{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":21,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":21,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"384af613688d","filters":{"venue":"International Journal of Disaster Resilience in the Built Environment"}},"results":[{"id":"W2946961355","doi":"10.1108/ijdrbe-11-2018-0046","title":"Indicators to assess organizational resilience – a review of empirical literature","year":2019,"lang":"en","type":"review","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Resilience (materials science); Credibility; Empirical research; Adaptive capacity; Originality; Knowledge management; Process management; Business; Environmental resource management; Computer science; Psychology; Political science; Social psychology; Economics","authors":[{"name":"Khalil Rahi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04504056205747663,"gpt":0.3523584377219331,"spread":0.3073178756644565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001645483,0.0004335305,0.001116513,0.001297571,0.0000472545,0.0002420438,0.003964081,0.0001454274,0.0003916426],"category_scores_gemma":[0.0005286591,0.0002617566,0.0004746838,0.001342871,0.0001529999,0.000717776,0.0007680015,0.0005734482,0.0002646532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002476708,"about_ca_system_score_gemma":0.0001574266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001084172,"about_ca_topic_score_gemma":0.000003196292,"domain_scores_codex":[0.9948769,0.000158867,0.001762158,0.0004592972,0.002431556,0.0003112803],"domain_scores_gemma":[0.9968945,0.0003096333,0.001970214,0.00060987,0.0001789331,0.00003687965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001618865,0.001967679,0.01672841,0.0704414,0.0006530138,0.0008474838,0.001777693,0.002282794,0.00000928119,0.002928727,0.03907035,0.8631313],"study_design_scores_gemma":[0.0002118534,0.00004968018,0.0009828591,0.0668069,0.0002950467,0.00009273561,0.0003678402,0.00001508304,0.000001293781,0.0002067301,0.9306689,0.0003010896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009018251,0.9932266,0.0004520752,0.002251808,0.0009323217,0.001158637,0.00002466518,0.000006197821,0.001045874],"genre_scores_gemma":[0.001842648,0.9929615,0.0002018774,0.003894657,0.00078565,0.00004340569,0.00004832912,0.00003628335,0.0001856903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8915985,"threshold_uncertainty_score":0.9999835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1575853504","doi":"10.1108/17595901311298991","title":"Framing responses to post‐earthquake Haiti","year":2013,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; Université de Montréal; McGill University","funders":"","keywords":"Legibility; Framing (construction); Human settlement; Originality; Resilience (materials science); Sociology; Architectural engineering; Public relations; Engineering; Political science; Civil engineering; Business; Social science; Qualitative research","authors":[{"name":"Lisa Bornstein","is_ca":true},{"name":"Gonzalo Lizarralde","is_ca":true},{"name":"Kevin Gould","is_ca":true},{"name":"Colin H. Davidson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01624600497647719,"gpt":0.2990156184246055,"spread":0.2827696134481283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001114538,0.0001184718,0.0001305994,0.0002479524,0.0001267203,0.0003254323,0.00188436,0.00004052348,0.0006990582],"category_scores_gemma":[0.0003472139,0.00008186406,0.00009381535,0.0001416804,0.0002947636,0.0007141233,0.0001836606,0.000181749,0.0003908981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001387526,"about_ca_system_score_gemma":0.00005534112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005186112,"about_ca_topic_score_gemma":0.0002640263,"domain_scores_codex":[0.9972126,0.0003371848,0.000464838,0.0001767592,0.001509575,0.0002989663],"domain_scores_gemma":[0.9990987,0.0002803707,0.0002085594,0.0002084539,0.00008349863,0.0001204715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007880611,0.00180406,0.274247,0.00002235297,0.0001995318,0.000655646,0.2900743,0.009471284,0.01151215,0.01101194,0.01454191,0.3856718],"study_design_scores_gemma":[0.0005662902,0.0003284903,0.7546058,0.000190032,0.00001713413,0.00003794899,0.1321443,0.00006434332,0.0001509242,0.003799599,0.1078009,0.0002942068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705094,0.00009038488,0.000791893,0.02148383,0.0005007627,0.0003049633,0.000002478934,0.000005340955,0.006310988],"genre_scores_gemma":[0.9943448,0.0001028147,0.0005158324,0.001937653,0.0002660542,0.00001908428,5.288724e-7,0.000006939332,0.002806277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4803588,"threshold_uncertainty_score":0.7654197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965733964","doi":"10.1108/17595901211245189","title":"Risk and vulnerability assessment: a comprehensive approach","year":2012,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Vulnerability (computing); Risk assessment; Risk perception; Vulnerability assessment; Risk analysis (engineering); Population; Risk management; Hazard; Emergency management; Environmental resource management; Perception; Environmental planning; Business; Geography; Computer science; Psychology; Computer security; Social psychology; Psychological resilience; Sociology; Political