{"meta":{"query_hash":"ab5cdb639be5","filters":{"venue":"Journal of Humanitarian Affairs"},"cohort_total":14,"direct_labels_cover":0,"predictions_cover":14,"exported":14,"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/ab5cdb639be5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Humanitarian+Affairs"},"results":[{"id":"W3006162687","doi":"10.7227/jha.025","title":"Medical Documentation in Humanitarian Emergencies","year":2019,"lang":"en","type":"article","venue":"Journal of Humanitarian Affairs","topic":"Disaster Response and Management","field":"Health Professions","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":"Response Biomedical (Canada)","funders":"","keywords":"Documentation; Status quo; Health care; Simple (philosophy); Table (database); Public relations; Reflection (computer programming); Business; Internet privacy; Medical emergency; Computer science; Medicine; Political science; Epistemology; Law","score_opus":0.026918659150284456,"score_gpt":0.3812182880745364,"score_spread":0.35429962892425193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006162687","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":[0.77558535,0.00019786195,0.0001781361,0.001963049,0.0026180646,0.00050707976,0.0000019273286,0.000018749932,0.2189298],"genre_scores_gemma":[0.9899279,0.0000687854,0.00015371271,0.00071689807,0.00039703766,0.000010826751,0.000004605858,0.000021861324,0.008698402],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99722767,0.0004909696,0.0010491431,0.00014591007,0.00072073314,0.00036559746],"domain_scores_gemma":[0.9988191,0.00018654214,0.00049770524,0.00021574686,0.00013520157,0.00014570006],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021306104,0.00013770828,0.00032744434,0.00047721053,0.0001630759,0.000021669344,0.00038472583,0.00012180931,0.020271827],"category_scores_gemma":[0.00021533293,0.000116732925,0.000109600645,0.00017183527,0.00003355039,0.0005301138,0.00012317923,0.0006823169,0.0013877174],"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":[0.001803914,0.001413563,0.10397485,0.00095260807,0.0005784602,0.0013483331,0.19178747,0.00013159678,0.0012575095,0.49048698,0.19986978,0.00639492],"study_design_scores_gemma":[0.008233832,0.0015835565,0.10535551,0.0015954091,0.00011995034,0.000041822725,0.46573782,0.00010103161,0.000022148468,0.021937622,0.39469844,0.0005728735],"about_ca_topic_score_codex":0.00013464827,"about_ca_topic_score_gemma":0.0024875742,"teacher_disagreement_score":0.46854937,"about_ca_system_score_codex":0.00022874946,"about_ca_system_score_gemma":0.00031288373,"threshold_uncertainty_score":0.9993898},"labels":[],"label_agreement":null},{"id":"W3006553402","doi":"10.7227/jha.022","title":"Ethics at the Intersection of Crisis Translation and Humanitarian Innovation","year":2019,"lang":"en","type":"article","venue":"Journal of Humanitarian Affairs","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Intersection (aeronautics); Hospitality; Engineering ethics; Political science; Economic Justice; Sociology; Public relations; Environmental ethics; Law; Engineering; Tourism","score_opus":0.11061343663910567,"score_gpt":0.4168846032125455,"score_spread":0.30627116657343983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006553402","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":[0.954508,0.00060039037,0.00045269524,0.011168632,0.0015861323,0.00043790782,0.000008440517,0.000017596365,0.031220183],"genre_scores_gemma":[0.9984441,0.00005147509,0.00029920242,0.00049899635,0.00018902564,0.0000059579975,0.000008174463,0.00001644352,0.0004866713],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99748904,0.00090290915,0.0010581844,0.00009896971,0.00029564986,0.00015527509],"domain_scores_gemma":[0.99650216,0.00094797875,0.0011891708,0.00031442815,0.0010149287,0.00003136046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028707169,0.00009747638,0.00022304986,0.00021095642,0.00070859666,0.000012053822,0.00022911503,0.0002081349,0.0005514233],"category_scores_gemma":[0.00031363597,0.000