{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"15a55f78360f","filters":{"venue":"Resilience"}},"results":[{"id":"W1965194592","doi":"10.1080/21693293.2013.765738","title":"Resiliencism: premises and promises in securitisation research","year":2013,"lang":"en","type":"article","venue":"Resilience","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":149,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Scholarship; Resilience (materials science); Value (mathematics); Politics; Psychological resilience; Sociology; Political science; Set (abstract data type); Convergence (economics); Epistemology; Social science; Positive economics; Law; Social psychology; Economic growth; Psychology; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.05274965550655622,"gpt":0.4016977193869317,"spread":0.3489480638803755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002605379,0.00006356971,0.000101264,0.0001352992,0.0005452666,0.0002046385,0.0002664851,0.0001114511,0.0003167619],"category_scores_gemma":[0.002138326,0.00006328184,0.00001190622,0.0007762591,0.00064589,0.0006253897,0.00006629447,0.0002421441,0.00009854685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001488615,"about_ca_system_score_gemma":0.0004565029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05090263,"about_ca_topic_score_gemma":0.01401069,"domain_scores_codex":[0.9975979,0.0006756183,0.0001875825,0.0002950114,0.0006477938,0.000596043],"domain_scores_gemma":[0.9989941,0.0004017061,0.00003187908,0.0001473135,0.00017134,0.0002536747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003489772,0.0003036573,0.1798649,0.0001874753,0.000003702188,0.00002112121,0.09747919,0.00001997592,0.0008996196,0.5362645,0.0269762,0.1579448],"study_design_scores_gemma":[0.0005834785,0.0002089788,0.5802873,0.000264721,0.000002008626,0.000006788081,0.0381175,0.0005591255,0.0002795061,0.1497838,0.2295118,0.0003950103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8664604,0.0005897364,0.000005917866,0.006104288,0.00005198423,0.0006527927,0.000001522972,0.00003853841,0.1260948],"genre_scores_gemma":[0.9976568,0.0009727638,0.0001926519,0.0001362424,0.00007931871,0.00007370546,8.576724e-7,0.000003590008,0.0008840497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4004224,"threshold_uncertainty_score":0.9554175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4248156340","doi":"10.1080/21693293.2017.1353196","title":"Negotiated resilience","year":2017,"lang":"en","type":"article","venue":"Resilience","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":139,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"University of Cape Town; Social Sciences and Humanities Research Council of Canada; University of British Columbia; Economic and Social Research Council; Department for International Development, UK Government","keywords":"Negotiation; Resilience (materials science); Process (computing); Politics; Epistemology; Sociology; Common ground; Power (physics); Political science; Computer science; Social science; Law; Communication","retraction":null,"screen_n_in":null,"score":{"opus":0.02435608049799034,"gpt":0.3466218909886923,"spread":0.322265810490702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007321803,0.0001424267,0.0001550064,0.00007706146,0.003752125,0.0007881785,0.00241332,0.0000850002,0.0003757503],"category_scores_gemma":[0.001209343,0.0001318937,0.00006931736,0.0001947065,0.001878784,0.001226108,0.0003157395,0.0001368305,0.0006477947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005850748,"about_ca_system_score_gemma":0.0001565726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002019005,"about_ca_topic_score_gemma":0.002117955,"domain_scores_codex":[0.9978101,0.0001223528,0.0002037785,0.0004698358,0.0007437325,0.0006502352],"domain_scores_gemma":[0.998338,0.00008002949,0.0002122939,0.001045777,0.00009176265,0.0002320727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009255141,0.0002946967,0.2443608,0.00005960502,0.00003296185,0.0002007424,0.01464696,0.0003082032,0.00334961,0.5299637,0.0368204,0.1698697],"study_design_scores_gemma":[0.0006219494,0.00009579928,0.5456686,0.0001678268,0.00002918279,0.000002691207,0.00834648,0.0005858034,0.0009734179,0.009334334,0.4333688,0.0008051056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2671002,0.0001168733,0.0005474194,0.002941378,0.0007047966,0.0002871177,0.000001582407,0.0001653604,0.7281352],"genre_scores_gemma":[0.9466574,0.0002380966,0.0003523264,0.0001825652,0.0001923518,0.0000124815,5.898823e-7,0.000009133351,0.05235501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6795572,"threshold_uncertainty_score":0.9975448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324197908","doi":"10.1080/21693293.2014.958301","title":"The global development crisis","year":2014,"lang":"en","type":"article","venue":"Resilience","topic":"International Development and