science; Economics","authors":[{"name":"N. Nirupama","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02620675129411306,"gpt":0.3340125651377855,"spread":0.3078058138436724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001905977,0.0001091738,0.0001393666,0.000107352,0.0001527534,0.000128693,0.0009390006,0.00003849205,0.00005981234],"category_scores_gemma":[0.00009390306,0.00007238419,0.00007009997,0.00008799513,0.0005969807,0.0007049768,0.000167407,0.0002680427,0.000008996562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001437833,"about_ca_system_score_gemma":0.00002587432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001557337,"about_ca_topic_score_gemma":0.00002439057,"domain_scores_codex":[0.9974266,0.0006396303,0.0003722374,0.0001456968,0.001147788,0.0002679925],"domain_scores_gemma":[0.9991263,0.0002593009,0.0003086539,0.0001707103,0.00003491754,0.0001001292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000813166,0.001064282,0.8896468,0.00001058315,0.00006952367,0.00001645817,0.06587613,0.001658646,0.0001603595,0.007104807,0.0005496867,0.03376148],"study_design_scores_gemma":[0.0005502693,0.00007088939,0.8914791,0.00003231227,0.00003312949,0.00002880148,0.07120869,0.0002381813,0.00001005534,0.001896673,0.03430364,0.0001481929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981817,0.0004284611,0.003557243,0.001570831,0.0003954823,0.0002104083,0.000003526467,0.000004616299,0.01201243],"genre_scores_gemma":[0.9975904,0.000661549,0.001045192,0.0002656437,0.0002846305,0.00000909202,8.039264e-7,0.000004456092,0.0001382178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03375396,"threshold_uncertainty_score":0.2951742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1718555614","doi":"10.1108/ijdrbe-02-2012-0009","title":"Centralized decision making, users' participation and satisfaction in post‐disaster reconstruction","year":2013,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Structuring; Integrated project delivery; Knowledge management; Business; Process management; Originality; Citizen journalism; Stakeholder; Stakeholder engagement; Organizational structure; Qualitative research; Computer science; Public relations; Engineering; Political science; Construction management; Sociology; Civil engineering","authors":[{"name":"Dhouha Bouraoui","is_ca":true},{"name":"Gonzalo Lizarralde","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01295181477036141,"gpt":0.3074370096193573,"spread":0.2944851948489959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007429905,0.0001074285,0.0001265987,0.0002315093,0.00007890137,0.000237408,0.000472384,0.00005306576,0.0004676719],"category_scores_gemma":[0.0001658579,0.00007794368,0.00005145436,0.000111393,0.0002777045,0.00123019,0.00007878524,0.0001600088,0.00003461223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002091376,"about_ca_system_score_gemma":0.00002471961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005642068,"about_ca_topic_score_gemma":0.00145009,"domain_scores_codex":[0.9979008,0.0002881997,0.0005271561,0.0001757065,0.00087923,0.0002288586],"domain_scores_gemma":[0.9992783,0.0001958167,0.0002978438,0.0001244182,0.00004845969,0.00005517308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001855959,0.0001745286,0.5668975,0.000004658837,0.00002130934,0.00002352329,0.03207752,0.001688934,0.0007147428,0.0007132819,0.0001584003,0.39734],"study_design_scores_gemma":[0.0006181711,0.00006959552,0.9622158,0.0001781767,0.00001065072,0.00001928854,0.03099927,0.000355767,0.00001739064,0.004712374,0.000698463,0.0001051006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947048,0.00007723222,0.0008334751,0.002426374,0.0005294351,0.0002993068,0.000001090509,0.000003347668,0.001124866],"genre_scores_gemma":[0.9985536,0.0003656506,0.0006106282,0.0002575872,0.0001034391,0.00001700534,5.756916e-7,0.00000507406,0.0000864219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3972349,"threshold_uncertainty_score":0.5120679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367053697","doi":"10.1108/ijdrbe-10-2022-0099","title":"Standardised indicators for “resilient cities”: the folly of devising a technical solution to a political problem","year":2023,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Resilience (materials science); Politics; Corporate governance; Disaster risk reduction; Originality; Dimension (graph theory); Environmental planning; Hazard; Urban resilience; Value (mathematics); Environmental resource management; Risk analysis (engineering); Business; Urban planning; Political science; Sociology; Economics; Engineering; Computer science; Geography; Civil engineering; Social science","authors":[{"name":"Ksenia Chmutina","is_ca":false},{"name":"Gonzalo Lizarralde","is_ca":true},{"name":"Jason von Meding","is_ca":false},{"name":"Lee Bosher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02217624573037395,"gpt":0.3377902856998178,"spread":0.3156140399694438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002524582,0.0001138743,0.0001712148,0.0003458356,0.0001774319,0.0001137171,0.001671901,0.00004775381,0.00003275421],"category_scores_gemma":[0.0003581042,0.00006913561,0.000160437,0.0003877336,0.0005888286,0.0002183467,0.0002329358,0.0001507488,0.00001114016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003037913,"about_ca_system_score_gemma":0.000117905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006415755,"about_ca_topic_score_gemma":0.0001109695,"domain_scores_codex":[0.9968298,0.0002423965,0.0006216097,0.0001803477,0.00172439,0.0004014306],"domain_scores_gemma":[0.9988812,0.0004633339,0.0002940137,0.0001996203,0.00006092219,0.0001009079],"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":[0.003208846,0.002461338,0.1170176,0.000177153,0.0005244602,0.0002181301,0.2387891,0.03524828,0.01343054,0.4037818,0.02618269,0.1589601],"study_design_scores_gemma":[0.004553467,0.002032663,0.3742375,0.001554915,0.0002607078,0.0000672485,0.3330941,0.0009781509,0.001754482,0.08523884,0.1952172,0.001010678],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488499,0.00006671842,0.01411685,0.02993678,0.0004334236,0.001062983,0.00002555055,0.00001313113,0.005494731],"genre_scores_gemma":[0.9984646,0.0000479735,0.000605347,0.0003632424,0.0001749794,0.00005126333,0.000001534175,0.000007965577,0.0002831295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.318543,"threshold_uncertainty_score":0.3106835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168491261","doi":"10.1108/ijdrbe-05-2012-0012","title":"Building community disaster resilience through a virtual community of practice (VCOP)","year":2014,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria","funders":"","keywords":"Community