072227114,0.00006725839,0.00021395607,0.00007395351,0.00019028132,0.00006766667,0.0015197088,0.000034227643],"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":[0.0013204057,0.00017105967,0.05123401,0.0015680522,0.00030784452,0.0000035258684,0.5973803,0.00012244194,0.005368684,0.31781617,0.016761256,0.007946302],"study_design_scores_gemma":[0.0036161833,0.0023736986,0.06034827,0.0031550736,0.00024325124,0.000097565935,0.8304246,0.0009308586,0.00050725107,0.0352008,0.062606,0.00049646833],"about_ca_topic_score_codex":0.00026822937,"about_ca_topic_score_gemma":0.0014580333,"teacher_disagreement_score":0.28261536,"about_ca_system_score_codex":0.00024285003,"about_ca_system_score_gemma":0.000229401,"threshold_uncertainty_score":0.6602463},"labels":[],"label_agreement":null},{"id":"W3089315639","doi":"10.7227/jha.031","title":"Synthesis of Evaluations in South Sudan","year":2020,"lang":"en","type":"article","venue":"Journal of Humanitarian Affairs","topic":"Global Peace and Security Dynamics","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":"Carleton University","funders":"","keywords":"Modalities; Context (archaeology); Set (abstract data type); Government (linguistics); Sustainability; Political science; Public relations; Sustainable development; Process management; Business; Computer science; Knowledge management; Geography; Sociology; Social science","score_opus":0.03544131027345702,"score_gpt":0.30490161385419723,"score_spread":0.2694603035807402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089315639","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":[0.91307926,0.00030353852,0.00009963574,0.008394619,0.00024211773,0.00014129774,0.000013735053,0.000011731133,0.077714086],"genre_scores_gemma":[0.9993392,0.00004007343,0.00030783488,0.00008177966,0.00019442335,5.583457e-7,4.4275464e-7,0.0000051080824,0.000030563442],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99872726,0.00019592345,0.0003983013,0.00006993757,0.00045725086,0.00015133395],"domain_scores_gemma":[0.9992092,0.00011557347,0.00030116396,0.0000619486,0.00019284041,0.000119237164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086593395,0.00006014329,0.00021511543,0.000115027695,0.0001020673,0.000030903895,0.00028883058,0.000057524703,0.00019754039],"category_scores_gemma":[0.0013042573,0.000058924546,0.000118389646,0.0002586707,0.00012046558,0.00020750682,0.000020187683,0.00017662154,0.000014052296],"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":[0.000121600446,0.0002895861,0.016595965,0.00004594499,0.00011393904,0.00009854324,0.81065786,0.0010346666,0.0003058053,0.16512688,0.0026955847,0.0029136415],"study_design_scores_gemma":[0.0012210744,0.0005282557,0.021580353,0.00023873778,0.00022628489,0.0000051042034,0.94227785,0.0009059815,0.0001305943,0.014514529,0.018004028,0.00036719648],"about_ca_topic_score_codex":0.00025080077,"about_ca_topic_score_gemma":0.005378801,"teacher_disagreement_score":0.15061234,"about_ca_system_score_codex":0.00008294009,"about_ca_system_score_gemma":0.0002967682,"threshold_uncertainty_score":0.3001497},"labels":[],"label_agreement":null},{"id":"W3111980571","doi":"10.7227/jha.039","title":"Missing the (Data) Point? Analysis, Advocacy and Accountability in the Monitoring of Attacks on Healthcare in Syria","year":2020,"lang":"en","type":"article","venue":"Journal of Humanitarian Affairs","topic":"Global Security and Public Health","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":false,"ca_institutions":"Response Biomedical (Canada)","funders":"Economic and Social Research Council; Isaac Newton Trust; University of Cambridge","keywords":"Accountability; Government (linguistics); Health care; Public relations; Process (computing); Data collection; Political science; Business; Data science; Sociology; Computer