics of military procurement: the F-35 purchasing process in Canada and <i>Australia</i> Compared","year":2022,"lang":"en","type":"article","venue":"Defence Studies","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Toronto Metropolitan University","funders":"","keywords":"Procurement; Battle; Purchasing; Politics; Doctrine; Government (linguistics); Political science; Law; Commonwealth; Public administration; Business; Marketing; History","score_opus":0.07731773992938916,"score_gpt":0.2758739518924641,"score_spread":0.19855621196307494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306878462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8876868,0.10810011,7.056519e-7,0.0025248106,0.0002742021,0.0002591311,0.0002443366,0.0000052183573,0.00090467604],"genre_scores_gemma":[0.9963558,0.0029140546,0.00001150099,0.0003118644,0.00003731504,0.00012082208,0.000002087444,0.0000077270815,0.0002388798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987745,0.00003956517,0.0005085972,0.00023054455,0.000095494106,0.00035125337],"domain_scores_gemma":[0.9992977,0.00027070023,0.00014705547,0.00021510218,0.000042397704,0.00002703921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051819824,0.00013557108,0.00034366918,0.00005409625,0.00091074884,0.0000061412525,0.00026519847,0.000010329389,0.000006043946],"category_scores_gemma":[0.00019474326,0.0001010126,0.00003763432,0.00027326113,0.00035826603,0.00004341243,0.00021995368,0.00016927044,0.000001368887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003755639,0.000052809333,0.9070596,0.00026025952,0.0003250287,0.0000070447527,0.040368818,0.0014127101,0.0000017138142,0.03569888,0.014535504,0.000240089],"study_design_scores_gemma":[0.0012873139,0.00029458522,0.42566088,0.00009936368,0.000056286295,0.000023527871,0.31179532,0.0006458527,0.00007080387,0.12111219,0.13814163,0.00081222475],"about_ca_topic_score_codex":0.5896405,"about_ca_topic_score_gemma":0.77515554,"teacher_disagreement_score":0.4813987,"about_ca_system_score_codex":0.00022410104,"about_ca_system_score_gemma":0.000096243435,"threshold_uncertainty_score":0.70048356},"labels":[],"label_agreement":null},{"id":"W4399895312","doi":"10.1080/14702436.2024.2365218","title":"The role of science in resilience planning for military-civilian domains in the U.S. and NATO","year":2024,"lang":"en","type":"article","venue":"Defence Studies","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Department of National Defence; Defence Research and Development Canada","funders":"Engineer Research and Development Center; U.S. Army","keywords":"Resilience (materials science); Political science; Environmental ethics; Aeronautics; Engineering; Philosophy; Physics","score_opus":0.009067080584922449,"score_gpt":0.283054965713806,"score_spread":0.27398788512888356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399895312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9428921,0.055815984,0.00022313597,0.0002066911,0.00010303754,0.00017330336,0.00000460527,0.000018950699,0.0005622136],"genre_scores_gemma":[0.9984081,0.0013203449,0.00018223903,0.00001317069,0.000017712184,0.000050618168,1.9325424e-7,0.0000035738765,0.0000040852765],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915624,0.000025838874,0.00019727909,0.00018497177,0.00018900662,0.00024666116],"domain_scores_gemma":[0.9990829,0.00069515564,0.000009511269,0.00016634034,0.00003217521,0.000013899055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012035078,0.000087043605,0.00013684189,0.00013979968,0.000246981,0.00002944921,0.0002847493,0.000020550064,4.5750133e-7],"category_scores_gemma":[0.00037593133,0.000048636786,0.000031998297,0.00089353154,0.0010716486,0.00014927161,0.00004685871,0.00013558916,3.9619357e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006144085,0.00003553493,0.139446,0.0012383147,0.00015137851,0.000031816307,0.1954909,0.50120556,0.015347535,0.049551625,0.0005731302,0.09686672],"study_design_scores_gemma":[0.00030591676,0.0001547393,0.15353048,0.0008765228,0.00006366327,0.000018010396,0.32789677,0.38919,0.007719667,0.11160697,0.0081522055,0.00048505687],"about_ca_topic_score_codex":0.000044923076,"about_ca_topic_score_gemma":0.00096543937,"teacher_disagreement_score":0.13240588,"about_ca_system_score_codex":0.000045336816,"about_ca_system_score_gemma":0.00002846659,"threshold_uncertainty_score":0.39485338},"labels":[],"label_agreement":null},{"id":"W4401593254","doi":"10.1080/14702436.2024.2380886","title":"Reconceptualising burdens – NATO centres of excellence: club goods, informal institutions, and partner contributions","year":2024,"lang":"en","type":"article","venue":"Defence Studies","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Masarykova Univerzita; Université Laval","keywords":"Club; Excellence; Political science; Economic growth; Public relations; Sociology; Public