resilience; Resilience (materials science); Futures studies; Knowledge sharing; Community engagement; Knowledge management; Engineering; Computer science; Public relations; Political science","authors":[{"name":"Carol Amaratunga","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0360272881063524,"gpt":0.3536341435900099,"spread":0.3176068554836575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01094992,0.0001785453,0.0002690992,0.0001311537,0.0007440142,0.0001454372,0.004212523,0.00008033621,0.00009304691],"category_scores_gemma":[0.002080402,0.0001399227,0.0001370976,0.0001959239,0.0008371544,0.0009461406,0.0006342981,0.001842921,0.00001822566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000294159,"about_ca_system_score_gemma":0.00007204922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007033747,"about_ca_topic_score_gemma":0.001031772,"domain_scores_codex":[0.9866133,0.01036066,0.000779883,0.0001221876,0.001824184,0.0002997713],"domain_scores_gemma":[0.9938182,0.004359111,0.0008592694,0.0007262077,0.0001562778,0.00008093235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000670041,0.003745866,0.01584613,0.00003055662,0.0001835828,0.00002817805,0.8661831,0.03569953,0.002389941,0.02445626,0.0003915137,0.0503753],"study_design_scores_gemma":[0.001537547,0.0011924,0.04021784,0.0006425476,0.00008468111,0.00008218881,0.856957,0.0003084195,0.000650323,0.00979483,0.08815316,0.0003790872],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973876,0.0000844126,0.009281187,0.004993536,0.0003643566,0.0001634172,0.000003995984,0.00000828726,0.01122483],"genre_scores_gemma":[0.9957051,0.0002123905,0.002492959,0.001315189,0.0001544109,0.000008244743,0.000001838793,0.00001155919,0.00009826015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08776165,"threshold_uncertainty_score":0.9995785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963319759","doi":"10.1108/ijdrbe-10-2018-0044","title":"Choice of emergency shelter: valuing key attributes of emergency shelters","year":2019,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Sample (material); Population; Originality; Business; Emergency management; Geography; Marketing; Transport engineering; Operations management; Psychology; Engineering; Medicine; Environmental health; Social psychology; Economics; Economic growth","authors":[{"name":"Ali Asgary","is_ca":true},{"name":"Nooreddin Azimi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07940698616466585,"gpt":0.2760754514678684,"spread":0.1966684653032026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009031162,0.0001293897,0.0003044894,0.0001931776,0.00001641393,0.0000102363,0.0009077056,0.00004674512,0.002897408],"category_scores_gemma":[0.00006763626,0.0001145233,0.0002069854,0.00006405545,0.00004842376,0.0004124872,0.0001209256,0.000137507,0.0001944953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001666742,"about_ca_system_score_gemma":0.000007600555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008875735,"about_ca_topic_score_gemma":0.000007203766,"domain_scores_codex":[0.9978938,0.00004481241,0.001471591,0.0001994926,0.0002334357,0.0001569447],"domain_scores_gemma":[0.9983108,0.00007056873,0.001297795,0.0002681611,0.00001727478,0.00003542024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003280499,0.0002306643,0.9779099,0.00001645243,0.00007061924,0.000001528884,0.001964935,0.01557445,0.001845885,0.001628316,0.0001081861,0.0006163084],"study_design_scores_gemma":[0.0007057458,0.0002138435,0.9876917,0.00006427102,0.00001290832,0.000007306859,0.001309816,0.0008423056,0.0009433193,0.005565502,0.002487462,0.000155793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948596,0.0007003667,0.001394768,0.0005159047,0.00117752,0.0001500703,0.00004513677,0.000001085508,0.001155569],"genre_scores_gemma":[0.9980025,0.001296741,0.0002539012,0.00004402227,0.00009306188,0.000004966242,0.000005422266,0.00001056704,0.0002887682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01473214,"threshold_uncertainty_score":0.9980141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033493947","doi":"10.1108/17595901011056613","title":"Earthquake‐disaster preparedness: the case of Accra","year":2010,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Atomic Energy (Canada)","funders":"","keywords":"Preparedness; Disaster preparedness; Disaster mitigation; Emergency management; Forensic engineering; Environmental planning; Engineering; Geography; Political science","authors":[{"name":"Nii K. Allotey","is_ca":true},{"name":"Godwin Arku","is_ca":true},{"name":"Paulina Amponsah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01501239774215151,"gpt":0.3119764951678897,"spread":0.2969640974257382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001818895,0.0001313897,0.0001569884,0.0001292591,0.0001515778,0.000162121,0.002306573,0.00005692961,0.0004294298],"category_scores_gemma":[0.0002098866,0.0000736306,0.0001437381,0.0001417477,0.000890882,0.0005284009,0.0002216676,0.0003493955,0.00002857858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007246032,"about_ca_system_score_gemma":0.00006892036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004146341,"about_ca_topic_score_gemma":0.00235123,"domain_scores_codex":[0.9975408,0.0003144216,0.0006050349,0.0001753637,0.001113585,0.0002507598],"domain_scores_gemma":[0.9986711,0.0003337811,0.000482091,0.0003757162,0.00006899473,0.0000683559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006840207,0.002966919,0.065221,0.00003912023,0.0003282278,0.003818281,0.6711475,0.006002218,0.007474486,0.03226323,0.004798627,0.2052564],"study_design_scores_gemma":[0.002633976,0.0006162157,0.09007859,0.0003364212,0.000176092,0.002195118,0.7122301,0.0004975958,0.0007304711,0.01773673,0.1720169,0.0007517783],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854966,0.00007072392,0.0002381063,0.004937591,0.001019455,0.0002434075,0.000004862065,0.000003262309,0.007985992],"genre_scores_gemma":[0.9983415,0.0001013462,0.0001548555,0.0002598144,0.0003394778,0.00001040674,5.179054e-7,0.000007037323,0.0007850528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2045046,"threshold_uncertainty_score":0.4701955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050923309","doi":"10.1108/17595901211245198","title":"Ranking