science","score_opus":0.09483727733274229,"score_gpt":0.383652080178003,"score_spread":0.28881480284526073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111980571","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":[0.88305575,0.0009974579,0.000008494602,0.11257278,0.00016611678,0.00019159529,0.000011169476,0.000004043313,0.002992617],"genre_scores_gemma":[0.99878573,0.00021189768,0.00006234331,0.0005516339,0.0003818807,5.617459e-7,0.0000015995184,0.000003220329,0.0000011024765],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99744296,0.0010472707,0.0005557214,0.00015056724,0.00056148664,0.000241982],"domain_scores_gemma":[0.9986806,0.00050718465,0.0003445097,0.00023062143,0.00010666519,0.00013044967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005553673,0.00008286519,0.00029231166,0.00012342275,0.0002934673,0.00012428536,0.0007744565,0.00007051994,0.000030214887],"category_scores_gemma":[0.00091921334,0.00005321956,0.00007423233,0.0008335611,0.00016665175,0.0004027792,0.00005918337,0.0005949475,8.6005474e-7],"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":[0.00028588506,0.00030654462,0.29884154,0.00013476114,0.00013172392,0.000076931996,0.6700363,0.00014763162,0.000007858068,0.021879612,0.0012636901,0.006887488],"study_design_scores_gemma":[0.00054880977,0.00027870975,0.4053065,0.00015317815,0.00008146118,0.0000053883755,0.5767292,0.0001257564,0.000002587944,0.0046901535,0.011963577,0.00011471468],"about_ca_topic_score_codex":0.01341671,"about_ca_topic_score_gemma":0.031723805,"teacher_disagreement_score":0.11573004,"about_ca_system_score_codex":0.0001396589,"about_ca_system_score_gemma":0.0005309894,"threshold_uncertainty_score":0.99315304},"labels":[],"label_agreement":null},{"id":"W3212293967","doi":"10.7227/jha.061","title":"In Then Out of the Frame","year":2021,"lang":"en","type":"article","venue":"Journal of Humanitarian Affairs","topic":"Photography and Visual Culture","field":"Arts and Humanities","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":"McMaster University; Centre for Global Health Research","funders":"","keywords":"Refugee; Immigration; Politics; Displaced person; Rhetoric; Gender studies; Spanish Civil War; Political science; History; Sociology; Media studies; Law","score_opus":0.030683799285015603,"score_gpt":0.24917493797624285,"score_spread":0.21849113869122724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212293967","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":[0.77999264,0.0014836987,0.0000060977,0.002184568,0.0038964625,0.00012797487,0.000033405344,0.000008705193,0.21226643],"genre_scores_gemma":[0.9969429,0.000019187095,0.000023216518,0.0002464694,0.0006021491,6.4054075e-7,6.174931e-7,0.000008101888,0.0021567238],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991288,0.00008483271,0.00037494767,0.000066538916,0.00022457619,0.000120296885],"domain_scores_gemma":[0.9992796,0.00003947997,0.0002805729,0.00014816929,0.00022076287,0.000031397758],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020551846,0.00008663984,0.00021097147,0.00008232136,0.00010991667,0.000064434236,0.0002580226,0.00004119352,0.0019073822],"category_scores_gemma":[0.000057020658,0.000052386415,0.00025957744,0.000053686173,0.00015393071,0.00023833092,0.0000399961,0.00035006073,0.000007765591],"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":[0.00006419345,0.0004950982,0.00073694665,0.00005744661,0.00018823126,0.00013709087,0.26083642,0.000010454247,0.005913577,0.7053527,0.026092233,0.00011557085],"study_design_scores_gemma":[0.0016288331,0.00042418536,0.005465407,0.0004944522,0.00014987752,0.00008174156,0.22537585,0.000006901363,0.008911618,0.07872618,0.678408,0.0003269705],"about_ca_topic_score_codex":0.000033341195,"about_ca_topic_score_gemma":0.0024282017,"teacher_disagreement_score":0.65231574,"about_ca_system_score_codex":0.00001855637,"about_ca_system_score_gemma":0.000076374046,"threshold_uncertainty_score":0.999005},"labels":[],"label_agreement":null},{"id":"W3212636673","doi":"10.7227/jha.067","title":"Ethical Traditions in Humanitarian Photography and the Challenges of the Digital Age","year":2021,"lang":"en","type":"article","venue":"Journal of Humanitarian Affairs","topic":"Historical and Contemporary Political