administration; Business; Management; Economics; Law","score_opus":0.08961740643279151,"score_gpt":0.3335149874997054,"score_spread":0.24389758106691387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401593254","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37592104,0.5572676,0.0002568196,0.003483559,0.0019364546,0.00035358555,0.0016881706,0.0001471168,0.058945686],"genre_scores_gemma":[0.96452063,0.033797532,0.0001423899,0.0001646567,0.0001790312,0.000031281543,0.000011612449,0.000009356704,0.0011435266],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986311,0.00001742974,0.0006262752,0.0003251799,0.000054212403,0.00034580138],"domain_scores_gemma":[0.9992824,0.0002597675,0.000120327786,0.00019036305,0.00008446613,0.00006263518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003849222,0.00018896427,0.00048759367,0.00020928928,0.00037549328,0.000049775284,0.00011277188,0.0000690571,0.000036724625],"category_scores_gemma":[0.0006332313,0.00018216296,0.000112712514,0.0003172465,0.0007919091,0.00028809582,0.00015725123,0.00014587153,0.00011634018],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012593522,0.000032163978,0.03880479,0.000305544,0.0005064447,0.000009098607,0.025820754,0.000052681455,0.0000066127463,0.9119165,0.021147666,0.0013851866],"study_design_scores_gemma":[0.00049276376,0.00012523435,0.0149112325,0.00037807465,0.0000715222,0.000022062137,0.02046733,0.00027481726,0.00011729039,0.039933007,0.92266923,0.0005374306],"about_ca_topic_score_codex":0.00040849004,"about_ca_topic_score_gemma":0.00024193732,"teacher_disagreement_score":0.90152156,"about_ca_system_score_codex":0.00004526587,"about_ca_system_score_gemma":0.00004303701,"threshold_uncertainty_score":0.742839},"labels":[],"label_agreement":null},{"id":"W4408197237","doi":"10.1080/14702436.2025.2474061","title":"NATO, nuclear deterrence and disarmament in an age of US ambivalence","year":2025,"lang":"en","type":"article","venue":"Defence Studies","topic":"International Relations and Foreign Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Disarmament; Ambivalence; Political science; Deterrence theory; Nuclear weapon; Law and economics; Criminology; Political economy; Law; Sociology; Psychology; Psychoanalysis","score_opus":0.047137412670278406,"score_gpt":0.4073976408002952,"score_spread":0.3602602281300168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408197237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9327507,0.0006218734,0.000020078372,0.00023241808,0.000054403605,0.00007641713,0.000002459046,0.000009365429,0.06623231],"genre_scores_gemma":[0.99832314,0.0009703679,0.00023287538,0.00012317995,0.000014058625,0.0000070117053,3.8256442e-7,0.0000014387592,0.00032752796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994883,0.000043456093,0.00012300686,0.000107264575,0.00013249643,0.000105492225],"domain_scores_gemma":[0.9997398,0.000087319015,0.00003457073,0.000058768004,0.000060912476,0.000018620636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020063578,0.00004331353,0.00008972934,0.00007943194,0.00016283338,0.000017365284,0.0001153174,0.00002140827,0.00000988314],"category_scores_gemma":[0.00023826808,0.000039889503,0.000015676613,0.00018343152,0.0004771341,0.00011901748,0.00006264791,0.00004616021,0.0000023581383],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047643466,0.000025103021,0.11080248,0.000009657895,0.000011336341,0.0000024546368,0.019452333,0.0000071473405,0.00006970509,0.86702377,0.000040801147,0.002550455],"study_design_scores_gemma":[0.0003039061,0.000089066,0.72004986,0.00032478748,0.000019971134,4.820696e-7,0.044890583,0.0002746568,0.00009120583,0.2212717,0.012501501,0.00018228816],"about_ca_topic_score_codex":0.0008543519,"about_ca_topic_score_gemma":0.002061913,"teacher_disagreement_score":0.6457521,"about_ca_system_score_codex":0.00005418973,"about_ca_system_score_gemma":0.00002956378,"threshold_uncertainty_score":0.17580205},"labels":[],"label_agreement":null},{"id":"W4408533235","doi":"10.1080/14702436.2025.2474057","title":"Looking ahead: imbalance, dependency and NATO’s uncertain future","year":2025,"lang":"en","type":"article","venue":"Defence Studies","topic":"International Relations and Foreign Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dependency (UML); Political science; Law and economics; Political economy; Economics; Computer science; Artificial intelligence","score_opus":0.021172053687461584,"score_gpt":0.38229600471948977,"score_spread":0.3611239510320282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408533235","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06190065,0.011245893,0.00019976965,0.0050017503,0.00053096085,0.00016354994,0.0000075069165,0.0000625465,0.92088735],"genre_scores_gemma":[0.98672706,0.0031075405,0.00026173965,0.00044728548,0.000287728,0.000018640789,8.866483e-7,0.0000024852498,0.009146636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993446,0.000038219816,0.00011241858,0.00014459182,0.00018518697,0.00017497652],"domain_scores_gemma":[0.9995951,0.00013483367,0.000037737762,0.00006389351,0.00014239998,0.000026020258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024294331,0.000068292145,0.000103211416,0.000090325266,0.00072684075,0.00004086649,0.0001130201,0.000049587066,0.000021602758],"category_scores_gemma":[0.0003