of natural disasters in Sri Lanka for mitigation planning","year":2012,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Natural disaster; Sri lanka; Ranking (information retrieval); Emergency management; Categorization; Product (mathematics); Geography; Computer science; Environmental resource management; Environmental planning; Operations research; Engineering; Mathematics; Environmental science; Artificial intelligence; Political science","authors":[{"name":"Sanjeewa Wickramaratne","is_ca":true},{"name":"Janaka Y. Ruwanpura","is_ca":true},{"name":"Upul Ranasinghe","is_ca":true},{"name":"Samanthi Walawe‐Durage","is_ca":true},{"name":"Varuna Adikariwattage","is_ca":true},{"name":"S. C. Wirasinghe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0248941442291446,"gpt":0.2812254173995001,"spread":0.2563312731703555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009559796,0.00009277248,0.0001218442,0.0002581136,0.00002369907,0.00004496196,0.0005269285,0.00002108036,0.00005144153],"category_scores_gemma":[0.0000980471,0.00006878476,0.00007764872,0.00009737175,0.00005540984,0.0009532081,0.00008241198,0.0001036594,0.00001055452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008103,"about_ca_system_score_gemma":0.000005219532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008594446,"about_ca_topic_score_gemma":0.00004099986,"domain_scores_codex":[0.9986476,0.00002435358,0.0005344891,0.00009087094,0.0005344026,0.0001683186],"domain_scores_gemma":[0.9995358,0.00006110265,0.0002512046,0.0001084434,0.00003515468,0.000008311855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007024892,0.001013244,0.7799512,0.0001835645,0.000103457,0.0000141102,0.02702471,0.1619404,0.00326722,0.005171755,0.0005925846,0.02003527],"study_design_scores_gemma":[0.003812728,0.00007366955,0.8876497,0.0007434699,0.00007898318,0.00002061922,0.05423793,0.02224434,0.0007371056,0.003301552,0.02663359,0.0004663665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948676,0.0001999299,0.002017385,0.001515967,0.0007500884,0.0001941286,0.00000198324,0.000001985618,0.0004509225],"genre_scores_gemma":[0.9988949,0.00001430433,0.000232951,0.0004926129,0.0003170763,0.00001321706,0.000008960809,0.000004527565,0.00002141859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1396961,"threshold_uncertainty_score":0.2804961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3128617420","doi":"10.1108/ijdrbe-08-2020-0089","title":"Evaluation of interaction between housing infrastructure resilience factors against flood hazard based on rough DEMATEL approach","year":2021,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Vagueness; Resilience (materials science); Rough set; Risk analysis (engineering); Originality; Hazard; Flood myth; Computer science; Critical infrastructure; Natural hazard; Flood mitigation; Business; Geography; Computer security; Fuzzy logic; Artificial intelligence; Sociology","authors":[{"name":"M. K. Sen","is_ca":false},{"name":"Subhrajit Dutta","is_ca":false},{"name":"Golam Kabir","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02301719005121301,"gpt":0.2798700747426418,"spread":0.2568528846914288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00147237,0.0002196716,0.0003124636,0.0002832398,0.0000516905,0.00008094534,0.0007679979,0.00009824445,0.00008814125],"category_scores_gemma":[0.0003236437,0.000159727,0.0001972385,0.0002514787,0.0001589591,0.0004412488,0.00005719452,0.0004708551,0.000003622507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005658661,"about_ca_system_score_gemma":0.0001020039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006757684,"about_ca_topic_score_gemma":0.000009659114,"domain_scores_codex":[0.9958952,0.0004362669,0.0008250765,0.0002371305,0.002398495,0.0002078312],"domain_scores_gemma":[0.9987751,0.0002544156,0.000341345,0.0003676949,0.0002058646,0.00005561534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002807867,0.000103269,0.04525417,0.00001712663,0.00008495799,0.0000102906,0.001233792,0.9356847,0.003158311,0.000009691056,0.00002038747,0.01439527],"study_design_scores_gemma":[0.001299088,0.0001626087,0.372988,0.000425755,0.0003210703,0.00004771853,0.009581998,0.5712309,0.04208802,0.00131131,0.0001632945,0.0003801819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684331,0.0001169321,0.03013162,0.0001376664,0.0002972507,0.0001360568,0.00001583065,0.000006586185,0.0007249998],"genre_scores_gemma":[0.998436,0.00006344368,0.001248476,0.00006658795,0.0001437624,0.000006422341,0.00001845481,0.0000143845,0.000002460851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3644537,"threshold_uncertainty_score":0.6513479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1626195261","doi":"10.1108/ijdrbe-09-2013-0039","title":"Role of social resilience in mitigating disasters","year":2015,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Disaster risk reduction; Resilience (materials science); Government (linguistics); Corporate governance; Population; Originality; Emergency management; Environmental resource management; Environmental planning; Political science; Business; Geography; Sociology; Economics; Social science; Finance; Qualitative