Dynamics","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"McGill University","keywords":"Infographic; Agency (philosophy); Public relations; Social media; Digital media; Sociology; Political science; Media studies; Law; Social science","score_opus":0.02907820795058616,"score_gpt":0.20358489289086987,"score_spread":0.1745066849402837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212636673","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":[0.1945428,0.006769748,0.000017984905,0.035130244,0.001594078,0.00030838037,0.00013794709,0.000019871792,0.76147896],"genre_scores_gemma":[0.9985584,0.00014817646,0.000012670528,0.00029096764,0.0003681863,0.0000029659127,0.000002067605,0.000011908352,0.00060464384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998643,0.0002004468,0.0005672329,0.00011589388,0.0002987415,0.0001747275],"domain_scores_gemma":[0.9990289,0.0003462138,0.00021578129,0.00019361658,0.00014085365,0.00007463683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035516176,0.00012919093,0.00034606594,0.00010502621,0.00028070415,0.00015776342,0.00028163244,0.000082116654,0.00017844555],"category_scores_gemma":[0.00013039954,0.00007274489,0.00031156416,0.00006632967,0.0012350036,0.00018113878,0.000036044916,0.00082741847,0.0000024351423],"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":[0.000037082038,0.0001526128,0.00003431448,0.000024290674,0.000060750397,0.00008372529,0.034133606,0.0000011685196,0.00000612505,0.96483105,0.00041889845,0.00021639661],"study_design_scores_gemma":[0.0031772004,0.00038974715,0.005160714,0.00032066947,0.00017049222,0.00016974493,0.0810012,0.000052288597,0.000010591049,0.66467613,0.24455339,0.00031784776],"about_ca_topic_score_codex":0.00006195208,"about_ca_topic_score_gemma":0.0046433536,"teacher_disagreement_score":0.80401564,"about_ca_system_score_codex":0.00003664667,"about_ca_system_score_gemma":0.000075204116,"threshold_uncertainty_score":0.4550422},"labels":[],"label_agreement":null},{"id":"W3213089023","doi":"10.7227/jha.066","title":"Visual Media and Development Education in Canadian Schools","year":2021,"lang":"en","type":"article","venue":"Journal of Humanitarian Affairs","topic":"Global Education and Multiculturalism","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":true,"ca_institutions":"Carleton University","funders":"","keywords":"Outreach; Popularity; Agency (philosophy); Autonomy; Visual media; Library science; Political science; Sociology; Media studies; Visual arts; Art; Social science; Law","score_opus":0.019884941634621952,"score_gpt":0.3231674112392564,"score_spread":0.30328246960463445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213089023","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":[0.95800656,0.0008399539,8.715851e-7,0.008766855,0.0016502619,0.00006703945,8.228417e-7,0.000004007195,0.030663654],"genre_scores_gemma":[0.99761575,0.00007954022,0.0012451188,0.00027593883,0.00026504137,9.763255e-7,0.000003860441,0.0000028858926,0.00051089533],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992629,0.00008576052,0.00021943153,0.00006628437,0.00018806671,0.0001775516],"domain_scores_gemma":[0.99910665,0.00002474367,0.000089097055,0.000031124608,0.00039238395,0.000355986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000399833,0.000049146147,0.000090735004,0.00014508428,0.00019058511,0.00010948302,0.00007830241,0.000047992056,0.00029793722],"category_scores_gemma":[0.0007198281,0.00004687925,0.0000186503,0.00012314956,0.000037332476,0.00022993394,0.0000080458485,0.00014073591,0.000019917903],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019607944,0.0006117033,0.048858948,0.000027466021,0.000075524724,0.00021216478,0.7520583,0.00000863211,0.00033054163,0.08331408,0.05435308,0.060129944],"study_design_scores_gemma":[0.00023028316,0.000008739964,0.13929576,0.000059187914,0.000006344213,0.000025935757,0.336057,5.651046e-7,0.000047570335,0.00042296067,0.523755,0.00009064233],"about_ca_topic_score_codex":0.07661395,"about_ca_topic_score_gemma":0.90087056,"teacher_disagreement_score":0.8242566,"about_ca_system_score_codex":0.0005415283,"about_ca_system_score_gemma":0.0099256,"threshold_uncertainty_score":0.9956872},"labels":[],"label_agreement":null},{"id":"W4312550198","doi":"10.7227/jha.078","title":"Resilience