043075,0.000059201862,0.0000302147,0.00025063814,0.00026006956,0.000106822576,0.00006114392,0.00008967163,0.000012650087],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002356237,0.0000057178117,0.023209095,0.000008186941,0.0000400935,0.0000020513141,0.005529254,0.000003354453,0.000003147652,0.9654726,0.0020570632,0.0036671248],"study_design_scores_gemma":[0.00022649748,0.00001776986,0.034941174,0.00012802331,0.000030938238,0.0000015786986,0.049309697,0.00005247888,0.000020631684,0.6585715,0.25652078,0.000178936],"about_ca_topic_score_codex":0.00026074296,"about_ca_topic_score_gemma":0.00075179077,"teacher_disagreement_score":0.9248264,"about_ca_system_score_codex":0.00008211409,"about_ca_system_score_gemma":0.000092460614,"threshold_uncertainty_score":0.5590345},"labels":[],"label_agreement":null},{"id":"W4413325181","doi":"10.1080/14702436.2025.2547898","title":"Airpower and Wagner Group’s expeditionary operations: exploring the “exceptionality”","year":2025,"lang":"en","type":"article","venue":"Defence Studies","topic":"Military History and Strategy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Forces College","funders":"","keywords":"Political science; Law; Law and economics; Sociology","score_opus":0.12312236980790603,"score_gpt":0.37446621678791625,"score_spread":0.2513438469800102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413325181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84839284,0.032552797,0.00024114466,0.01801938,0.0021940477,0.00037449074,0.000013470371,0.00011176965,0.098100066],"genre_scores_gemma":[0.9895933,0.004293355,0.000120058954,0.0006429939,0.0002654306,0.00022192404,0.0000024371857,0.0000018248415,0.004858658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992992,0.0001456585,0.00011530718,0.00015754394,0.00015611706,0.00012616854],"domain_scores_gemma":[0.99955565,0.00023588148,0.000010760709,0.00009676675,0.00007833628,0.000022589415],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00044448214,0.00006400912,0.00008364737,0.000031909218,0.002089235,0.000023018796,0.00010441221,0.000019705003,0.00008463396],"category_scores_gemma":[0.00025593655,0.000046065394,0.000028567418,0.00015075441,0.00077683775,0.00029479762,0.000050117935,0.0000724603,0.000013907882],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007420836,0.000026874146,0.0024222068,0.000016100239,0.000047981106,0.0000026988712,0.058744043,0.000032861062,0.00003290058,0.9151041,0.021548385,0.0020144156],"study_design_scores_gemma":[0.00015520224,0.000031420084,0.066224135,0.00007357538,0.000032537497,9.1604505e-7,0.29189223,0.000015004346,0.000006581518,0.05360661,0.58777165,0.00019013791],"about_ca_topic_score_codex":0.00039367683,"about_ca_topic_score_gemma":0.0033688585,"teacher_disagreement_score":0.8614975,"about_ca_system_score_codex":0.00005150667,"about_ca_system_score_gemma":0.00004976007,"threshold_uncertainty_score":0.9992099},"labels":[],"label_agreement":null},{"id":"W4414218344","doi":"10.1080/14702436.2025.2553537","title":"Unconventional airpower: how non-state actors used aerial drone capabilities","year":2025,"lang":"en","type":"article","venue":"Defence Studies","topic":"Political Conflict and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Balsillie School of International Affairs","funders":"","keywords":"Drone; Feature (linguistics); Key (lock); Agency (philosophy)","score_opus":0.037541267059487654,"score_gpt":0.3586401827600457,"score_spread":0.32109891570055804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414218344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.920801,0.0012209531,0.00012516846,0.015523168,0.0027692858,0.00030635827,0.000060001654,0.00011728478,0.05907679],"genre_scores_gemma":[0.9569666,0.00035134982,0.000044920907,0.00033725117,0.00025267078,0.000040887986,0.0000015306689,0.0000045211473,0.042000283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986639,0.000089165806,0.00016314331,0.00023964903,0.0003833616,0.0004607513],"domain_scores_gemma":[0.9991256,0.00041545485,0.00006665286,0.00014354968,0.00017188338,0.00007683046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036062152,0.00013344927,0.00025287818,0.000047442176,0.00061888294,0.00008369983,0.00023751381,0.000053894903,0.00005757967],"category_scores_gemma":[0.001220989,0.00012077958,0.0001077487,0.00025021093,0.0013249492,0.00020317474,0.000104073864,0.00010918283,0.000032445038],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052885243,0.00008906162,0.05145984,0.00011306341,0.0003018766,0.000009055398,0.06445793,0.0000038304897,0.00028357175,0.85755986,0.024486953,0.0011820564],"study_design_scores_gemma":[0.0007637958,0.000072205796,0.06314643,0.00018550931,0.000056842244,2.3396883e-7,0.043737706,0.000008947282,0.0011888362,0.08341565,0.8069872,0.0004365978],"about_ca_topic_score_codex":0.0015990831,"about_ca_topic_score_gemma":0.004659502,"teacher_disagreement_score":0.7825003,"about_ca_system_score_codex":0.00018354166,"about_ca_system_score_gemma":0.0002804413,"threshold_uncertainty_score":0.49252483},"labels":[],"label_agreement":null}]}