research","authors":[{"name":"N. Nirupama","is_ca":true},{"name":"T. Popper","is_ca":true},{"name":"A. Quirke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02085844356603197,"gpt":0.3055415160525383,"spread":0.2846830724865064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002179072,0.0001382383,0.0002205939,0.0002607318,0.0000729555,0.00009733706,0.002017196,0.00005883819,0.00005384238],"category_scores_gemma":[0.0002925943,0.0001048135,0.0001077015,0.0002567089,0.0007746459,0.0006708415,0.0002063093,0.0002418544,0.00001669744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002849988,"about_ca_system_score_gemma":0.0001114244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003607614,"about_ca_topic_score_gemma":0.0005048453,"domain_scores_codex":[0.996261,0.0004554025,0.0007765896,0.0002014895,0.001985532,0.0003199668],"domain_scores_gemma":[0.9989514,0.0001816101,0.0005366078,0.0001692751,0.00006830101,0.00009280231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005934342,0.001432467,0.3083505,0.00002206966,0.00007191236,0.0002098249,0.6000521,0.02242951,0.005139116,0.01267998,0.0008600945,0.04815894],"study_design_scores_gemma":[0.001837604,0.0002614151,0.2067445,0.0003160042,0.00002653507,0.00002541589,0.7642171,0.0004578739,0.0005449272,0.01275432,0.0124691,0.0003452451],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811679,0.0001856709,0.0001592797,0.002897293,0.0003101853,0.0001905949,0.000003058508,0.00000320849,0.01508278],"genre_scores_gemma":[0.9990141,0.00007084985,0.0002342736,0.0001622439,0.0002011955,0.000008207376,8.631171e-7,0.000007201462,0.0003011131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1641649,"threshold_uncertainty_score":0.4274172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293085252","doi":"10.1108/ijdrbe-09-2021-0122","title":"Urban search and rescue (USAR) simulation in earthquake environments using queuing theory: estimating the appropriate number of rescue teams","year":2022,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Urban search and rescue; Queueing theory; Originality; Vulnerability (computing); Computer science; Geospatial analysis; Operations research; Transport engineering; Computer security; Engineering; Geography; Artificial intelligence; Cartography; Computer network","authors":[{"name":"Navid Hooshangi","is_ca":false},{"name":"Navid Mahdizadeh Gharakhanlou","is_ca":true},{"name":"Mir Reza Ghaffari Razin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01424408104462445,"gpt":0.2823911628554738,"spread":0.2681470818108493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001649528,0.0001072929,0.0001278224,0.0001123351,0.00006993202,0.0000398783,0.0005229072,0.00002612919,0.00006806281],"category_scores_gemma":[0.00005161076,0.00007777313,0.000046252,0.00008868233,0.0001083314,0.0001950779,0.0001719741,0.0003824165,0.000002076238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002767277,"about_ca_system_score_gemma":0.00001506949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004817909,"about_ca_topic_score_gemma":0.00001775108,"domain_scores_codex":[0.9980472,0.0003310999,0.000528903,0.0001160048,0.0008300043,0.0001467751],"domain_scores_gemma":[0.9994991,0.0001958548,0.00009985769,0.0001707676,0.000008791573,0.0000255888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005740653,0.00006265262,0.02242825,0.000005945643,0.00002091901,0.00001243907,0.007606228,0.96336,0.0020872,0.0001605988,0.000001328967,0.004197077],"study_design_scores_gemma":[0.0004758486,0.00003368052,0.03874958,0.0000627776,0.00001010526,0.00007078012,0.005860385,0.9535946,0.0001818733,0.0008016198,0.00007148417,0.00008721708],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746915,0.0001081333,0.02468197,0.0001467714,0.0001487312,0.0001494275,0.000006951586,0.00000216969,0.00006442125],"genre_scores_gemma":[0.9987719,0.00003141402,0.001045213,0.00004935873,0.00005172306,0.000007637655,0.000002164426,0.00001379343,0.00002679887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02408047,"threshold_uncertainty_score":0.3171496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2216429376","doi":"10.1108/ijdrbe-08-2013-0033","title":"Social repair and structural inequity: implications for disaster recovery practice","year":2015,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"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":"Disaster recovery; Disaster risk reduction; Context (archaeology); Natural disaster; Vulnerability (computing); Resilience (materials science); Flood myth; Negotiation; Sociology; Public relations; Political science; Environmental resource management; Computer security; Computer science; Social science; Economics","authors":[{"name":"Omer Aijazi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05228463657403203,"gpt":0.3793107650439994,"spread":0.3270261284699673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001656831,0.0001099983,0.0001363699,0.0001088088,0.0001718693,0.0002061694,0.0009021389,0.00004768782,0.00001521213],"category_scores_gemma":[0.0005714407,0.00007859052,0.000101538,0.00008993984,0.0004244774,0.001033539,0.0001702401,0.0001371307,0.000005420613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002097284,"about_ca_system_score_gemma":0.00007639762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007986781,"about_ca_topic_score_gemma":0.0001131696,"domain_scores_codex":[0.9980965,0.0002601142,0.0004321989,0.0001842523,0.0008018903,0.00022507],"domain_scores_gemma":[0.9989458,0.0003458874,0.0003636596,0.0001430667,0.0001127517,0.00008881128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003227171,0.001530214,0.1593769,0.00005564339,0.0006245191,0.0001319079,0.4444878,0.006426842,0.0006804497,0.1265498,0.03660733,0.2203013],"study_design_scores_gemma":[0.003268735,0.0007746577,0.1956947,0.0001262017,0.0002025396,0.0001838013,0.2903849,0.0004237095,0.00001878262,0.09904669,0.4092769,0.0005984384],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309215,0.0003079112,0.003671988,0.05527848,0.0007098889,0.0005251748,0.00001518974,0.00001163478,0.008558237],"genre_scores_gemma":[0.9964826,0.0001412233,0.001355465,0.0009136248,0.0005288328,0.00002279345,0.000002416195,0.000007203671,0.0005458976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3726695,"threshold_uncertainty_score":0.3204828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999180708","doi":"10.1108/ijdrbe-05-2019-0021","title":"Post-disaster recovery through the evolution of the <i>lakou</i>, a traditional settlement