Unfiltered","year":2022,"lang":"en","type":"article","venue":"Journal of Humanitarian Affairs","topic":"Disaster Management and Resilience","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":"York University","funders":"","keywords":"Context (archaeology); Social capital; Psychosocial; Resilience (materials science); Psychological resilience; Faith; Sociology; Typhoon; Political science; Economic growth; Psychology; Geography; Socioeconomics; Social psychology; Social science; Economics","score_opus":0.017717297522601854,"score_gpt":0.2739686367728301,"score_spread":0.25625133925022825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312550198","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":[0.13214087,0.00046233975,0.00020167026,0.0032502767,0.0023544722,0.00018743903,0.0000033211818,0.000033773027,0.86136585],"genre_scores_gemma":[0.98555756,0.000026807298,0.000140047,0.000120299126,0.00031555496,0.000002405081,4.0781794e-7,0.0000066332764,0.013830302],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827504,0.00026127248,0.00029091223,0.000103195845,0.00083047873,0.00023907401],"domain_scores_gemma":[0.999341,0.000054583546,0.00030000528,0.0001265019,0.00007906654,0.00009883221],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012087848,0.00006716449,0.00012955056,0.00019949282,0.0010628673,0.00009900193,0.000809606,0.000016824819,0.002518819],"category_scores_gemma":[0.00010033546,0.000063668915,0.00010451735,0.0002921641,0.00020601593,0.00037455297,0.00014418401,0.00023930766,0.000024738747],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015512618,0.00042122894,0.0029821624,0.000015622512,0.00008370666,0.0005288806,0.08074534,0.001424478,0.0003872595,0.7656695,0.13858105,0.009005623],"study_design_scores_gemma":[0.000402454,0.00029262493,0.0023655784,0.000013700548,0.000029102268,0.000019544848,0.25079727,0.000013884902,0.000007610176,0.010710745,0.73519933,0.00014815984],"about_ca_topic_score_codex":0.00008222128,"about_ca_topic_score_gemma":0.00035493617,"teacher_disagreement_score":0.8534167,"about_ca_system_score_codex":0.00015040679,"about_ca_system_score_gemma":0.00017815147,"threshold_uncertainty_score":0.998393},"labels":[],"label_agreement":null},{"id":"W4312697579","doi":"10.7227/jha.080","title":"Gender Transformation in Humanitarian Response","year":2022,"lang":"en","type":"article","venue":"Journal of Humanitarian Affairs","topic":"Gender, Security, and Conflict","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":"Carleton University","funders":"","keywords":"Transformative learning; Psychological intervention; Humanitarian crisis; Context (archaeology); Political science; Humanitarian aid; Inequality; State (computer science); Sociology; Economic growth; Gender studies; Development economics; Psychology; Geography; Developmental psychology; Law","score_opus":0.0426359889926857,"score_gpt":0.29396439919520984,"score_spread":0.25132841020252417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312697579","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":[0.84780765,0.0007375237,0.00013872204,0.004577542,0.0015259978,0.0003301989,0.000012345861,0.00003376529,0.14483626],"genre_scores_gemma":[0.99891055,0.000035723304,0.000066437446,0.0001876191,0.0003272291,0.0000075984476,0.0000026295281,0.000014810945,0.00044743431],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969804,0.0010874865,0.0005899638,0.00012836467,0.0008642828,0.00034947443],"domain_scores_gemma":[0.99918497,0.00012272505,0.00029970493,0.00013643784,0.0001284966,0.00012764688],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0042402414,0.00011919698,0.0002266592,0.0005479791,0.0010369258,0.00010232143,0.0005301494,0.00006298178,0.0020837374],"category_scores_gemma":[0.00014514