Aid","field":"Social Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Business","retraction":null,"screen_n_in":null,"score":{"opus":0.008787522233733597,"gpt":0.3008965938193346,"spread":0.292109071585601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006188671,0.00003749953,0.00003120904,0.000007604579,0.0009283284,0.0000892808,0.0003371654,0.00002016229,0.00004788116],"category_scores_gemma":[0.0002523074,0.00002590683,0.00001483583,0.0001280252,0.0001061385,0.00007361123,0.00003578185,0.00002830806,0.0002978204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167652,"about_ca_system_score_gemma":0.0001664594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001575225,"about_ca_topic_score_gemma":0.001242496,"domain_scores_codex":[0.9991922,0.00005668519,0.00008882002,0.00009584455,0.000378951,0.0001874693],"domain_scores_gemma":[0.9997122,0.00008471576,0.00002744331,0.00006366803,0.00006411951,0.00004786038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003446994,0.000006551668,0.01261096,7.047885e-7,0.000003432151,4.270787e-7,0.001512677,0.000004824683,0.000004945351,0.9436594,0.008270948,0.03392174],"study_design_scores_gemma":[0.00003238157,0.000003313091,0.04561708,0.000004663795,5.947818e-7,2.110532e-7,0.0007459171,0.00002076415,0.0001491469,0.0137928,0.9395767,0.00005640903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1128746,0.00009388698,0.002709648,0.01768871,0.0008159156,0.0001140414,5.103346e-7,0.00007780836,0.8656249],"genre_scores_gemma":[0.9940721,0.0000314717,0.0009433202,0.0003474847,0.0000975761,0.000006392899,3.697128e-7,0.000001283854,0.004499942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9313058,"threshold_uncertainty_score":0.7140045,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2772760701","doi":"10.1080/21693293.2017.1406849","title":"Does diversification enhance community resilience? A critical perspective","year":2017,"lang":"en","type":"article","venue":"Resilience","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Resilience (materials science); Perspective (graphical); Diversification (marketing strategy); Community resilience; Environmental resource management; Business; Economic geography; Geography; Economics; Computer science; Engineering; Marketing; Reliability engineering; Artificial intelligence; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.02976888435796703,"gpt":0.3872593324117084,"spread":0.3574904480537414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001239038,0.0001447005,0.0001606593,0.00007287111,0.008121402,0.0006981564,0.002418417,0.00009080585,0.0002031976],"category_scores_gemma":[0.005067616,0.0001046185,0.00007393694,0.0001729059,0.004087247,0.001509021,0.0004390219,0.0003324256,0.0002252412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001852639,"about_ca_system_score_gemma":0.0001429286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009840161,"about_ca_topic_score_gemma":0.006066119,"domain_scores_codex":[0.9976554,0.0004972694,0.0001845896,0.0004203325,0.000708858,0.0005335608],"domain_scores_gemma":[0.9977769,0.0003932965,0.0001637257,0.00117512,0.0002884995,0.0002024959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009511066,0.0005013016,0.05677472,0.00006459333,0.00002102308,0.00003296569,0.08133013,0.00002215732,0.002233247,0.8337413,0.003673541,0.0215099],"study_design_scores_gemma":[0.0003922675,0.0001817341,0.5162954,0.0002680191,0.00005910024,0.00000126398,0.3496478,0.0002420242,0.002772809,0.09337545,0.03588491,0.0008793203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4126445,0.0001007558,0.00195262,0.01639705,0.001097798,0.0004519666,0.000008428022,0.0001724047,0.5671744],"genre_scores_gemma":[0.9834995,0.0001878125,0.0003557398,0.0001324953,0.0001696541,0.000020095,6.526744e-7,0.000006969177,0.01562708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7403659,"threshold_uncertainty_score":0.9986231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2473341098","doi":"10.1080/21693293.2016.1202903","title":"Probing the relationship between ecosystem perceptions and approaches to environmental governance: an exploratory content analysis of seven water dilemmas","year":2016,"lang":"en","type":"article","venue":"Resilience","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Winnipeg; Brock University","funders":"","keywords":"Corporate governance; Resilience (materials science); Government (linguistics); Context (archaeology); Nexus (standard); Environmental governance; Scholarship; Globe; Psychological resilience; Environmental resource management; Content analysis; Political science; Socio-ecological system; Public relations; Sociology; Business; Psychology; Social science; Geography; Engineering; Social psychology; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.1282237041123543,"gpt":0.2481232999768741,"spread":0.1198995958645198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005280806,0.0001130906,0.0001701888,0.00002589719,0.0002119903,0.00001843752,0.0002702223,0.00004510502,0.0002765314],"category_scores_gemma":[0.00007668542,0.00005949493,0.00005692038,0.0002223341,0.0002902258,0.0004216212,0.0002346688,0.00005906021,0.00006066345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003227728,"about_ca_system_score_gemma":0.000005573692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005482866,"about_ca_topic_score_gemma":0.0005410559,"domain_scores_codex":[0.9986877,0.0001482207,0.0002380187,0.0003753637,0.0003138384,0.000236791],"domain_scores_gemma":[0.9991845,0.0002121521,0.0000915874,0.000404622,0.000003575307,0.0001034949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001130225,0.0000342025,0.9762331,0.00001017767,0.0000180027,5.50309e-7,0.01405365,0.0005709446,0.007617985,0.0001976367,0.00001046063,0.001241942],"study_design_scores_gemma":[0.00009063478,0.00005382503,0.9849905,0.00001997533,0.00007764163,8.594607e-7,0.01283575,0.000125301,0.001410436,0.0001216863,0.0001616218,0.0001117923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981736,0.00002353736,0.0004186653,0.0008219394,0.00001346425,0.0003167618,0.0001156012,0.00001258467,0.0001038595],"genre_scores_gemma":[0.9995199,0.00001418725,0.00006732983,0.00003036291,0.00001721367,0.00007582704,0.000005815587,0.000007261483,0.000262092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008757333,"threshold_uncertainty_score":0.3027825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2897870426","doi":"10.1080/21693293.2018.1531476","title":"‘Building