pattern","year":2019,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Human settlement; Settlement (finance); Port (circuit theory); Geography; Population; Psychological resilience; Social capital; Environmental planning; Environmental resource management; Sociology; Engineering; Archaeology; Business; Social science; Psychology","authors":[{"name":"James Miller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04733336035262252,"gpt":0.2877784999464316,"spread":0.2404451395938091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001212135,0.0001233848,0.0001327667,0.0001133093,0.0001387097,0.0000862525,0.001391738,0.00005148316,0.000534688],"category_scores_gemma":[0.0001210808,0.00006787053,0.0001831171,0.000197886,0.0003696111,0.0006167999,0.0001021698,0.0002242199,0.0000403644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000796115,"about_ca_system_score_gemma":0.0001417528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008727874,"about_ca_topic_score_gemma":0.00179738,"domain_scores_codex":[0.996622,0.0005033775,0.0006201196,0.0001610381,0.001898477,0.0001949814],"domain_scores_gemma":[0.9985198,0.0004049475,0.0006586107,0.0002769239,0.0001116239,0.00002802773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007314508,0.002014593,0.2986229,0.00004587341,0.0003451525,0.00002427374,0.5871241,0.04525469,0.01754139,0.01800762,0.003966593,0.02632133],"study_design_scores_gemma":[0.001619744,0.0004722904,0.6532471,0.0004568549,0.00008165061,0.00009438921,0.299059,0.0004905157,0.0006979459,0.02132078,0.02212942,0.0003303504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727766,0.0001617633,0.001583039,0.02207523,0.001090558,0.0004413412,0.00009504469,0.000002445228,0.001773992],"genre_scores_gemma":[0.997905,0.0001489463,0.00007258142,0.00115879,0.0003245139,0.0000167262,0.000008540973,0.000007848881,0.0003570217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3546242,"threshold_uncertainty_score":0.5854458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2550422191","doi":"10.1108/ijdrbe-11-2015-0056","title":"Assessment of major causes: nuclear power plant disasters since 1950","year":2016,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nuclear power plant; Nuclear power; Ignorance; Originality; Forensic engineering; Risk analysis (engineering); Nuclear disaster; Accident (philosophy); Environmental planning; Disaster risk reduction; Warning system; Engineering; Business; Nuclear plant; Geography; Qualitative research; Political science","authors":[{"name":"Sayanti Mukhopadhyay","is_ca":false},{"name":"Jessica Halligan","is_ca":false},{"name":"Makarand Hastak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01612151918848273,"gpt":0.3157669743688656,"spread":0.2996454551803829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001064444,0.0001027933,0.0001475142,0.0001372916,0.00006590447,0.00005960037,0.001182804,0.00003594689,0.0007061716],"category_scores_gemma":[0.00006784227,0.00005861595,0.0001078494,0.00005900916,0.0004378757,0.0003735348,0.0001320704,0.0001050834,0.00003770779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003490424,"about_ca_system_score_gemma":0.00004827192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001397876,"about_ca_topic_score_gemma":0.0001640832,"domain_scores_codex":[0.9974675,0.0002632583,0.000515915,0.0001472888,0.001415182,0.0001908793],"domain_scores_gemma":[0.999137,0.0001599972,0.000397927,0.0001986383,0.00003626522,0.00007009964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001060697,0.005301224,0.3045106,0.00004171508,0.000707972,0.0007220905,0.2994579,0.003086194,0.05319724,0.2528682,0.009529322,0.06951687],"study_design_scores_gemma":[0.002401473,0.0005206887,0.6079456,0.0005739521,0.0000553018,0.00005357244,0.09572145,0.0000495878,0.0001771907,0.002836442,0.2892866,0.0003781959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761973,0.00003027893,0.002276126,0.0135979,0.0005444717,0.0001887651,0.00001908916,0.000004115887,0.007141954],"genre_scores_gemma":[0.9981094,0.0005843253,0.0003992374,0.0004295787,0.00009845843,0.000004559266,5.383536e-7,0.000007031458,0.0003668718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.303435,"threshold_uncertainty_score":0.7732084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2601122152","doi":"10.1108/ijdrbe-04-2016-0012","title":"Disasters and long-term economic sustainability: a perspective on Sierra Leone","year":2017,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Sierra leone; Sustainability; Originality; Economic growth; Political science; Private sector; Development economics; Business; Economics; Qualitative research; Sociology; Social science","authors":[{"name":"Barlu Dumbuya","is_ca":true},{"name":"N. Nirupama","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02289175970945734,"gpt":0.3639366023310641,"spread":0.3410448426216067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004761146,0.0001113588,0.0001706361,0.0001523761,0.0001118952,0.0001723242,0.0004981186,0.00003577242,0.00008623023],"category_scores_gemma":[0.000159421,0.00007153852,0.0000971068,0.00001349869,0.000452745,0.0002933262,0.0001615381,0.0002959548,0.00001884104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009030082,"about_ca_system_score_gemma":0.00006771299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001289107,"about_ca_topic_score_gemma":0.00005545441,"domain_scores_codex":[0.9987973,0.0000696061,0.0002938083,0.0001840153,0.0004875294,0.0001677345],"domain_scores_gemma":[0.999224,0.00008762204,0.0002193448,0.0003289763,0.00005527007,0.00008476812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002159441,0.001164115,0.9291705,0.00003050285,0.0002496057,0.001073181,0.007770516,0.001522413,0.001285456,0.001717699,0.0001477315,0.05370876],"study_design_scores_gemma":[0.001457553,0.0007875453,0.988341,0.0001316408,0.00002556927,0.0006262818,0.00648775,0.0001700133,0.0003110895,0.001323424,0.0002527019,0.00008539706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807299,0.0001017258,0.0002074191,0.01721752,0.0001677092,0.0002203398,0.000004329319,0.000001511399,0.001349548],"genre_scores_gemma":[0.9989697,0.000245964,0.00002418852,0.0001992003,0.0001998185,0.000008988532,6.88224e-7,0.000007361778,0.0003440673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05917045,"threshold_uncertainty_score":0.2917256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376506252","doi":"10.1108/ijdrbe-06-2022-0058","title":"Tsunami-resilient