489,0.00013097556,0.00017248017,0.00033564676,0.000104770974,0.0005313022,0.000042112857,0.000604953,0.0000192502],"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":[0.0009432941,0.00041993783,0.00096804963,0.000015521748,0.00006469918,0.00029231914,0.7918556,0.00037394156,0.0003350968,0.20088024,0.0027160682,0.0011352382],"study_design_scores_gemma":[0.0015478289,0.00054616976,0.021092048,0.000013265379,0.000042145017,0.00007213053,0.58720964,0.00002567185,0.000017028135,0.02354352,0.36561662,0.00027391876],"about_ca_topic_score_codex":0.0006352686,"about_ca_topic_score_gemma":0.006029773,"teacher_disagreement_score":0.36290056,"about_ca_system_score_codex":0.0005357882,"about_ca_system_score_gemma":0.00062160497,"threshold_uncertainty_score":0.9988285},"labels":[],"label_agreement":null},{"id":"W4388939271","doi":"10.7227/jha.106","title":"What Does ‘Closing Well’ Entail for Humanitarian Project Data? Seven Questions as Humanitarian Health Projects Are (Being) Closed or Handed Over","year":2023,"lang":"en","type":"article","venue":"Journal of Humanitarian Affairs","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McGill University","funders":"","keywords":"Deliberation; Public relations; Refugee; Closing (real estate); Closure (psychology); Health care; Business; Project manager; Project management; Political science; Law; Management; Economics","score_opus":0.09513363444489,"score_gpt":0.41025059921910656,"score_spread":0.3151169647742166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388939271","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":[0.7232061,0.009398972,0.003971291,0.12801029,0.015373681,0.037212767,0.004041669,0.0025905143,0.076194726],"genre_scores_gemma":[0.93887377,0.0013482481,0.0024166387,0.0007215018,0.003676182,0.00015115524,0.0013079927,0.0002552957,0.05124923],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99489194,0.00042140388,0.0016304605,0.00070877897,0.0011893765,0.0011580327],"domain_scores_gemma":[0.9960581,0.00035627303,0.0011052251,0.0010961348,0.0008090172,0.00057526835],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002634168,0.0004945795,0.0011038816,0.0017965203,0.0013275647,0.0008079658,0.0009490783,0.00021381126,0.0011523855],"category_scores_gemma":[0.0017930693,0.00035879062,0.0006049827,0.0008273001,0.00024241146,0.0023888838,0.00033141783,0.0011143911,0.0001822555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043614227,0.0031030579,0.0012655776,0.0028335694,0.0027804365,0.0025548819,0.027437557,0.000012408234,0.001596005,0.02058697,0.9228159,0.0106521705],"study_design_scores_gemma":[0.01963424,0.037304033,0.007200022,0.016507056,0.0014213516,0.0018191917,0.33333942,0.0020630897,0.00063664344,0.015840452,0.5626516,0.001582928],"about_ca_topic_score_codex":0.0007638053,"about_ca_topic_score_gemma":0.020196212,"teacher_disagreement_score":0.36016437,"about_ca_system_score_codex":0.00070725114,"about_ca_system_score_gemma":0.002430973,"threshold_uncertainty_score":0.9999726},"labels":[],"label_agreement":null},{"id":"W4403427702","doi":"10.7227/jha.115","title":"Laying the Groundwork: Insights from Organisational Ethics for Humanitarian Innovation","year":2024,"lang":"en","type":"article","venue":"Journal of Humanitarian Affairs","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of British Columbia; McGill University","funders":"","keywords":"Engineering ethics; Laying; Sociology; Engineering; Political science; Management; Knowledge management; Environmental ethics; Computer science; Philosophy; Mechanical