a safe and resilient Canada’: resilience and the mechanopolitics of critical infrastructure","year":2018,"lang":"en","type":"article","venue":"Resilience","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Vitality; Government (linguistics); Critical infrastructure; Resilience (materials science); Articulation (sociology); Corporate governance; Field (mathematics); Psychological resilience; Political science; Sociology; Public administration; Environmental ethics; Public relations; Law; Economics; Management; Psychology; Politics; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.00744562785423373,"gpt":0.3117816456630471,"spread":0.3043360178088134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001387427,0.0001017538,0.0001907378,0.00002847562,0.0009692232,0.00006563435,0.0003468021,0.00009297134,0.00005733085],"category_scores_gemma":[0.004283569,0.00007502269,0.00001778081,0.0003382106,0.004981243,0.0001602061,0.0001393811,0.000174439,8.091283e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115472,"about_ca_system_score_gemma":0.001540043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5057676,"about_ca_topic_score_gemma":0.5346438,"domain_scores_codex":[0.9979432,0.0003926236,0.0002538679,0.00027485,0.0006191193,0.0005163912],"domain_scores_gemma":[0.9982789,0.0008811067,0.00007587472,0.0002161668,0.0002272176,0.0003206898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000335787,0.000007494471,0.001082377,0.00003600339,0.000002169054,0.000002212312,0.004720784,0.000002701787,0.00004425391,0.988894,0.001320568,0.003853846],"study_design_scores_gemma":[0.001668122,0.0004257866,0.09094984,0.0003429237,0.00006376284,0.00006515918,0.0399024,0.003242917,0.00173016,0.4830858,0.3777821,0.0007410511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313642,0.001222004,0.001178173,0.02609872,0.0004516915,0.0004092078,0.00003299857,0.00002745416,0.03921551],"genre_scores_gemma":[0.9968422,0.0002302063,0.001636641,0.001032507,0.0001555619,0.000003340482,1.843555e-7,0.000003610264,0.00009575333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5058082,"threshold_uncertainty_score":0.9977266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994789290","doi":"10.32569/resilience.618752","title":"The Comparison of Institutional Frameworks Regarding Risk Management for Conservation of Cultural Heritage by Focusing on UNESCO World Heritage Sites: The Cases of the UK, Japan and Turkey","year":2019,"lang":"en","type":"article","venue":"Resilience","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Development Research Centre","keywords":"Cultural heritage; Subject (documents); Natural heritage; World heritage; Natural (archaeology); Cultural heritage management; Political science; State (computer science); Geography; Environmental planning; Environmental protection; Environmental resource management; Archaeology; Law; Tourism; Library science","retraction":null,"screen_n_in":null,"score":{"opus":0.05337844828924861,"gpt":0.2734910446069497,"spread":0.2201125963177011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003149742,0.0001069747,0.0001572088,0.00002563495,0.0005958939,0.0001052711,0.0002656656,0.00003225499,0.00003209116],"category_scores_gemma":[0.00008870816,0.00005231402,0.00007404971,0.0001025321,0.0004708726,0.0002173974,0.0001033672,0.0001459551,7.356554e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001954191,"about_ca_system_score_gemma":0.000006705898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005512641,"about_ca_topic_score_gemma":0.002476982,"domain_scores_codex":[0.9990669,0.00007661519,0.0003173914,0.000146682,0.0002684119,0.0001239342],"domain_scores_gemma":[0.9987485,0.0005166752,0.0003448577,0.0002503876,0.0001274514,0.00001206949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005430014,0.000132151,0.1431377,0.0007722595,0.0001894884,4.539451e-7,0.03022223,0.003045296,0.002735588,0.7866335,0.02070925,0.01187911],"study_design_scores_gemma":[0.003444626,0.001171365,0.1415523,0.003846954,0.0006137005,0.00000326025,0.2673039,0.03782709,0.01543747,0.01145178,0.5162285,0.001119089],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897208,0.0007483541,0.00005199818,0.0005819052,0.0002094693,0.0007556014,0.00004613307,0.000008800575,0.007876992],"genre_scores_gemma":[0.9961663,0.00008303642,0.00009454492,0.00008512779,0.00005113383,0.00001985557,0.00001292072,0.000005002657,0.003482064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7751817,"threshold_uncertainty_score":0.4583194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}