building guidelines for Sri Lankan coastal belt: a critical review and consolidation based on significant institutional perceptions","year":2023,"lang":"en","type":"review","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"George Brown College","funders":"","keywords":"Guideline; Built environment; Environmental planning; Local government; Sri lanka; Best practice; Capacity building; Environmental resource management; Civil engineering; Engineering; Geography; Political science; Environmental science","authors":[{"name":"Udari Gunarathna","is_ca":false},{"name":"C. S. Bandara","is_ca":false},{"name":"Ranjith Dissanayake","is_ca":false},{"name":"Harsha Munasinghe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1254217555132059,"gpt":0.3901876832100445,"spread":0.2647659276968386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001337028,0.0002647407,0.0006183851,0.0002507441,0.0001438787,0.00008939306,0.0006630834,0.00008238063,0.0002234262],"category_scores_gemma":[0.001096967,0.0001616168,0.000272616,0.0001152052,0.0003300546,0.0001424619,0.00004652418,0.0003356667,0.00003982707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004587991,"about_ca_system_score_gemma":0.000173538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006011071,"about_ca_topic_score_gemma":0.000153015,"domain_scores_codex":[0.9972376,0.0002372373,0.001040585,0.0003014124,0.0009523078,0.0002309107],"domain_scores_gemma":[0.9976805,0.001537054,0.0003988059,0.0001864323,0.0001188135,0.0000783384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000102289,0.0002744114,0.002350814,0.004992225,0.0002751799,0.0001938575,0.0004720334,0.01115283,0.000002040111,0.0008986922,0.002042414,0.9772432],"study_design_scores_gemma":[0.001257893,0.001206709,0.019554,0.06801063,0.00150886,0.0007607613,0.001577408,0.004021909,0.000001528021,0.001189057,0.899969,0.0009421867],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001043045,0.9900346,0.001390342,0.004946361,0.000564745,0.0009446651,0.0007965062,0.000009017169,0.0002707071],"genre_scores_gemma":[0.01187047,0.9858082,0.0010001,0.0008653613,0.0002721855,0.00003325898,0.0001195877,0.000005458267,0.00002537774],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.976301,"threshold_uncertainty_score":0.6590543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999458141","doi":"10.1108/ijdrbe-08-2019-0052","title":"An update of proposed Sri Lanka warning system for east and west coast tsunamis","year":2019,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Seismology; Tide gauge; Subduction; Warning system; Geology; Tsunami earthquake; Indian ocean; Archipelago; Ridge; Buoy; Oceanography; Computer science; Telecommunications; Tectonics; Sea level","authors":[{"name":"Sanjeewa Wickramaratne","is_ca":false},{"name":"S. C. Wirasinghe","is_ca":true},{"name":"Janaka Y. Ruwanpura","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01285151180759213,"gpt":0.2339414279689053,"spread":0.2210899161613132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005312229,0.00008500688,0.0001523168,0.00007093548,0.00003365882,0.00003716347,0.0004514919,0.00002239905,0.0001284809],"category_scores_gemma":[0.00001909097,0.00005207069,0.00004657035,0.00003057893,0.00009142914,0.0002097379,0.00002052456,0.00009270917,0.00001720188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001127035,"about_ca_system_score_gemma":0.00001596525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001174125,"about_ca_topic_score_gemma":0.0002031656,"domain_scores_codex":[0.9989071,0.00007669091,0.000332306,0.0001206249,0.000441138,0.0001220746],"domain_scores_gemma":[0.9994308,0.0001295339,0.0002608213,0.0001163206,0.00002626807,0.00003627383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002545466,0.0000690131,0.9515567,0.00003512164,0.00005563643,0.00002048729,0.00894236,0.01220724,0.0006927923,0.00006825737,0.0000104643,0.02608736],"study_design_scores_gemma":[0.001102961,0.000727052,0.9615508,0.0002222356,0.00002313208,0.0001875198,0.03008344,0.004586867,0.0003903236,0.0001586646,0.0008405739,0.000126402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998427,0.0003372243,0.0002074901,0.0003309189,0.000206086,0.0001623438,0.0000352349,0.000001898172,0.0002917575],"genre_scores_gemma":[0.9993867,0.00009196992,0.0003762696,0.00005788539,0.00006526588,8.503251e-7,0.000006299952,0.000001903557,0.00001286946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02596096,"threshold_uncertainty_score":0.2123381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2757548980","doi":"10.1108/ijdrbe-10-2014-0072","title":"Tornado mitigation network analysis and simulation","year":2017,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Tornado; Warning system; Computer science; Process (computing); Probabilistic logic; Emergency management; Risk analysis (engineering); Operations research; Computer security; Engineering; Geography; Business; Telecommunications; Meteorology","authors":[{"name":"Samanthi W. Durage","is_ca":true},{"name":"S. C. Wirasinghe","is_ca":true},{"name":"Janaka