engineering; Economics","score_opus":0.05489599626530327,"score_gpt":0.2845502398600956,"score_spread":0.2296542435947923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403427702","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":[0.6674246,0.007209131,0.12977803,0.083520934,0.026139757,0.0029590218,0.000040594292,0.0005454772,0.082382426],"genre_scores_gemma":[0.98973453,0.000023650853,0.00058276113,0.0019070157,0.0073401723,0.000009729428,0.00005401769,0.000040492894,0.000307637],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829876,0.000025909092,0.0006557016,0.00021317924,0.0005879116,0.0002185059],"domain_scores_gemma":[0.9983779,0.00046166862,0.00041084533,0.00019183355,0.0005468892,0.000010846027],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010799209,0.00018846833,0.00020141694,0.00064929936,0.0007084096,0.0012548998,0.000508502,0.00010961495,0.00037571733],"category_scores_gemma":[0.000360181,0.0001257867,0.00015066544,0.00070923177,0.0000955415,0.0016781859,0.00010859661,0.0006023256,0.0001294828],"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":[0.000043734126,0.00006360995,0.0002764154,0.00010286894,0.00019628288,0.00004468375,0.002444445,0.00030709544,0.00029365695,0.96623766,0.027833706,0.0021558534],"study_design_scores_gemma":[0.0005961196,0.000061004273,0.0038417235,0.00028134722,0.00028350088,0.000008701572,0.029063521,0.0021837084,0.000027596201,0.39780658,0.56555265,0.00029354828],"about_ca_topic_score_codex":0.00017680338,"about_ca_topic_score_gemma":0.00032596366,"teacher_disagreement_score":0.5684311,"about_ca_system_score_codex":0.00011495828,"about_ca_system_score_gemma":0.0001365018,"threshold_uncertainty_score":0.9997819},"labels":[],"label_agreement":null},{"id":"W4403428575","doi":"10.7227/jha.116","title":"Queering Humanitarian Practices through the Inclusion of SOGIESC Concepts","year":2024,"lang":"en","type":"article","venue":"Journal of Humanitarian Affairs","topic":"Gender Politics and Representation","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":"Francophone University Association; Université de Montréal","funders":"","keywords":"Inclusion (mineral); Sociology; Political science; Gender studies","score_opus":0.06487788648066858,"score_gpt":0.3979310121069283,"score_spread":0.33305312562625966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403428575","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":[0.2614054,0.014177793,0.002172562,0.03760855,0.008805616,0.000693376,0.000016299617,0.000110532936,0.67500985],"genre_scores_gemma":[0.9973583,0.0002729,0.000367906,0.000055632067,0.0011505403,0.000001308991,0.0000010462511,0.000013351602,0.0007789834],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9982675,0.00026041572,0.00047029398,0.00011394204,0.000669922,0.0002179783],"domain_scores_gemma":[0.9985192,0.0003802021,0.0006534355,0.00014252409,0.00024761082,0.000057061876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013445868,0.00009535703,0.00017392452,0.000110347064,0.0009369082,0.00022289295,0.0004496059,0.00007410721,0.00023147673],"category_scores_gemma":[0.0004909727,0.00006500787,0.00016046171,0.0001838532,0.0003312265,0.0007837968,0.00018005526,0.0003347262,0.000011745712],"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":[0.000014803217,0.0000598448,0.00009818722,0.00005797792,0.00013739197,0.00006555218,0.33884105,0.0001489792,0.000828362,0.6542042,0.0045998157,0.0009438493],"study_design_scores_gemma":[0.00031540505,0.0002510362,0.00089588366,0.00026675864,0.00018999909,0.000044894594,0.4961617,0.00009572255,0.00053073966,0.17885055,0.32221135,0.00018598523],"about_ca_topic_score_codex":0.0027352767,"about_ca_topic_score_gemma":0.0027524296,"teacher_disagreement_score":0.7359529,"about_ca_system_score_codex":0.0001292464,"about_ca_system_score_gemma":0.0004353984,"threshold_uncertainty_score":0.7206035},"labels":[],"label_agreement":null},{"id":"W4408403785","doi":"10.7227/jha.123","title":"Reimagining Humanitarianism and Refugee Research: Decolonisation or Symbolic Gesture?","year":2025,"lang":"en","type":"article","venue":"Journal of Humanitarian Affairs","topic":"Historical and Contemporary Political Dynamics","field":"Arts and Humanities","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":"Impact","funders":"","keywords":"Decolonization; Refugee; Gesture; Sociology; Political