Y. Ruwanpura","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007597905702198393,"gpt":0.2630922757845451,"spread":0.2554943700823468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005043373,0.00009388375,0.0001580064,0.0001363514,0.00009989242,0.0001818954,0.0006806482,0.00003846049,0.00005632339],"category_scores_gemma":[0.00006898447,0.00006680845,0.0001051125,0.00006968593,0.0001345092,0.000448594,0.00005209066,0.0001572694,0.000003228922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008580287,"about_ca_system_score_gemma":0.000005781109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002339201,"about_ca_topic_score_gemma":0.00006794686,"domain_scores_codex":[0.998869,0.00005461637,0.0003632145,0.0001010969,0.0004890621,0.0001229799],"domain_scores_gemma":[0.9993513,0.0001060536,0.0002081794,0.0002721939,0.00002647223,0.00003585616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00001338474,0.00001258734,0.1312495,0.00000215478,0.0001324462,0.00001077088,0.0005160441,0.8570893,0.0001901807,0.00002853514,0.00001337092,0.01074171],"study_design_scores_gemma":[0.0002070124,0.00002656086,0.7816015,0.00002629559,0.0001356305,0.00001470655,0.0003670262,0.2149048,0.0001852345,0.002030269,0.0004088251,0.00009219953],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524899,0.0001390476,0.04646299,0.0004226421,0.0001785871,0.00005144094,0.000002577791,0.000002830422,0.0002500442],"genre_scores_gemma":[0.9990267,0.0001646451,0.0005322928,0.00005382081,0.0002036722,0.000002271195,0.000001709552,0.000004304263,0.00001064804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6503519,"threshold_uncertainty_score":0.2724369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319984274","doi":"10.1108/ijdrbe-04-2022-0032","title":"Scoping review: understanding the barriers and drivers of risk management in local governments","year":2023,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; École Nationale d'Administration Publique","funders":"","keywords":"Risk management; Context (archaeology); Scholarship; Originality; Identification (biology); Public relations; Strengths and weaknesses; Political science; Politics; Business; Knowledge management; Sociology; Psychology; Computer science; Qualitative research; Social science; Geography","authors":[{"name":"Eve Bourgeois","is_ca":true},{"name":"Pierre-Luc Baril","is_ca":true},{"name":"Julie‐Maude Normandin","is_ca":true},{"name":"Marie‐Christine Therrien","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02439095041675166,"gpt":0.3182568509215935,"spread":0.2938659005048418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002216235,0.00008642665,0.0001361554,0.0001428605,0.0001042885,0.0000526893,0.001019896,0.00002152771,0.00005439465],"category_scores_gemma":[0.0001200868,0.00005450982,0.00005889504,0.0002333002,0.0006139304,0.0002676635,0.0002301096,0.0001451519,0.00000702566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002970631,"about_ca_system_score_gemma":0.00002513487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008176336,"about_ca_topic_score_gemma":0.0002776983,"domain_scores_codex":[0.9975146,0.0003212416,0.0004505164,0.0001386502,0.001381163,0.0001938412],"domain_scores_gemma":[0.9992078,0.0002617307,0.0003339793,0.0001399358,0.000009966096,0.00004657433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004309052,0.0004843864,0.5437373,0.0008929264,0.0004394543,0.0008183065,0.2460936,0.05845038,0.00009395169,0.03345091,0.003234998,0.1118729],"study_design_scores_gemma":[0.00169603,0.0001224737,0.1468144,0.01543603,0.0001112432,0.00001264623,0.8162262,0.0007980422,0.00002211795,0.01598599,0.002471156,0.0003036702],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739948,0.002537124,0.004641604,0.007182987,0.0006295198,0.001048645,0.000007781044,0.000006467212,0.009951103],"genre_scores_gemma":[0.9667625,0.03282293,0.00004203494,0.0002291053,0.00002947468,0.000008838843,3.633089e-7,0.000003813567,0.000100985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5701327,"threshold_uncertainty_score":0.2262052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408040478","doi":"10.1108/ijdrbe-08-2024-0098","title":"The current insurance practices employed to manage flood risk in the global built environment and their applicability to Sri Lanka","year":2025,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sri lanka; Built environment; Flood myth; Business; Flood risk management; Environmental planning; Civil engineering; Forensic engineering; Environmental resource management; Risk analysis (engineering); Construction engineering; Engineering; Geography; Environmental science","authors":[{"name":"H.G.D. Sanduni Ashvini","is_ca":false},{"name":"N. K. Gunasekara","is_ca":false},{"name":"W. C. D. K. Fernando","is_ca":false},{"name":"Raj Prasanna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01120056076099541,"gpt":0.3088912780141257,"spread":0.2976907172531303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00248778,0.0002494436,0.0002009244,0.00006958551,0.0001766693,0.0002328324,0.002538604,0.0000336268,0.00004133553],"category_scores_gemma":[0.0001614084,0.0001270176,0.00009243932,0.0002526481,0.0002706074,0.0003004328,0.001029276,0.0004107167,0.00006498644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005535938,"about_ca_system_score_gemma":0.00001223794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004600144,"about_ca_topic_score_gemma":0.001345971,"domain_scores_codex":[0.9969108,0.0005133466,0.0006807901,0.0004269878,0.001126054,0.000342095],"domain_scores_gemma":[0.9983686,0.0004565119,0.000469643,0.0006155478,0.00000711246,0.00008256527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003261108,0.0008573932,0.7489815,0.000008494855,0.00006484711,0.00002990826,0.008933879,0.03539233,0.0001581937,0.0002224067,0.0007096123,0.2043153],"study_design_scores_gemma":[0.000530554,0.0001571872,0.8882792,0.0000572918,0.00002395536,0.0000142203,0.004875432,0.0002831209,0.0000472569,0.00416952,0.1014136,0.000148645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775795,0.000527174,0.00276523,0.01684411,0.0002864163,0.0009570158,0.00002334467,0.000003870072,0.001013291],"genre_scores_gemma":[0.9965009,0.001774848,0.0004333561,0.001033134,0.00006816177,0.0001446905,0.000001244802,0.000005608934,0.00003807152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2041666,"threshold_uncertainty_score":0.5179626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}