science; Linguistics; Philosophy; Law; Politics","score_opus":0.0953151596141823,"score_gpt":0.3295495191732632,"score_spread":0.2342343595590809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408403785","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":[0.096897654,0.0023339665,0.0002562816,0.014960957,0.0042098723,0.00047837515,0.000027748623,0.00010439224,0.88073075],"genre_scores_gemma":[0.9657249,0.000049127248,0.00022259867,0.0003650938,0.0010935992,0.0000057518873,0.0000036499766,0.000021010606,0.032514267],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981111,0.00021813189,0.0006753577,0.00020673036,0.00040963874,0.00037900227],"domain_scores_gemma":[0.99849725,0.00040719102,0.00020842372,0.0002045203,0.00052535837,0.00015724535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010184961,0.00017882875,0.00037107163,0.0005803796,0.00094313256,0.00037934497,0.0003302018,0.000087764914,0.00057217176],"category_scores_gemma":[0.00041681324,0.000121121484,0.0001093453,0.0001089859,0.00057173247,0.0005237876,0.00009820173,0.0008953527,0.00003491342],"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":[0.00011492216,0.000103259605,0.000079518715,0.000049686314,0.000081503815,0.00010709421,0.011838028,0.0000010635229,0.000023874241,0.97247154,0.013534011,0.0015955222],"study_design_scores_gemma":[0.0006999165,0.00057581015,0.00089162553,0.00018369246,0.000078637466,0.000037575515,0.013877229,0.00006659314,0.0000060810758,0.16243151,0.8209713,0.0001799927],"about_ca_topic_score_codex":0.00016365571,"about_ca_topic_score_gemma":0.0022150234,"teacher_disagreement_score":0.8688272,"about_ca_system_score_codex":0.00025276313,"about_ca_system_score_gemma":0.00033041145,"threshold_uncertainty_score":0.72539085},"labels":[],"label_agreement":null},{"id":"W4415992440","doi":"10.7227/jha.128","title":"‘They Are Still Not Gone Even Though They Are No Longer Here’: What Community Members and Local Stakeholders Valued in How Organisations Closed Humanitarian Assistance Projects in Six Locales in the Philippines","year":2025,"lang":"","type":"article","venue":"Journal of Humanitarian Affairs","topic":"Disaster Management and Resilience","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":"McMaster University; Impact; McGill University","funders":"","keywords":"Accountability; Focus group; Transparency (behavior); Closure (psychology); Foregrounding; Qualitative research; Humanitarian aid; Local community; Duration (music)","score_opus":0.06088208502060511,"score_gpt":0.28560724319879716,"score_spread":0.22472515817819205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415992440","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":[0.96470857,0.0025506518,0.00009560982,0.015860613,0.0015157899,0.0018153422,0.0000284979,0.000025967734,0.013398965],"genre_scores_gemma":[0.9967376,0.0012473615,0.00006722882,0.000490881,0.0002716329,0.00003236734,0.0000050230865,0.00003893461,0.0011089474],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99196386,0.0038453168,0.0014278986,0.0005559506,0.0012804619,0.0009265222],"domain_scores_gemma":[0.9963757,0.000928305,0.0013942153,0.00070656283,0.00043477226,0.00016043549],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005442236,0.00062003755,0.0010532377,0.0010469625,0.0012607176,0.0016969721,0.0020694884,0.00033488745,0.00011530802],"category_scores_gemma":[0.0009101198,0.0005023961,0.00023440154,0.0013911421,0.0015044461,0.0030324906,0.000343159,0.0022349255,0.000007594852],"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":[0.0014748564,0.0045871018,0.056515854,0.0011589674,0.00051815336,0.0009828387,0.8977533,0.0022359844,0.00009544794,0.024803665,0.0042108474,0.005663013],"study_design_scores_gemma":[0.0024457488,0.00027453288,0.16642018,0.00303767,0.0001424111,0.000005410052,0.8196993,0.00026765067,0.000005912218,0.005074957,0.0021690323,0.00045724082],"about_ca_topic_score_codex":0.0032681834,"about_ca_topic_score_gemma":0.62418216,"teacher_disagreement_score":0.620914,"about_ca_system_score_codex":0.00094105536,"about_ca_system_score_gemma":0.00060262514,"threshold_uncertainty_score":0.99974275},"labels":[],"label_agreement":null}]}